Conference and Labs of the Evaluation Forum (CLEF) (2025)

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Experimental IR Meets Multilinguality, Multimodality, and Interaction - 16th International Conference of the CLEF Association, CLEF 2025, Madrid, Spain, September 9-12, 2025, Proceedings

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Experimental IR Meets Multilinguality, Multimodality, and Interaction - 16th International Conference of the CLEF Association, CLEF 2025, Madrid, Spain, September 9-12, 2025, Proceedings
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Overview of the CLEF-2025 CheckThat! Lab: Subjectivity, Fact-Checking, Claim Normalization, and Retrieval.
Firoj Alam|Julia Maria Struß|Tanmoy Chakraborty|Stefan Dietze|Salim Hafid|Katerina Korre|Arianna Muti|Preslav Nakov|Federico Ruggeri|Sebastian Schellhammer|Vinay Setty|Megha Sundriyal|Konstantin Todorov|Venktesh V
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Overview of PAN 2025: Voight-Kampff Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism Detection.
Janek Bevendorff|Daryna Dementieva|Maik Fröbe|Bela Gipp|André Greiner-Petter|Jussi Karlgren|Maximilian Mayerl|Preslav Nakov|Alexander Panchenko|Martin Potthast|Artem Shelmanov|Efstathios Stamatatos|Benno Stein|Yuxia Wang|Matti Wiegmann|Eva Zangerle
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LongEval at CLEF 2025: Longitudinal Evaluation of IR Systems on Web and Scientific Data.
Matteo Cancellieri|Alaa El-Ebshihy|Tobias Fink|Maik Fröbe|Petra Galuscáková|Gabriela González Sáez|Lorraine Goeuriot|David Iommi|Jüri Keller|Petr Knoth|Philippe Mulhem|Florina Piroi|David Pride|Philipp Schaer
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Overview of the CLEF 2025 SimpleText Track - Simplify Scientific Text (and Nothing More).
Liana Ermakova|Hosein Azarbonyad|Jan Bakker|Benjamin Vendeville|Jaap Kamps
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Overview of the CLEF 2025 JOKER Lab: Humour in Machine.
Liana Ermakova|Ricardo Campos|Anne-Gwenn Bosser|Tristan Miller
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Robustness of Misinformation Classification Systems to Adversarial Examples Through BeamAttack.
Arnisa Fazla|Lucas Krauter|David Guzman Piedrahita|Andrianos Michail
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Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management.
Luis Gascó|Hermenegildo Fabregat|Laura García-Sardiña|Paula Estrella|Daniel Deniz|Álvaro Rodrigo|Rabih Zbib
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From Uniform to Unique: Adaptive K-12 Assessment Using Large Language Models.
Lokesh Goenka|Ajay Mukund S|P. Sunil Kumar
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Selective Search as a First-Stage Retriever.
Gijs Hendriksen|Djoerd Hiemstra|Arjen P. de Vries
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Spatially Grounded Explanations in VisionLanguage Models for Document Visual Question Answering.
Maximiliano Hormazábal|Héctor Cerezo-Costas|Dimosthenis Karatzas
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Overview of ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.
Bogdan Ionescu|Henning Müller|Dan-Cristian Stanciu|Alexandra-Georgiana Andrei|Ahmedkhan Radzhabov|Yuri Prokopchuk|Liviu-Daniel Stefan|Mihai Gabriel Constantin|Mihai Dogariu|Vassili Kovalev|Hendrik Damm|Johannes Rückert|Asma Ben Abacha|Alba Garcia Seco de Herrera|Christoph M. Friedrich|Louise Bloch|Raphael Brüngel|Ahmad Idrissi-Yaghir|Henning Schäfer|Cynthia Sabrina Schmidt|Tabea Margareta Grace Pakull|Benjamin Bracke|Obioma Pelka|Bahadir Eryilmaz|Helmut Becker|Wen-Wai Yim|Noel Codella|Roberto A. Novoa|Josep Malvehy|Dimitar Dimitrov|Rocktim Jyoti Das|Zhuohan Xie|Ming Shan Hee|Preslav Nakov|Ivan Koychev|Steven Alexander Hicks|Sushant Gautam|Michael A. Riegler|Vajira Thambawita|Pål Halvorsen|Diandra Fabre|Cécile Macaire|Benjamin Lecouteux|Didier Schwab|Martin Potthast|Maximilian Heinrich|Johannes Kiesel|Moritz Wolter|Sharat Anand|Benno Stein
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Overview of ELOQUENT 2025: Shared Tasks for Evaluating Generative Language Model Quality.
Jussi Karlgren|Ekaterina Artemova|Ondrej Bojar|Marie Isabel Engels|Vladislav Mikhailov|Pavel Sindelár|Erik Velldal|Lilja Øvrelid
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Simplified Longitudinal Retrieval Experiments: A Case Study on Query Expansion and Document Boosting.
Jüri Keller|Maik Fröbe|Gijs Hendriksen|Daria Alexander|Martin Potthast|Philipp Schaer
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Overview of Touché 2025: Argumentation Systems.
Johannes Kiesel|Çagri Çöltekin|Marcel Gohsen|Sebastian Heineking|Maximilian Heinrich|Maik Fröbe|Tim Hagen|Mohammad Aliannejadi|Sharat Anand|Tomaz Erjavec|Matthias Hagen|Matyás Kopp|Nikola Ljubesic|Katja Meden|Nailia Mirzakhmedova|Vaidas Morkevicius|Harrisen Scells|Moritz Wolter|Ines Zelch|Martin Potthast|Benno Stein
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SimpleText Best of Labs in CLEF-2024: Application of Large Language Models for Scientific Text Simplification.
Nicholas Largey|Reihaneh Maarefdoust|Shea Durgin|Behrooz Mansouri
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Overview of BioASQ 2025: The Thirteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.
Anastasios Nentidis|Georgios Katsimpras|Anastasia Krithara|Martin Krallinger|Miguel Rodríguez-Ortega|Eduard Rodriguez-López|Natalia V. Loukachevitch|Andrey Sakhovskiy|Elena Tutubalina|Dimitris Dimitriadis|Grigorios Tsoumakas|George Giannakoulas|Alexandra Bekiaridou|Athanasios Samaras|Giorgio Maria Di Nunzio|Nicola Ferro|Stefano Marchesin|Marco Martinelli|Gianmaria Silvello|Georgios Paliouras
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Overview of eRisk 2025: Early Risk Prediction on the Internet.
Javier Parapar|Anxo Pérez|Xi Wang|Fabio Crestani
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Overview of QuantumCLEF 2025: The Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF.
Andrea Pasin|Maurizio Ferrari Dacrema|Washington Cunha|Marcos André Gonçalves|Paolo Cremonesi|Nicola Ferro
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Language-Based Mixture of Transformers for Sexism Identification in Social Networks.
Alexandru Petrescu|Ciprian-Octavian Truica|Elena Simona Apostol
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Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification.
Lukás Picek|Stefan Kahl|Hervé Goëau|Lukás Adam|Théo Larcher|César Leblanc|Maximilien Servajean|Klára Janousková|Jirí Matas|Vojtech Cermák|Kostas Papafitsoros|Robert Planqué|Willem-Pier Vellinga|Holger Klinck|Tom Denton|Juan Sebastián Cañas|Giulio Martellucci|Fabrice Vinatier|Pierre Bonnet|Alexis Joly
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Overview of EXIST 2025: Learning with Disagreement for Sexism Identification and Characterization in Tweets, Memes, and TikTok Videos.
Laura Plaza|Jorge Carrillo-de-Albornoz|Iván Árcos|Paolo Rosso|Damiano Spina|Enrique Amigó|Julio Gonzalo|Roser Morante
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Better Call Claude: Can LLMs Detect Changes of Writing Style?
Johannes Römisch|Svetlana Gorovaia|Mariia Halchynska|Gleb Schmidt|Ivan P. Yamshchikov
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MedAID-ML: A Multilingual Dataset of Biomedical Texts for Detecting AI-Generated Content.
Patrick Styll|Leonardo Campillos-Llanos|Jorge Fernández García|Isabel Segura-Bedmar
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Humour Classification According to Genre and Technique by Fine-Tuning LLMs.
Shih-Hung Wu|Tsz-Yeung Lau|Yu-Feng Huang
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Taxonomy Generation for Scientific Concepts Using Large Language Models.
Yue Zhang|Zi Long Zhu|Artemis Çapari|Hosein Azarbonyad|Zubair Afzal|George Tsatsaronis

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Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025.

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Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025.
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NGU_Research at CheckThat! 2025: An LLM Based Hybrid Fact-Checking Pipeline for Numerical Claims.
Mohamed A. Abdallah|Rokayah M. Fekry|Samhaa R. El-Beltagy
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DataHunter at LongEval: Temporal Stability Analysis of Boolean and CamemBERT-Based Retrieval Systems.
Mukhtar Abenov|Leonardo Pontello|Francesca Zaccarin|Shen Zhang|Nicola Ferro
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Sexism Identification in Tweets Using Ensembles & Augmentation: A Multilingual Approach.
Syeda Rija Hasan Abidi|Muhammad Shoaib Khursheed|Sarah Faisal Sikandar|Sabahat Zahra|Faisal Alvi|Abdul Samad
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UCOM_UNAM_PLN at CheckThat! 2025: Evaluating LLMs in a two-Step Architecture for Numerical Fact Checking.
Guido Acosta|Eduardo Morales|Helena Gómez-Adorno
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Overview of AnimalCLEF 2025: Recognizing Individual Animals in Images.
Lukás Adam|Kostas Papafitsoros|Roman Kovár|Vojtech Cermák|Lukás Picek
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THINKIR at eRisk 2025: Early Detection and Risk Assessment of Depression using Transformer Models.
Subinay Adhikary|Junsume Das|Dwaipayan Roy
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Towards Better Gastrointestinal Diagnosis: Evaluating Vision-Language Models For GI VQA.
Omar Adjali
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Sentence-level Scientific Text Simplification With Just a Pinch of Data.
Marvin M. Agüero-Torales|Carlos Rodríguez Abellán|Carlos A. Castaño Moraga
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CSECU-Learners at CheckThat! 2025: Multilingual Transformer-based Approach for Subjectivity Detection in News Articles Across Multilingual and Zero-shot Settings.
Monir Ahmad|Abu Nowshed Chy
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MSA at ImageCLEF 2025 Multimodal Reasoning: Multilingual Multimodal Reasoning With Ensemble Vision-Language Models.
Seif Ahmed|Mohamed T. Younes|Abdelrahman Moustafa|Abdulrahman Allam|Hamza Moustafa
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Leveraging Model Confidence and Diversity: A Multi-Stage Framework for Sexism Detection.
Anwar Alajmi|Gabriele Pergola
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CogniCIC at EXIST 2025: Identifying Sexist Content in Text and Visual Media using Transformers and Generative AI Models.
Tania Alcántara|Omar García-Vázquez|Hiram Calvo|José E. Valdez Rodríguez
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Team OpenWebSearch at LongEval: Using Historical Data for Scientific Search.
Daria Alexander|Maik Fröbe|Gijs Hendriksen|Matthias Hagen|Djoerd Hiemstra|Martin Potthast|Arjen P. de Vries
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NapierNLP at CheckThat! 2025: Detecting Subjectivity with LLMs and Model Fusion.
Katarina Alexander|Md. Zia Ullah|Dimitra Gkatzia
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Enhancing Job-Skill Matching with LLM-Driven Data Augmentation and Fine-Tuned Bi-Encoders.
Mohab Ali
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Tackling Sexism in Multimodal Social Media: Exploring Hybrid Generative-Transformer models.
Moiz Ali|Lakshmi Yendapalli|Bishoy Tawfik|Matt Winzenried
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AKCIT-FN at CheckThat! 2025: Switching Fine-Tuned SLMs and LLM Prompting for Multilingual Claim Normalization.
Fabrycio Leite Nakano Almada|Kauan Divino Pouso Mariano|Maykon Adriell Dutra|Victor Emanuel da Silva Monteiro|Juliana Resplande Sant'Anna Gomes|Arlindo Rodrigues Galvão Filho|Anderson da Silva Soares
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Prediction of Human Preferences and Explanation Generation with LLM: An Approach Based on RAG, Few-Shot Learning, and Auto-CoT.
Danileth Almanza-Gonzalez|Jairo E. Serrano|Juan Carlos Martínez Santos|Edwin Puertas
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Team KSU at PAN 2025: Multi-Author Writing Style Analysis in English Texts Based on Graph Convolutional Networks.
Abeer Saad Alsheddi|Mohamed El Bachir Menai
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QU-NLP at CheckThat! 2025: Multilingual Subjectivity in News Articles Detection Using Feature-Augmented Transformer Models with Sequential Cross-Lingual Fine-Tuning.
Mohammad Al-Smadi
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Team RAND at LongEval: Composable Information Retrieval with Semantic and Language-Aware Components.
Giorgia Amato|Nicolas Brentel|Alessio Demo|Steven Laghetto|Francesco Pivotto|Iegor Toporov|Nicola Ferro
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Factiverse and IAI at CheckThat! 2025: Adaptive ICL for Claim Extraction.
Pratuat Amatya|Vinay Setty
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CEDNAV-UTB: Efficient Image Retrieval for Arguments with CLIP.
Diego Alberto Guevara Amaya|Jairo Enrique Serrano Castañeda|Juan Carlos Martínez Santos|Edwin Puertas
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Ayeshaamjad at ImageCLEF 2025 Multimodal Reasoning: Visual Question Answering with Structured Data Extraction and Robust Reasoning.
Ayesha Amjad|Fatima Seemab|Saima Kausar|Seemab Latif|Mehwish Fatima
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ANLP-Uniso at Exist! 2025 : Sexism Identification and Characterization in Tweets.
Ghada Ben Amor|Nawres Medimagh|Sawsen Ben Chaabene|Omar Trigui
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Hanuman at Touché: Image Generation with Argument-Aspect Fusion.
Sharat Anand|Maximilian Heinrich
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Trusting Gut Instincts: Transformer-Based Extraction of Structured Data from Gut-Brain Axis Publications.
Lasse Ryge Andersen|Mikkel Hagerup Dolmer|Marius Ihlen Gardshodn|Juan Manuel Rodriguez|Daniele Dell'Aglio
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Overview of the ImageCLEFMedical 2025 GANs Task: Training Data Analysis and Fingerprint Detection.
Alexandra-Georgiana Andrei|Mihai Gabriel Constantin|Mihai Dogariu|Ahmedkhan Radzhabov|Liviu-Daniel Stefan|Yuri Prokopchuk|Vassili Kovalev|Henning Müller|Bogdan Ionescu
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AI Multimedia Lab at ImageCLEFmedical GANs 2025: Identifying Real-Image Usage in Generated Medical Images.
Alexandra-Georgiana Andrei|Mihai Gabriel Constantin|Mihai Dogariu|Liviu-Daniel Stefan|Bogdan Ionescu
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Predicting Human Preferences using a Multi-head BERT Classifier.
Filip F. Andresen|Håkon L. Hyrve|Sander S. Løvaas
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JJ-VMed: A Framework for Automated Concepts, Captions and Explainability of Medical Image.
Johanna Angulo|Jenny Paula Aguilar Guiñez
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AQAMS and AQAMS2: Multi Agent Systems for Biomedical Question Answering.
Johanna Angulo|Víctor Yeste
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Agentic MCS: A Multilingual Clinical Summarization Framework.
Johanna Angulo|Víctor Yeste
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ClaimIQ at CheckThat! 2025: Comparing Prompted and Fine-Tuned Language Models for Verifying Numerical Claims.
Anirban Saha Anik|Md Fahimul Kabir Chowdhury|Andrew Wyckoff|Sagnik Ray Choudhury
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dfkinit2b at CheckThat! 2025: Leveraging LLMs and Ensemble of Methods for Multilingual Claim Normalization.
Tatiana Anikina|Ivan Vykopal|Sebastian Kula|Ravi Kiran Chikkala|Natalia Skachkova|Jing Yang|Veronika Solopova|Vera Schmitt|Simon Ostermann
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DUTH at CLEF JOKER 2025 Tasks 2 and 3: Translating Puns and Proper Names with Neural Approaches.
Georgios Arampatzis|Avi Arampatzis
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DUTH at CLEF 2025 SimpleText Track: Tackling Scientific Text Simplification and Hallucination Detection.
Georgios Arampatzis|Avi Arampatzis
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DUTH at EXIST 2025: Multilingual Sexism Detection with Soft Labels and Transformers.
Georgios Arampatzis|Vasileios Perifanis|Symeon Symeonidis|Avi Arampatzis
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ArcosGPT at EXIST 2025: Identifying Sexism in Memes with Multimodal Deep Learning: Fusing Text and Visual Cues.
Iván Árcos
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Controlling the Quality of Synthetic Medical Images Created via GANs.
Farhaan Areeb|Divyansh Vashist|Lekshmi Kalinathan
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AIRwaves at CheckThat! 2025: Retrieving Scientific Sources for Implicit Claims on Social Media with Dual Encoders and Neural Re-Ranking.
Cem Ashbaugh|Leon Baumgärtner|Tim Gress|Nikita Sidorov|Daniel Werner
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Can Language Models Critique Themselves? Investigating Self-Feedback for Retrieval Augmented Generation at BioASQ 2025.
Samy Ateia|Udo Kruschwitz
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VerbaNexAI at CLEF 2025 JOKER Task 3: Multi-Model LLM Approach for Onomastic Wordplay Translation.
Maria Paz Ramirez Atencio|Jeison D. Jimenez|Deyson Gómez Sánchez|Jairo E. Serrano|Juan Carlos Martínez Santos|Edwin Puertas
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Overview of the CLEF 2025 SimpleText Task 1: Simplify Scientific Text.
Jan Bakker|Benjamin Vendeville|Liana Ermakova|Jaap Kamps
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AlexU-NLP at TalentCLEF 2025: Curriculum-Driven Hybrid Retrieval for Multilingual Job Title Matching.
Rana Barakat|Omar Mokhtar|Marwan Torki|Nagwa M. El-Makky
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Reverse Engineering Generative Fingerprints in Medical Images: A Deep Learning Approach to Training Data Attribution.
Mitra Barve|Nikita Bhedasgaonkar|Isha Shah|Sara Nambiar|Atharva Date|Geetanjali Kale
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DivEye at PAN 2025: Diversity Boosts AI-Generated Text Detection.
Advik Raj Basani|Pin-Yu Chen
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LHS712Team-1 at eRisk@ CLEF 2025: Searching for Depression Symptoms Using Various Natural Language Processing Algorithms.
Aisha Benloucif|Yashasvini Nannapuraju|Sripriya Bellam|Yuyan Hu|Zhe Zhao|V. G. Vinod Vydiswaran
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UmuTeam at CheckThat! 2025: Language-Specific versus Multilingual Models for Fact-Checking.
Tomás Bernal-Beltrán|Ronghao Pan|José Antonio García-Díaz|Rafael Valencia-García
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Overview of the "Voight-Kampff" Generative AI Authorship Verification Task at PAN and ELOQUENT 2025.
Janek Bevendorff|Yuxia Wang|Jussi Karlgren|Matti Wiegmann|Maik Fröbe|Akim Tsivgun|Jinyan Su|Zhuohan Xie|Mervat Abassy|Jonibek Mansurov|Rui Xing|Minh Ngoc Ta|Kareem Ashraf Elozeiri|Tianle Gu|Raj Vardhan Tomar|Jiahui Geng|Ekaterina Artemova|Artem Shelmanov|Nizar Habash|Efstathios Stamatatos|Iryna Gurevych|Preslav Nakov|Martin Potthast|Benno Stein
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Fine-Tuned Sentence Transformer for Multilingual Job Title Matching.
Chinmay Satish Bhangale|Prajwal Anil Gabhane|Anand Kumar Madasamy
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Team cornell-1 at PAN: Ensembling Fine-Tuned Transformer Models for Writing Style Analysis.
Deniz Bölöni-Turgut|Dhriti Verma|Claire Cardie
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UniTor at BioASQ 2025: Modular Biomedical QA with Synthetic Snippets and Multiple Task Answer Generation.
Federico Borazio|Andriy Shcherbakov|Danilo Croce|Roberto Basili
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Style Change Detection Using Graph and Structural Linguistic Features for Multi-Author Writing Analysis.
Ioana-Roxana Boriceanu|Andra-Elena Baltoiu
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VerbaNexAI Lab at CheckThat! 2025: Fine-Tuning DeBERTa for Multi-Label Scientific Discourse Detection in Tweets.
Mervin Jesus Sosa Borrero|Jairo Enrique Serrano Castañeda|Juan Carlos Martínez Santos|Edwin Alexander Puertas Del Castillo
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SEUPD@CLEF: Team BASETTE at LongEval: IR System for Basic Hardware.
Alberto Bottari|Lorenzo Croce|Fatemeh Mahvari Habib Abadi|Nicola Ferro
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Pirate Passau at Touché: Do We Need to Get Complex? A Comparative Analysis of Traditional and Advanced NLP Approaches for Advertisement Classification.
Tarek Al Bouhairi|Alaa Alhamzeh
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CIR at LongEval 2025: Exploring Temporal Sensitivity in Web Retrieval.
Florian Braun|Timo Busch|Muhammed Sirac Coban|Maryam El Ghadioui|Davit Hovhannisyan|Kristine Jonina|Andreas Large|Felix Zhi Yong Lin|Eric Loewenstein|Lars Maaßen|Nadine Maron|Mark Henri Mörsheim|Joshua Azimoh Nduka Ofunim|Vadims Romanovskis|Alexander Simon|Jan Witalla|Max Wollenberg|Jüri Keller|Philipp Schaer
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Multilingual Job Title Matching with MPNet-Based Sentence Transformers.
Adam Brikman|Michael Sana|Holden Ruegger
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CLTL at EXIST 2025: Identifying Sexist Memes Using an Ensemble of Shallow and Transformer Models.
Ariana Britez|Ilia Markov
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Team 3DS2A at LongEval: Performance Evaluation over Time of IR Systems with Proximity Search and Reranking Components.
Andrea Bruttomesso|Daniele Cavazza|Alessandro Corrò|Simone Peraro|Davide Seghetto|Nicola Ferro
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UIT-Oggy at ImageCLEFmedical 2025 Caption: CSRA-Enhanced Concept Detection and BLIP-Driven Vision-Language Captioning.
Gia-Phuc Bui-Hoang|My-Huyen Dinh-Doan|Van-Minh Luong|Thien B. Nguyen-Tat
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ClimateSense at CheckThat! 2025: Combining Fine-tuned Large Language Models and Conventional Machine Learning Models for Subjectivity and Scientific Web Discourse Analysis.
Grégoire Burel|Pasquale Lisena|Enrico Daga|Raphaël Troncy|Harith Alani
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Navigating Partial UMLS Terminology: GAT Embeddings and Confidence Analysis for Multilingual Concept Linking.
Albina Burlova
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DEMA²IN at Touché: Salient Events Extraction for Ideology and Power Identification in Parliamentary Debates.
Benjamin Callac|Anne-Gwenn Bosser|Florence Dupin de Saint-Cyr|Eric Maisel
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HULAT-UC3M at Task1@eRisk 2025: Detecting Depression Using Machine Learning Approaches.
Javier Campos-Molina|Paloma Martínez
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Overview of BirdCLEF+ 2025: Multi-Taxonomic Sound Identification in the Middle Magdalena, Colombia.
Juan Sebastián Cañas|Stefan Kahl|Tom Denton|Maria Paula Toro-Gómez|Susana Rodríguez-Buritica|Jose Luis Benavides-Lopez|Juan Sebastian Ulloa|Paula Caycedo-Rosales|Holger Klinck|Hervé Goëau|Willem-Pier Vellinga|Robert Planqué|Alexis Joly
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Extended Abstract of LongEval at CLEF 2025: Longitudinal Evaluation of IR Systems on Web and Scientific Data.
Matteo Cancellieri|Alaa El-Ebshihy|Tobias Fink|Maik Fröbe|Petra Galuscáková|Gabriela González Sáez|Lorraine Goeuriot|David Iommi|Jüri Keller|Petr Knoth|Philippe Mulhem|Florina Piroi|David Pride|Philipp Schaer
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SARD at LongEval: On Longitudinal Evaluation of IR Systems by Using Query Rewriting and Hybrid Queries.
Damiano Caon|Riccardo Dal Maschio|Alessandro Disarò|Sofia Maule|Nicola Ferro
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I2C-UHU-PERSEUS at PlantClef 2025: Multi-Label Identification and Classification of Plant Species in Images Using Object Detection Techniques.
Jesús Tejón Carrillo|David Prieto Araujo|Victoria Pachón Álvarez|Jacinto Mata Vázquez
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ELiRF-UPV at eRisk 2025: New approaches to the Detection and Early Detection of Symptoms and Signs of Depression.
Andreu Casamayor|Vicent Ahuir|Antonio Molina|Lluís-Felip Hurtado
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Detecting Training Data Fingerprints in GAN-Generated Medical Images.
Shruti Chandrasekar|Vedajanaani R. S|Vijayalakshmi P
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Identify Training Data Subsets in GAN-Generated Medical Images.
Shruti Chandrasekar|Vedajanaani R. S|Vijayalakshmi P
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AUEB NLP Group at ImageCLEFmedical Caption 2025.
Anna Chatzipapadopoulou|Ippokratis Pantelidis|Foivos Charalampakos|Marina Samprovalaki|Georgios Moschovis|Panagiotis Kaliosis|Kalliopi V. Dalakleidi|John Pavlopoulos|Ion Androutsopoulos
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PICT at CLEF 2025 JOKER Track: Humour-Aware Information Retrieval using BERT-Enhanced Ensemble Methods.
Tanish Chaudhari|Ashni A. Vora|Sanjeev Hotha|Sheetal Sonawane
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Modeling Annotator Subjectivity for Sexism Detection on Social Media.
Qizhang Chen|Leilei Kong|Yanfu Chen|Changxin Sun
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Llama-3 with 4-bit Quantization and IA3 Tuning for Multi-Author Writing Style Analysis.
Donejie Chen|Jijie Li|Haoliang Qi
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Beyond Binary: 7-Class Sexism Identification via ModernBERT and SCL.
Donejie Chen|Haoliang Qi
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CLEF 2025 JOKER Track Enhancing Humor-Aware Information Retrieval with Relevance-Aware Classification.
Bo Chen|Changle Zhong|Leilei Kong
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NCU-IISR: Biomedical Question Answering via Gemini and GPT APIs in the BioASQ 13b Phase B Challenge.
Bing-Chen Chih|Jen-Chieh Han|Hsi-Chuan Hung|Richard Tzong-Han Tsai
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Generalizable BERT-Based Cross-Media Sexism Classification.
Tim Chopard|Darren Rawlings
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Enhancing Presence-Absence Prediction Models Using Presence-Only Data.
Tim Chopard|Darren Rawlings
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Modality-Guided Radiology Caption Prediction with small Vision-Language Models and image classifier.
Raisa Nusrat Chowdhury|Mahmudul Hoque|Md. Rakibul Hasan|Ojonugwa Oluwafemi Ejiga Peter|Md Mahmudur Rahman
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NLPDame at EXIST: Sexism Categorization in Tweets via Multi-Head Multi-Task Models, LLM & RAG Voting Synergy.
Christina Christodoulou
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SINAI in SimpleText CLEF 2025: Simplifying Biomedical Scientific Texts and Identifying Hallucinations Using GPT-4.1 and Pattern Detection.
Jaime Collado-Montañez|Jenny Alexandra Ortiz Zambrano|César Espin-Riofrio|Arturo Montejo-Ráez
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lasigeBioTM at BioASQ25 Task GutBrainIE - Lean Large Language Models with Syntactic Features.
Sofia I. R. Conceição|Paulo R. C. Lopes|Francisco M. Couto
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Team GPLSI at QClef 2025: Quantum-Inspired Instance Selection and Clustering.
Juan Pablo Consuegra-Ayala|Aitana Morote Martínez|Francisco Valero-Abellón|Elena Lloret|Paloma Moreda|Manuel Palomar
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NetGuardAI at EXIST2025: Sexism Detection using mDeBERTa.
Maria-Diana Cotelin|Ciprian-Octavian Truica|Elena Simona Apostol
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Fake It 'Til You Make It Human.
Aldan Creo|Maximiliano Hormazábal-Lagos|Héctor Cerezo-Costas|Pedro Alonso Doval
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Overview of ImageCLEFmedical 2025 - Medical Concept Detection and Interpretable Caption Generation.
Hendrik Damm|Tabea Margareta Grace Pakull|Helmut Becker|Benjamin Bracke|Bahadir Eryilmaz|Louise Bloch|Raphael Brüngel|Cynthia S. Schmidt|Johannes Rückert|Obioma Pelka|Henning Schäfer|Ahmad Idrissi-Yaghir|Asma Ben Abacha|Alba Garcia Seco de Herrera|Henning Müller|Christoph M. Friedrich
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GemDetox at TextDetox CLEF 2025: Enhancing a Massively Multilingual Model for Text Detoxification on Low-resource Languages.
Trung Duc Anh Dang|Ferdinando Pio D'Elia
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Graphwise @ CLEF-2025 GutBrainIE: Towards Automated Discovery of Gut-Brain Interactions - Deep Learning for NER and Relation Extraction from PubMed Abstracts.
Aleksis Datseris|Mario Kuzmanov|Ivelina Nikolova-Koleva|Dimitar Taskov|Svetla Boytcheva
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JU_NLP at CheckThat! 2025: A Confidence-guided Transformer-based Approach for Multilingual Subjectivity Classification.
Srijani Debnath|Dipankar Das
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Multilingual JobBERT for Cross-Lingual Job Title Matching.
Jens-Joris Decorte|Matthias De Lange|Jeroen Van Hautte
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Overview of the Multilingual Text Detoxification Task at PAN 2025.
Daryna Dementieva|Vitaly Protasov|Nikolay Babakov|Naquee Rizwan|Ilseyar Alimova|Caroline Brun|Vasily Konovalov|Arianna Muti|Chaya Liebeskind|Marina Litvak|Debora Nozza|Shehryaar Shah Khan|Sotaro Takeshita|Natalia Vanetik|Abinew Ali Ayele|Florian Schneider|Xintong Wang|Seid Muhie Yimam|Ashraf Elnagar|Animesh Mukherjee|Alexander Panchenko
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Bridging the Modality Gap Through CoT-Enhanced Multimodal Reasoning.
Shengjun Deng|Guo Niu|Xiongfei Yao|Huanlin Mo|Tao Li|Shuaiwei Jiao
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The Kasukabe Defense Group at MEDIQA-MAGIC 2025: Clinical Visual Question Answering with Resource-Efficient Multi-modal Learning.
Khushi Bahadur Desai|Varunkumar S. Hiregoudar|Ishan G. Kulkarni|Ratan Dhane|Padmashree Desai|Sujatha C|Uma Mudenagudi|Ramesh Ashok Tabib
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cepanca_UNAM at CheckThat! 2025: A Language-driven BERT Approach for Detection of Subjectivity in News.
Iván Díaz|Jessica Barco|Joana Hernández|Edgar Lee-Romero|Gemma Bel-Enguix
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Overview of ElCardioCC Task on Clinical Coding in Cardiology at BioASQ 2025.
Dimitris Dimitriadis|Vasiliki Patsiou|Eleonora Stoikopoulou|Achilleas Toumpas|Alkis Kipouros|Alexandra Bekiaridou|Konstantinos Barmpagiannos|Anthi Vasilopoulou|Antonios Barmpagiannos|Athanasios Samaras|Dimitrios Papadopoulos|George Giannakoulas|Grigorios Tsoumakas
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Overview of ImageCLEF 2025 - Multimodal Reasoning.
Dimitar Dimitrov|Ming Shan Hee|Zhuohan Xie|Rocktim Jyoti Das|Momina Ahsan|Sarfraz Ahmad|Nikolay Paev|Ivan Koychev|Preslav Nakov
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LIS at SimpleText 2025: Enhancing Scientific Text Accessibility with LLMs and Retrieval-Augmented Generation.
Anya Amel Nait Djoudi|Sarah Nouali|Mohsine Aabid|Ismail Badache|Adrian-Gabriel Chifu|Patrice Bellot
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NITK SCaLAR Lab at the CLEF 2025 SimpleText Track: Transformer-Based Models for Biomedical Sentence Simplification (Task 1.1).
Arya Adwait Dongre|Ankita Vaadiraaju|Anand Kumar Madasamy
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Sky.Duan at TextDetox CLEF 2025/Multilingual Text Detoxification 2025: An Intelligent Approach Integrating Local Models and Large Language Models.
Xianbing Duan|Jiangao Peng|Kaiyin Sun|Zhongyuan Han
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SINAI at BioASQ@CLEF 2025: A Multi-Stage RAG Pipeline for Biomedical Semantic Question Answering.
Sara Dueñas-Romero|Luis Alfonso Ureña López|Eugenio Martínez-Cámara
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CornellNLP at CheckThat! 2025: Hybrid LLaMA-GPT-4 Ensembles with Confidence Filtering for Numerical Claim Verification.
Lea Duesterwald|Adi Arora|Claire Cardie
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JU-NLP at Touché: Covert Advertisement in Conversational AI-Generation and Detection Strategies.
Arka Dutta|Agrik Majumdar|Sombrata Biswas|Dipankar Das|Sivaji Bandyopadhyay
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CEA-LIST at CheckThat! 2025: Evaluating LLMs as Detectors of Bias and Opinion in Text.
Akram Elbouanani|Evan Dufraisse|Aboubacar Tuo|Adrian Popescu
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Overview of the CLEF 2025 JOKER Task 1: Humour-aware Information Retrieval.
Liana Ermakova|Ricardo Campos|Anne-Gwenn Bosser|Tristan Miller
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Overview of the CLEF 2025 JOKER Task 2: Wordplay Translation from English into French.
Liana Ermakova|Ricardo Campos|Anne-Gwenn Bosser|Tristan Miller
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Overview of the CLEF 2025 JOKER Task 3: Onomastic Wordplay Translation.
Liana Ermakova|Tristan Miller|Yaël Naud|Anne-Gwenn Bosser|Ricardo Campos
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Preprocessing Is All You Need: TheHeartOfNoise Submission to PlantCLEF 2025.
Vincent Espitalier
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Few-Shot Fungi Classification with Prototypical Networks Using Multiple Pretrained Embedding Models.
Jack N. Etheredge
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RECAIDSTechTitans at CLEF 2025: Simplifying Scientific Text and Identifying Spurious Sentences using T5.
Stergio Eugin|Beulah A|Sathvikha V|Sangamithra V
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HF_Detox at TextDetox CLEF 2025: Prompt-Driven Multilingual Detoxification.
Humaira Farid|Zainab Ahmad|Ahmad Mahmood|Iqra Ameer
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AI Wizards at CheckThat! 2025: Enhancing Transformer-Based Embeddings with Sentiment for Subjectivity Detection in News Articles.
Matteo Fasulo|Luca Babboni|Luca Tedeschini
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Gradient Boosting Similarity in Entity Matching.
Sergei Fedorchenko|Sergei Arefiev
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ECA-SIMM-UVa at EXIST 2025: A Segmentation Oriented Approach to Sexism Detection in Tik Tok Videos Based on a "One Is Enough" Paradigm.
David Fernández-García|Enrique Amigó Cabrera|Valentín Cardeñoso-Payo
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Zero-Shot Segmentation through Prototype-Guidance for Multi-Label Plant Species Identification.
Luciano Araujo Dourado Filho|Almir Moreira da Silva Neto|Rodrigo Pereira David|Rodrigo Tripodi Calumby
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COMFOR at EXIST 2025: Support Vector Machines vs. Large Language Models in Sexism Detection.
Fabio Fritzsche|Jenny Felser|Michael Spranger
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KSU at CheckThat! 2025: Two-stage approach to fact-checking numerical claims.
Keito Fukuoka|Hisashi Miyamori
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SEUPD@CLEF Team RISE at LongEval: Improving Search by Crafting Titles and Matching URLs.
Davide Furlan|Giulia Gibellato|Seyedeh Sara Nazirialhashem|Emanuele Pase|Alberto Pasqualetto|Filippo Tiberio|Nicola Ferro
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Multimodal AI for Gastrointestinal Diagnostics: Tackling VQA in MEDVQA-GI 2025.
Sujata Gaihre|Amir Thapa Magar|Prasuna Pokharel|Laxmi Tiwari
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SEUPD2425-RACOON at LongEval 2025: A novel approach to Information Retrieval with LLM-based query expansion and temporal relevance feedback techniques.
Giovanni Gaio|Filippo Mazzarotto|Matteo Meneghin|Enrico Saro|Francesco Visonà|Nicola Ferro
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LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge.
Dima Galat|Diego Mollá Aliod
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University of Avignon at the CLEF 2025 SimpleText Track: Guided Medical Abstract Simplification.
Ygor Gallina|Tania Jiménez|Stéphane Huet
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I2C-UHU-PEGASUS at FungiCLEF 2025: Multimodal Pipeline for Rare Fungal Species Classification Using Fine-Tuned VLMs and Ecological Context.
Fernando Carrillo García|Victoria Pachón Álvarez|Jacinto Mata Vázquez|Manuel Guerrero-García
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Brief Overview of TalentCLEF 2025.
Luis Gascó|Hermenegildo Fabregat|Laura García-Sardiña|Paula Estrella|Daniel Deniz|Álvaro Rodrigo|Rabih Zbib
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Overview of ImageCLEFmedical 2025 - Visual Question Answering and Synthetic Image Generation for Gastrointestinal Tract.
Sushant Gautam|Vajira Thambawita|Michael Riegler|Pål Halvorsen|Steven Hicks
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Identifying the Origins of Synthetic Biomedical Images: An Ensemble Approach with Pseudo-Labeling.
Amilcare Gentili
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Quantum Feature Selection from Interpretable Models using a QUBO Formulation.
Flavio Giobergia|Claudio Savelli|Alkis Koudounas|Elena Baralis
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Hybrid Re-ranking for Biomedical Entity Linking using SapBERT Embeddings: A High-Performance System for BioNNE-L 2025-1.
Daniel Peña Gnecco|Jairo Serrano|Edwin Puertas|Juan Carlos Martínez Santos
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One Detector per Bird: A Scalable Binary Classification Approach for BirdCLEF 2025.
Shreejith Suthraye Gokulnath|Chandrima Das|Arya Gaikwad|Keerthana Senthilnathan|Shruti Sawant
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Group Relative Policy Optimization for Spanish Clinical Case Report Summarization.
Georgi Grazhdanski
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Overview of the Plagiarism Detection Task at PAN 2025.
André Greiner-Petter|Maik Fröbe|Jan Philip Wahle|Terry Ruas|Bela Gipp|Akiko Aizawa|Martin Potthast
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I2C-UHU-Altair at EXIST2025: Multimodal Sexism Detection and Classification Using Advanced Vision-Language Models BLIP2 and Qwen, Large Language Models, and Learning with Disagreement Frameworks.
Manuel Guerrero-García|Fernando Carrillo-García|Jacinto Mata Vázquez|Victoria Pachón Álvarez
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The Distinctive Data-Centric Approach for the Voight Kampff Task.
Rohit Raj Gunti
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Evaluating the Performance of the Finetuned Quantized Llama 3 Based on Relevance, Truthfulness, Naturalness, and Safety.
Rohit Raj Gunti|Abebe Rorissa
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SCIRE at BioASQ 2025: LLM Driven Biomedical Named Entity Recognition for GutBrainIE 2025.
Harsh Prakash Gupta|Ritwik Banerjee
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TIFIN at CheckThat! 2025: Cross-Lingual Subjectivity Classification in News through Monolingual, Multilingual, and Zero-Shot Learning.
Kishan Gurumurthy|Ashish Shrivastava|Pawan Kumar Rajpoot|Prasanna Devadiga|Bharatdeep Hazarika|Manish Jain|Manan Sharma|Arya Suneesh|Anshuman B. Suresh|Aditya U. Baliga
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Tile-Based ViT Inference with Visual-Cluster Priors for Zero-Shot Multi-Species Plant Identification.
Murilo Gustineli|Anthony Miyaguchi|Adrian Cheung|Divyansh Khattak
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Overview of the CLEF-2025 CheckThat! Lab Task 4 on Scientific Web Discourse.
Salim Hafid|Yavuz Selim Kartal|Sebastian Schellhammer|Katarina Boland|Dimitar Dimitrov|Sandra Bringay|Konstantin Todorov|Stefan Dietze
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NCU-IISR: A Retrieval-Augmented Generation Approach for BioASQ 13b Phase A and A+.
Jen-Chieh Han|Bing-Chen Chih|Hsi-Chuan Hung|Richard Tzong-Han Tsai
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GutUZH at CLEF2025 BioASQ Task 6: a Method of SOTA Performance with the Best Results at GutBrainIE NER Subtask 1.
Jinyi Han|Yeyang Liu
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Knowledge Expansion Guided by Justification for Improved Sexism Categorization.
Kapioma Villarreal Haro|Fernando Sánchez-Vega|Adrián Pastor López-Monroy
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Leveraging Reasoning of Auto-Revealed Insights via Knowledge Injection and Evolutionary Prompting for Sexism Analysis.
Kapioma Villarreal Haro|Judith Tavarez-Rodríguez|Guillermo Segura-Gómez|Alejandro Rosales-Pérez|Fernando Sánchez-Vega|Adrián Pastor López-Monroy
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Investigators at CheckThat! 2025: Using LLMs to Improve Fact-Checking.
Syed Muhammad Ather Hashmi|Sidra Aamir|Muhammad Anas|Turab Usmani|Faisal Alvi|Abdul Samad
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TIFIN at CheckThat! 2025: X-VERIFY - Multi-lingual NLI-based Fact Checking with Condensed Evidence.
Bharatdeep Hazarika|Prasanna Devadiga|Pawan Kumar Rajpoot|Aditya U. Baliga|Kishan Gurumurthy|Manish Jain|Manan Sharma|Ashish Shrivastava|Arya Suneesh|Anshuman B. Suresh
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DS4DH Group at ImageCLEFmedical Caption 2025.
Jiawei He|Sohrab Ferdowsi|Weibo Feng|Fernando Alves|Alexandra Platon|Douglas Teodoro
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DS@GT at CheckThat! 2025: Detecting Subjectivity via Transfer-Learning and Corrective Data Augmentation.
Maximilian Heil|Dionne Bang
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DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification.
Maximilian Heil|Aleksandar Pramov
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Multi-Label Plant Species Prediction with Metadata-Enhanced Multi-Head Vision Transformers.
Hanna Herasimchyk|Robin Labryga|Tomislav Prusina
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Parlez-vous Picto? A Transformer-Based Approach for Text-to-Picto and Speech-to-Picto Translation in French.
Maja J. Hjuler|Indira Fabre
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THM@SimpleText 2025 - Task 1.1: Revisiting Text Simplification based on Complex Terms for Non-Experts.
Nico Hofmann|Julian Dauenhauer|Nils Ole Dietzler|Idehen Daniel Idahor|Christin Katharina Kreutz
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MetaDetox at TextDetox CLEF 2025: Detoxification with Few-Chain Prompting.
Sara Bourbour Hosseinbeigi|Amin Saeidi Kelishami|Maryam Gheysari|Fatemeh Rahimzadeh
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Team TMU at PAN 2025: An Ensemble of Fine-Tuned LaBSE and Siamese Neural Network for Multi-Author Writing Style Analysis.
Sara Bourbour Hosseinbeigi|Ali Mehrani
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Clinical Entity Recognition and Linking in Greek Discharge Letters using Multilingual-LLM-Based Multi-Stage System.
Bor-Woei Huang
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Application and Analysis of Roberta-base Model Fine Tuning Based on Data Enhancement in AI Text Detection.
Jiancheng Huang|Haojie Cao|Xiaocan Lin|Zhongyuan Han
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Team plutohbj at ImageCLEF 2025 Multimodal Reasoning: Meta-learning LoRa fine-tuning for MultimodalReasoning.
Baijian Huang|Changle Zhong|Kai Yan
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A Benchmark Collection for Assessing Scholarly Search by Non-Educated Users.
Stéphane Huet|Eric SanJuan
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Dandys-de-BERTganim at EXSIST 2025: a Multi-task Learning Architecture for Sexism Identification.
Marc Hurtado|Aleixandre Tarrasó
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Sexism Detection in Multilingual Tweets.
Ahmed Ibrahim|Rui Pedro Lopes
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ReText.Ai Team at PAN 2025: Applying a Multiple Classification Heads to a Transformer Model for Human-AI Collaborative Text Classification.
Daria Ignatenko|Konstantin Zaitsev|Olga Shkriaba
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Post-Hoc Aggregation as a Competitive Alternative to Model-Centric Pipelines: NEUON Submission to PlantCLEF 2025.
Hamza Ahmed Ishrat|Sue Han Lee|Yang Loong Chang|Kok Chin Chai
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TrankilTwice at EXIST2025: Detecting Sexism in Memes under Multi-Lingual Settings.
Paolo Italiani|Fariha Maqbool|David Gimeno-Gómez|Elisabetta Fersini|Carlos D. Martínez-Hinarejos
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Arcturus at CheckThat! 2025: DeBERTa-v3-base for Multilingual Subjectivity Detection in News Articles.
Rahul Jambulkar|Aditya Aditya|Sukomal Pal
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Overview of FungiCLEF 2025: Few-Shot Classification With Rare Fungi Species.
Klára Janousková|Jirí Matas|Lukás Picek
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Sexism Identification using Annotator Ranking in Memes: A Multimodal Approach Using Transformers.
Deobrat Kumar Jha|Mitesh Kumar Mandal|Anand Kumar Madasamy
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Team SINAI-INTA at PAN 2025: Uncovering Machine Generated Text with Linguistic Features.
Maria Jimeno-Gonzalez|Eugenio Martínez-Cámara|Noelia Fernandez|Pedro Díaz-García|Luis Alfonso Ureña López
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BIT.UA at BioASQ 13B: Revisiting Evaluation, DPRF-Enhanced Retrieval and Fine-Tuned LLMs.
Richard A. A. Jonker|Tiago Melo Almeida|João Rafael Almeida|Sérgio Matos
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Git Gud at Touché: Unified RAG Pipeline for Native Ad Generation and Detection.
Sameer Kamani|Muhammad Taqi|Muhammad Ansab Chaudhary|Muhammad Ahmad Humayun Hanif|Faisal Alvi|Abdul Samad
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Constrained Linked Entity ANnotation using RAG (CLEANR).
Benedikt Kantz|Stefan Lengauer|Peter Waldert|Tobias Schreck
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FU-TU-DFKI@eRisk 2025: A Linguistically Informed but Overdiagnosing Approach to Early Depression Detection.
Elif Kara|Rosa Esther Martín-Peña|Lisa Raithel
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Overview of Robustness and Consistency Task of the ELOQUENT 2025 Lab for Evaluating Generative Language Model Quality.
Jussi Karlgren|Marie Isabel Engels|Maria Barrett|Rohit Raj Gunti|Mohanna Hoveyda|Bruno N. Sotic|Jaap Kamps|Mika Koistinen|Elaine Zosa
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From Named Entities to Relations: End-to-End Biomedical Information Extraction.
Ron Keinan|Amir David Nissan Cohen|Reut Tsarfaty
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Multilingual Sexism Detection through Domain Adaptation and Label-Augmented Translation.
Sahrish Khan|Arshad Jhumka|Gabriele Pergola
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Overview of Touché 2025: Argumentation Systems.
Johannes Kiesel|Çagri Çöltekin|Marcel Gohsen|Sebastian Heineking|Maximilian Heinrich|Maik Fröbe|Tim Hagen|Mohammad Aliannejadi|Sharat Anand|Tomaz Erjavec|Matthias Hagen|Matyás Kopp|Nikola Ljubesic|Katja Meden|Nailia Mirzakhmedova|Vaidas Morkevicius|Harrisen Scells|Moritz Wolter|Ines Zelch|Martin Potthast|Benno Stein
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TeamCMU at Touché: Adversarial Co-Evolution for Advertisement Integration and Detection in Conversational Search.
To Eun Kim|João Coelho|Gbemileke Onilude|Jai Singh
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Prompting Matters: Snippet-Aware Strategies for Biomedical QA with LLMs in BioASQ 13b.
Hajung Kim|Hoonick Lee|Yewon Cho|Jungwoo Park|Jueon Park|Soyon Park|Yan Ting Chok|Seungheun Baek|Donghyeon Lee|Jaewoo Kang
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Fusion of Global and Local Descriptors with Feature Calibration for Multi-Species Animal Re-Identification: AnimalCLEF 2025.
Dongyeon Kim|Bohee Park|Hanjun Bae|Sua Lee|Chaeyeon Lee
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UM_FHS at the CLEF 2025 SimpleText Track: Comparing No-Context and Fine-Tune Approaches for GPT-4.1 Models in Sentence and Document-Level Text Simplification.
Primoz Kocbek|Gregor Stiglic
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SVATS at PAN 2025 TextDetox: Can Small Models Outperform Large Ones in Text Detoxification?
Vladislav Kozlovskiy|Sameer Tantry|Alexander Ploskin|Tatyana Matveeva|Sofya Savelyeva
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ContextDrift at ImageCLEF 2025 Multimodal Reasoning: Evaluating VLMs' Multimodal, Multilingual and Multidomain Reasoning Capabilities via Thinking Budget Variations and Textual Augmentation.
Vasilena T. Krazheva|Diana Markova|Dimitar Dimitrov|Ivan Koychev|Preslav Nakov
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University of Amsterdam at the CLEF 2025 JOKER Track.
Alecsandru Kreefft-Libiu|Finley Helms|Cem Selçuk|Jan Bakker|Jaap Kamps
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OpenFact at PAN 2025: Punctuation-Guided Pretraining for Sentence-Level Style Change Detection.
Ewelina Ksiezniak|Krzysztof Wecel|Marcin Sawinski
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Voight-Kampff AI Detection Sensitivity.
Ritesh Kumar|Arya Trivedi|Ojaswa Varshney
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CLEF 2025 JOKER Track: No Pun Left Behind.
Igor Kuzmin
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ylmmcl at Multilingual Text Detoxification 2025: Lexicon-Guided Detoxification and Classifier-Gated Rewriting.
Nicole Lai-Lopez|Lusha Wang|Su Yuan|Lisa Zhang
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Multilingual and Nested Biomedical Named Entity Normalization via Candidate Retrieval and Lightweight Large Language Model Disambiguation.
Antoine D. Lain|Chaeeun Lee|Simona E. Doneva|Maria Juliana Rodriguez-Cubillos|Elisa Castagnari|T. Ian Simpson|Joram M. Posma
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AIIRLab Systems for CLEF 2025 SimpleText: Cross-Encoders to Avoid Spurious Generation.
Nicholas Largey|Deiby Wu|Behrooz Mansouri
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Leveraging Conversational Context and Semantic Relabeling for Early Depression Detection.
Xabier Larrayoz|Arantza Casillas|Alicia Pérez
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Generative AI detection using simple Feature Selection and SVM.
Joseph Larson
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LIS at CheckThat! 2025: Multi-Stage Open-Source Large Language Models for Fact-Checking Numerical Claims.
Quy Thanh Le|Ismail Badache|Aznam Yacoub|Maâmar El-Amine Hamri
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Understanding Gut-Brain Interplay in Scientific Literature: A Hybrid Approach from Classification to Generative LLM Reasoning.
Chaeeun Lee|Simona E. Doneva|Maria Juliana Rodriguez-Cubillos|Elisa Castagnari|Antoine D. Lain|Joram M. Posma|T. Ian Simpson
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AI Stat Lab: A Modular Framework for Clinically Accurate Medical Image Captioning Using Vision-Language Models.
Yunseo Lee|Hyun Jun Kim|Heeseung Shin|Changwon Lim
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DermoSegDiff and DermKEM for Comprehensive Dermatology AI.
Nguyen Pham Hoang Le|Hoang Pham Duc Huy|Hien Thai Dinh Nhat|Hoang Thach Minh|Thien B. Nguyen-Tat
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Team CNLP-NITS-PP at PAN: Advancing Generative AI Detection: Mixture of Experts with Transformer Models.
Lekkala Sai Teja|Annepaka Yadagiri|Partha Pakray
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Anastasia at MEDIQA-MAGIC 2025: A Multi-Approach Segmentation Framework with Extensive Augmentation.
Tung Thanh Le|Tri Minh Ngo|Khoi Dinh Nguyen|Trung Hieu Dang|Trong Hoang Pham|Thien B. Nguyen-Tat
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Text Author Classification: A ModernBERT Approach with Gradient Loss Function.
Zhankeng Liang|Kaiyin Sun|Haojie Cao|Jieren Luo|Zhongyuan Han
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Fine-Grained Human-AI Collaborative Text Classification Using DeBERTa.
Tao Li|Guo Niu
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Team wqd at Style Change Detection in Multi-Author Writing: A Deep Learning Approach Based on DeBERTa.
Xiaocan Lin|Chang Liu|Xianbing Duan|Zhongyuan Han
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SCL-DeBERTa: Multi-Author Writing Style Change Detection Enhanced by Supervised Contrastive Learning.
Kaichuan Lin|Chang Liu|Fuchuan Ye|Zhongyuan Han
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Team Bohan Li at PAN: DeBERTa-v3 with R-Drop Regularization for Human-AI Collaborative Text Classification.
Bohan Li|Haoliang Qi|Kai Yan
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Generative AI Authorship Verification Based on Contrastive-Enhanced Dual-Model Decision System.
Junlang Liu|Leilei Kong|Zhenyu Peng|Feifan Chen
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Tighnari v2: Mitigating Label Noise and Distribution Shift in Multimodal Plant Distribution Prediction via Mixture of Experts and Weakly Supervised Learning.
Haixu Liu|Yufei Wang|Tianxiang Xu|Chuancheng Shi|Hongsheng Xing
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TextDetox CLEF 2025/Multilingual Text Detoxification 2025 Jiaozipi: A Multilingual Text Detoxification Method Based on Large Language Model-Based Ensemble Learning.
Xiaohui Liu|Yusheng Yi|Zhaotian Chen|Simin Xu|Zijun Ke|Xin Guo|Yubo Huang|Wenxuan Zhang|Jiayi Chen|Yong Han
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LYX_DMIIP_FDU At BioASQ 2025: Utilizing BERT Embeddings For Biomedical Text Mining.
Yuxuan Liu|Shanfeng Zhu
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BIBERT-Pipe on Biomedical Nested Named Entity Linking at BioASQ 2025.
Chunyu Li|Xindi Zheng|Siqi Liu
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COTECMAR-UTB at TalentCLEF 2025: Linking Job Titles and ESCO Skills with Sentence Transformer Embeddings.
Jhonattan Llamas|Edwin Puertas|Jairo Serrano|Juan Martinez
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lasigeBioTM: A Lean Biomedical QA System Empowered by Structured Knowledge.
Paulo R. C. Lopes|Sofia I. R. Conceição|Maria Fernandes|Francisco M. Couto
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Development of a Biomedical Question Answering System Based on Transformer Models.
Lila López|Juan Carlos Martínez Santos|Edwin Puertas
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Team jr at Generative Plagiarism Detection 2025: A Two-Stage Approach: From TF-IDF/Jaccard Filtering to Transformer Classification.
Jieren Luo|Mancheng Huang|Biao Liu|Zhongyuan Han
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ELOQUENT Sensemaking Task: LLMs in the Evaluator Role.
Kateryna Lutsai|Matyás Thér|Jonás Venc|Ondrej Bojar
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Few-Shot Classification of Fungi Species Using Contrastive Representation Learning and Multimodal Fusion.
Lianping Lu|Heng Yang|Shuo Li|Fang Liu|Puhua Chen|Wenping Ma
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Overview of the 2025 ImageCLEFtoPicto Task - Investigating the Generation of Pictogram Sequences from Text and Speech.
Cécile Macaire|Diandra Fabre|Benjamin Lecouteux|Didier Schwab
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mdok of KInIT: Robustly Fine-tuned LLM for Binary and Multiclass AI-Generated Text Detection.
Dominik Macko
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UET@eRisk2025: Severity Estimation for Depression Symptoms Searching and Early Risk Detection.
Tu-Phuong Mai|Minh-Ha H. Le|Duc-Luong Tran|Duy-Cat Can|Hoang-Quynh Le
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JU_NLP at CheckThat! 2025: Leveraging Hybrid Embeddings for Multi-Label Classification in Scientific Social Media Discourse.
Arpan Majumdar|Dipankar Das|Pritam Pal
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Multimodal Learning for Skin Lesion Segmentation and Closed Visual Question Answering.
Bhagyashree Mallanaikar|Shradha Kekare|Padmashree Desai|Sujata C|Uma Mudenagudi|Ramesh Ashok Tabib|Anjali Savalkar|Aishwarya S. H
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Team SeRRa at CheckThat! CLEF 2025: Sequential Re-Ranking in a Scientific Claim Source Retrieval Pipeline.
Guilherme A. Marchetti|Gil Rocha|Henrique Lopes Cardoso
dblp
Unibuc - NLP at "Voight-Kampff" Generative AI Detection PAN 2025.
Teodor-George Marchitan|Claudiu Creanga|Liviu P. Dinu
dblp
ImageCLEF-Medical 2025: MedCLIP Model for Medical Caption Prediction and Concept Detection.
Sakthi Mukesh Thanga Mariappan|Beulah Arul|Muthulakshmi Ramasamy
dblp
SINAI at eRisk@CLEF 2025: Transformer-Based and Conversational Strategies for Depression Detection.
Alba María Mármol-Romero|Manuel García Vega|Miguel Ángel García Cumbreras|Arturo Montejo-Ráez
dblp
Munibuc at Touché: Generalist Embeddings for Ideology and Populism Detection.
Marius Marogel|Silviu Florin Gheorghe
dblp
UTBNLP at CLEF JOKER 2025 Task 2: mBART-50 Fine-Tuning with Dictionary-Guided Forced Decoding and Phoneme-Based Techniques for English-French Pun Translation.
Duván-Andrés Marrugo-Tobón|Jeison D. Jimenez|Jairo E. Serrano|Juan Carlos Martínez Santos|Edwin Puertas
dblp
Overview of PlantCLEF 2025: Multi-Species Plant Identification in Vegetation Quadrat Images.
Giulio Martellucci|Hervé Goëau|Pierre Bonnet|Fabrice Vinatier|Alexis Joly
dblp
Overview of GutBrainIE@CLEF 2025: Gut-Brain Interplay Information Extraction.
Marco Martinelli|Gianmaria Silvello|Vanessa Bonato|Giorgio Maria Di Nunzio|Nicola Ferro|Ornella Irrera|Stefano Marchesin|Laura Menotti|Federica Vezzani
dblp
Hallucination Detection and Mitigation in Scientific Text Simplification using Ensemble Approaches: DS@GT at CLEF 2025 SimpleText.
Krishna Chaitanya Marturi|Heba H. Elwazzan
dblp
LLM-Guided Planning and Summary-Based Scientific Text Simplification: DS@GT at CLEF 2025 SimpleText.
Krishna Chaitanya Marturi|Heba H. Elwazzan
dblp
Enhancing Biomedical Named Entity Recognition using GLiNER-BioMed with Targeted Dictionary-Based Post-processing for BioASQ 2025 task 6.
Ritesh Mehta
dblp
Team HHU - An Ensemble-Based Approach to Multi-Author Writing Style Analysis Combining Experts for Different Difficulty Levels.
Philipp Meier|Katarina Boland|Laura Kallmeyer|Stefan Dietze
dblp
Tiles-wise Inference with Vision Transformers for Multispecies Identification in Vegetation Images.
Andrea Menco-Tovar|Jairo E. Serrano|Juan Carlos Martínez Santos|Edwin Puertas
dblp
COTECMAR-UTB at eRisk 2025: Semantic-Centroid Symptom Ranking and Early Depression Detection using Adaptive Decision Rule.
Luis Mendoza|Joan Suarez|Edwin Puertas|Juan Martinez|Jairo Serrano
dblp
nlu@utn at CheckThat! 2025: Combining Bias Sensitivity, Linguistic Features, and Persuasion Cues in an Ensemble for Subjectivity Detection.
Selina Meyer|Michael Roth
dblp
Overview of the Preference Prediction Task at the ELOQUENT 2025 Lab for Evaluating Generative Language Model Quality.
Vladislav Mikhailov|Ekaterina Artemova|Zoia Butenko|Lilja Øvrelid|Erik Velldal
dblp
GIL_UNAM_Iztacala at Touché: Benchmarking Classical Models for Multilingual Political Stance and Power Classification.
Antonio Miranda-Escalada|Jesús Vázquez-Osorio|Adrián Juárez-Pérez|Gerardo Sierra|Gemma Bel-Enguix
dblp
DS@GT at LongEval: Evaluating Temporal Performance in Web Search Systems and Topics with Two-Stage Retrieval.
Anthony Miyaguchi|Imran Afrulbasha|Aleksandar Pramov
dblp
Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025.
Anthony Miyaguchi|Murilo Gustineli|Adrian Cheung
dblp
DS@GT at eRisk 2025: From Prompts to Predictions, Benchmarking Early Depression Detection with Conversational Agent-Based Assessments and Temporal Attention Models.
Anthony Miyaguchi|David Guecha|Yuwen Chiu|Sidharth Gaur
dblp
DS@GT at Touché: Large Language Models for Retrieval-Augmented Debate.
Anthony Miyaguchi|Conor Johnston|Aaryan Potdar
dblp
DS@GT AnimalCLEF: Triplet Learning over ViT Manifolds with Nearest Neighbor Classification for Animal Re-identification.
Anthony Miyaguchi|Chandrasekaran Maruthaiyannan|Charles R. Clark
dblp
SINAI team at QuantumCLEF 2025: Quantum Feature Selection Based on Energy with D-Wave.
Lucas Molino-Piñar|Jaime Collado-Montañez|Arturo Montejo-Ráez
dblp
JU_NLP@M&S at CheckThat! 2025: Automated Claim Extraction and Normalization for Misinformation Detection in Social Media Content.
Malobika Mondal|Soumodeep Saha|Dipanjan Saha|Dipankar Das
dblp
Multimodal Reasoning in Multilingual Visual Question Answering: A Prompt-Tuned Qwen2.5-vl-plus Approach.
Huanlin Mo|Guo Niu|Shengjun Deng|Xiongfei Yao|Tao Li|Shuaiwei Jiao
dblp
Using Semantic Similarity and Overlap Ratio Optimized for Generated Plagiarism Detection.
Derui Mo|Huaiyu Zhang|Xiaojun Zhang|Leilei Kong
dblp
Semantic Retrieval of BDI Symptoms in User Writings.
Noam Munz|Eliya Naomi Aharon|Avi Segal|Kobi Gal
dblp
CIR_cluster at LongEval 2025: Clustering Query Variants for Temporal Generalization.
Arthur Muanza Ndiema|Jüri Keller|Philipp Schaer
dblp
Overview of BioASQ Tasks 13b and Synergy13 in CLEF2025.
Anastasios Nentidis|Georgios Katsimpras|Anastasia Krithara|Georgios Paliouras
dblp
NT Team at Multilingual Job Title Matching Task A: Job Matching via Large Language Model-Based Description Generation and Retrieval.
Ho Thuy Nga|Ho Thi Thanh Tuyen|Dang Van Thin
dblp
Enhancing Human Capital Management: AI Techniques for Candidate Matching and Skill Extraction.
Muhammad Hasan Nizami|Ahtisham Uddin|Muhammad Talha Salani|Ayesha Saeed|Faisal Alvi|Abdul Samad
dblp
VerbaNex at TalenCLEF2025: Semantic Matching of Multilingual Job Titles through a Framework Integrating ESCO Taxonomy.
Melissa Moreno Novoa|Juan Carlos Martínez Santos|Jairo Serrano|Edwin Puertas
dblp
GrootWatch at EXIST 2025: Automatic Sexism Detection on Social Networks - Classification of Tweets and Memes.
Nathan Nowakowski|Lorenzo Calogiuri|Elöd Egyed-Zsigmond|Diana Nurbakova|Johan Erbani|Sylvie Calabretto
dblp
INESC-ID @ eRisk 2025: Exploring Fine-Tuned, Similarity-Based, and Prompt-Based Approaches to Depression Symptom Identification.
Diogo A. P. Nunes|Eugénio Ribeiro
dblp
Team Detox at PAN: Multilingual Text Detoxification using LLM.
Siva Gopala Krishna Nuthakki|Lekkala Sai Teja|Atul Mishra
dblp
StylOch at PAN: Gradient-boosted trees with frequency-based stylometric features.
Jeremi K. Ochab|Mateusz Matias|Tymoteusz Boba|Tomasz Walkowiak
dblp
Binoculars, BART, and Adversaries: Multi-Faceted AI Text Detection for PAN 2025.
Benjamin Ostrower|Poonam Dongare|Mahitha Thekkinkattuvalappil Unnikrishnan
dblp
Individual Wildlife Recognition via Hybrid Global-Local Matching and Segmentation-Aware Filtering.
Roman Pakhomov|Grigory Demidov|Kristian Bogdan|Svyatoslav Lanskikh|Danis Dinmuhametov|Andrey Khlopotnykh
dblp
Comparing CRF vs BERT Models for Named Entity Recognition and Relation Extraction.
Lorenzo Pamio|Giorgio Maria Di Nunzio
dblp
REC_Cryptix at JOKER CLEF 2025: Teaching Machines to Laugh: Multilingual Humor Detection and Translation.
Sarath Kumar P|Beulah A|Sushmitha M|Thanalaxmi S
dblp
UMUTeam at EXIST 2025: Multimodal Transformer Architectures and Soft-Label Learning for Sexism Detection.
Ronghao Pan|Tomás Bernal-Beltrán|José Antonio García-Díaz|Rafael Valencia-García
dblp
UMUTeam at ImageCLEF 2025: Fine-Tuning a Vision-Language Model for Medical Image Captioning and SapBERT-Based Reranking for Concept Detection.
Ronghao Pan|Tomás Bernal-Beltrán|José Antonio García-Díaz|Rafael Valencia-García
dblp
Harnessing Collective Intelligence of LLMs for Robust Biomedical QA: A Multi-Model Approach.
Dimitra N. Panou|Alexandros C. Dimopoulos|Manolis Koubarakis|Martin Reczko
dblp
University of Amsterdam at the CLEF 2025 SimpleText Track.
Taiki Papandreou|Jan Bakker|Jaap Kamps
dblp
Querying GI Endoscopy Images: A VQA Approach.
Gaurav Parajuli
dblp
Overview of eRisk 2025: Early Risk Prediction on the Internet (Extended Overview).
Javier Parapar|Anxo Pérez|Xi Wang|Fabio Crestani
dblp
DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media.
Ayush Parikh|Hoang Thanh Thanh Truong|Jeanette Schofield|Maximilian Heil
dblp
QuantumCLEF 2025: Overview of the Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF.
Andrea Pasin|Maurizio Ferrari Dacrema|Washington Cunha|Marcos André Gonçalves|Paolo Cremonesi|Nicola Ferro
dblp
CLiC at EXIST 2025: Combining Fine-tuning and Prompting with Learning with Disagreement for Sexism Detection.
Pol Pastells|Mauro Vázquez Chas|Mireia Farrús|Mariona Taulé
dblp
Team cake at TextDetox CLEF 2025/Multilingual Text Detoxification 2025: A Multilingual Text Detoxification Method Based on Chain-of-Thoughts Prompting Approach.
Jiangao Peng|Kaiyin Sun|Kaichuan Lin|Zhankeng Liang|Zhongyuan Han
dblp
Solving Medical Data Limitations Through AI: Multi-Modal Vision-Language Learning for Gastrointestinal VQA and Synthetic Training Data Generation.
Ojonugwa Oluwafemi Ejiga Peter|Mahmudul Hoque|Ejiga Frederick Akor|Raisa Nusrat Chowdhury|Abdullahi Umar|Md Mahmudur Rahman
dblp
Awakened at EXIST2025: Adaptive Mixture of Transformers.
Alexandru Petrescu|Elena Simona Apostol|Ciprian-Octavian Truica
dblp
Overview of GeoLifeCLEF 2025: Plant Species Presence Prediction with Environmental and High-resolution Remote Sensing Data.
Lukás Picek|César Leblanc|Théo Larcher|Maximilien Servajean|Pierre Bonnet|Alexis Joly
dblp
Named Entity Recognition with GLiNER and Relation Extraction with LLMs.
Samuel Piron|Giorgio Maria Di Nunzio
dblp
Overview of EXIST 2025: Learning with Disagreement for Sexism Identification and Characterization in Tweets, Memes, and TikTok Videos (Extended Overview).
Laura Plaza|Jorge Carrillo de Albornoz|Iván Árcos|Paolo Rosso|Damiano Spina|Enrique Amigó|Julio Gonzalo|Roser Morante
dblp
Quantum Annealing for Machine Learning: Applications in Feature Selection, Instance Selection, and Clustering.
Chloe Pomeroy|Aleksandar Pramov|Karishma Thakrar|Lakshmi Yendapalli
dblp
NYCU-NLP at EXIST 2025: An Empirical Study of Annotator-Aware Two-Stage Pipeline for Sexism Detection in Tweets.
Joy Chrissetyo Prajogo|Lung-Hao Lee|Hsien-I Lin
dblp
DS@GT at CheckThat! 2025: A Simple Retrieval-First, LLM-Backed Framework for Claim Normalization.
Aleksandar Pramov|Jiangqin Ma|Bina Patel
dblp
Enhancing AI Text Detection with Frozen Pretrained Encoders and Ensemble Learning.
Shushanta Pudasaini|Luis Miralles-Pechuán|David Lillis|Marisa Llorens-Salvador
dblp
SmolLab_SEU at CheckThat! 2025: How Well Do Multilingual Transformers Transfer Across News Domains for Cross-lingual Subjectivity Detection?
Md. Abdur Rahman|Md Al Amin|Md Sabbir Dewan|Md Jahid Hasan|Md Ashiqur Rahman
dblp
Infotec+CentroGEO at Touché: MCIP, CLIP and SBERT as Retrieval Score.
Tania A. Ramirez-delReal|Daniela Moctezuma|Guillermo Ruiz|Mario Graff|Eric Sadit Tellez
dblp
MaLei at MultiClinSUM: Summarisation of Clinical Documents using Perspective-Aware Iterative Self-Prompting with LLMs.
Libo Ren|Yee Man Ng|Lifeng Han
dblp
ExtraSum @ MultiClinSum: Extractive Summarization of English, Spanish, French and Portuguese Clinical Case Reports.
Soukaina Rhazzafe|Simon Colreavy-Donnelly|Nikola S. Nikolov
dblp
Shadow Spark at PlantCLEF 2025 : Multi-Label Plant Species Classification using Tiling-based Inference.
Jayasree R|P. Mirunalini|Kawvya M. K|Harini J
dblp
SINAI at Touché: From Generation to Evaluation through Multistep and Comparative Prompting for Retrieval-Augmented Debate.
María Estrella Vallecillo Rodríguez|María Teresa Martín-Valdivia|Arturo Montejo-Ráez
dblp
Overview of MultiClinSum Task at BioASQ 2025: Evaluation of Clinical Case Summarization Strategies for Multiple Languages: Data, Evaluation, Resources and Results.
Miguel Rodríguez-Ortega|Eduard Rodriguez-López|Salvador Lima-López|Carlos Escolano|Audrey Mash|Maite Melero|Lorenzo Pratesi|Laura Vigil-Gimenez|Leticia Fernandez-Lopez|Eulàlia Farré-Maduell|Martin Krallinger
dblp
A Two-Stage Multilingual Job Title Matching System: Combining Expert Knowledge and LLM-based Ranking.
Mar Rodríguez|Olatz Perez-de-Viñaspre|Naiara Pérez
dblp
UDII-UPM at TalentCLEF 2025: Task A-Multilingual Job Title Matching.
Javier Rodríguez-Vidal|Ascensión López-Vargas|Pablo Manuel Vigara Gallego|Francisco Javier del Álamo|Ángel García-Beltrán
dblp
Sentence-Level Style Change Detection with RoBERTa for Multi-Author Writing Style Analysis.
Harjas Rohra|Nirbhay Shah|Sheetal Sonawane
dblp
Detecting Concepts for Medical Images: Contributions of the DeepLens Team at IUST to ImageCLEFmedical Caption 2025.
Amir Hossein Salimi Rudsari|Bahareh Kavousi Nejad|Malihe Hajihosseini|Sauleh Eetemadi
dblp
Overview of the CLEF-2025 CheckThat! Lab Task 1 on Subjectivity in News Articles.
Federico Ruggeri|Arianna Muti|Katerina Korre|Julia Maria Struß|Melanie Siegel|Michael Wiegand|Firoj Alam|Md. Rafiul Biswas|Wajdi Zaghouani|Maria Nawrocka|Bogdan Ivasiuk|Gogu Razvan|Andreiana Mihail
dblp
Comparative Analysis of Transformer-Based Models for Sexism Detection in Text.
Beatriz Ruiz
dblp
Fraunhofer SIT at CheckThat! 2025: Multi-Instance Evidence Pooling for Numerical Claim Verification.
André Runewicz|Paul Moritz Ranly|Inna Vogel|Martin Steinebach
dblp
Using Decoder-Based Distillation for Enhancing Multilingual Clinical Case Report Summarization.
Nicolay Rusnachenko|Xiaoxiao Liu|Jian Chang|Jian Jun Zhang
dblp
Contextualized Early Detection of Depression - Hybrid and Time-Aware Approaches: HU at eRisk Task 2 2025.
Muhammad Saad|Asad Ullah Chaudhry|Meesum Abbas|Faisal Alvi|Abdul Samad
dblp
MMA at CheckThat! 2025: Multilingual Claim Normalization of Social-Media Posts.
Mariam Saeed|Mazen Yasser|Marwan Torki|Nagwa M. El-Makky
dblp
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking.
Pascal Sager|Ashwini Kamaraj|Benjamin F. Grewe|Thilo Stadelmann
dblp
JUNLP_SS at Eloquent Lab 2025: Humanizing AI - Enhancing the Realism of Machine-Generated Text.
Soumodeep Saha|Ronit Das|Dipankar Das
dblp
XplaiNLP at CheckThat! 2025: Multilingual Subjectivity Detection with Finetuned Transformers and Prompt-Based Inference with Large Language Models.
Ariana Sahitaj|Jiaao Li|Pia Wenzel Neves|Fedor Splitt|Premtim Sahitaj|Charlott Jakob|Veronika Solopova|Vera Schmitt
dblp
Evaluating Deep CNNs for Multi-Label Concept Detection in ROCOv2 Radiology Image Dataset by Team LekshmiscopeVIT.
Aryan Sahni|Rachit Gupta|Raamigaani Venugopal Reddy|Lekshmi Kalinathan
dblp
Team LLMinds Submission for ELOQUENT Sensemaking Task.
Anna Sajdoková|Matej Macek|Ondrej Hlava|Marek Stefanec|Antonín Kríz|Jakub Kucera|Ondrej Bojar
dblp
Overview of the BioASQ BioNNE-L Task on Biomedical Nested Entity Linking in CLEF 2025.
Andrey Sakhovskiy|Natalia V. Loukachevitch|Elena Tutubalina
dblp
Enhancing Multilingual Medical Summarization via Contextual Keyword Augmentation.
Md. Shahidul Salim|Lianne Fu|Arav Adikesh Ramakrishnan|Sunjae Kwon|Zonghai Yao|Hong Yu
dblp
Biomedical Semantic Question Answering - Answering Systems Using Different LLMs for Subtasks.
Samitinjaya|Dipankar Das
dblp
RoBERT-IA: Human-AI Collaborative Text Classification.
Deyson Gómez Sánchez|Jeison D. Jimenez|María Paz Ramírez|Jairo E. Serrano|Juan Carlos Martínez Santos|Edwin Puertas
dblp
TurQUaz at CheckThat! 2025: Debating Large Language Models for Scientific Web Discourse Detection.
Tarik Saraç|Selin Mergen|Mucahid Kutlu
dblp
Detecting Training Data Usage in Synthetic Images Using Machine Learning Techniques.
Krithikha Sanju Saravanan|Mohanavalli Subramaniam|R. B. Anirudh Narayanan|Bharath P|Karunanidhi Ayyamperumal
dblp
Sexism Identification in Social Networks using LLMs.
Leire Dominguez-Sol Sastre|Isabel Segura-Bedmar
dblp
OpenFact at CheckThat! 2025: Application of Self-Reflecting and Reasoning LLMs for Fact-Checking Claim Normalization.
Marcin Sawinski|Krzysztof Wecel|Ewelina Ksiezniak
dblp
Team "better_call_claude": Style Change Detection using a Sequential Sentence Pair Classifier.
Gleb Schmidt|Johannes Römisch|Mariia Halchynska|Svetlana Gorovaia|Ivan P. Yamshchikov
dblp
MedGemma-Sum-Pt: A Lightweight Model for Portuguese Clinical Summarization.
Elisa Terumi Rubel Schneider|Fernando Henrique Schneider|Emerson Cabrera Paraiso|Alceu de Souza Britto Jr.|Rafael Menelau Oliveira Cruz
dblp
DS@GT at CheckThat! 2025: Exploring Retrieval and Reranking Pipelines for Scientific Claim Source Retrieval on Social Media Discourse.
Jeanette Schofield|Shuyu Tian|Hoang Thanh Thanh Truong|Maximilian Heil
dblp
Claim2Source at CheckThat! 2025: Zero-Shot Style Transfer for Scientific Claim-Source Retrieval.
Tobias Schreieder|Michael Färber
dblp
Human or Not? Light-Weight and Interpretable Detection of AI-Generated Text.
Maximilian Seeliger|Patrick Styll|Moritz Staudinger|Allan Hanbury
dblp
Meta‑Algorithm for Open‑Set Animal Re-ID: WildFusion, XGBoost, and Dual‑Backbone ArcFace.
Nelly Semenova
dblp
Optimizing a Vision Transformer with Ecological Context for Multi-Label Plant Species Identification.
Nelly Semenova
dblp
Team Pratham at TextDetox CLEF 2025/Multilingual Text Detoxification 2025: Exploring Different Methods for Multilingual Text Detoxification via Prompted MT0-XL,Lexical Filtering and Backtranslation.
Pratham Shah|Vatsal Shah|Sunil Kale
dblp
Feature Selection Using Quantum Annealing: A Mutual Information Based QUBO Approach.
Muhammad Talha Shaikh|Muhammad Hamza|Syed Bilal Ali|Muhammad Rafi|Sumaiyah Zahid
dblp
TüNLP at Touché: Finetuning Multilingual Models for Ideology Detection.
Aydemir Shamsutdinov|Joaquin Cherta-Rodríguez
dblp
TIFIN at CheckThat! 2025: Reasoning-Guided Claim Normalization for Noisy Multilingual Social Media Posts.
Manan Sharma|Arya Suneesh|Manish Jain|Pawan Kumar Rajpoot|Prasanna Devadiga|Bharatdeep Hazarika|Ashish Shrivastava|Kishan Gurumurthy|Anshuman B. Suresh|Aditya U. Baliga
dblp
CUET_KCRL at CheckThat!2025: EnsembleNet with RoBERTa-Large for Subjectivity detection in News Articles.
Md. Tanvir Ahammed Shawon|Fariha Haq|Md. Ayon Mia|Golam Sarwar Md. Mursalin|Muhammad Ibrahim Khan
dblp
Overview of the Sensemaking Task at the ELOQUENT 2025 lab: LLMs as Teachers, Students and Evaluators.
Pavel Sindelár|Ondrej Bojar
dblp
SonUIT eRisk2025: Enhanced Depression Detection on Social Media via Filtering and Re-Ranking.
Nguyen Minh Son|Dang Van Thin
dblp
University of Amsterdam at the CLEF 2025 Eloquent Track.
Bruno N. Sotic|Jaap Kamps
dblp
Leveraging Qwen2.5-VL-72B-Instruct for Visual Question Answering: A Study on the EXAMS-V Benchmark in ImageCLEF 2025.
Tarun Srikumar|Sathish Kesavan|Abinayaa Morekonda Balan|Derrick Samuel|Maneesh Ram Kalugasala Moorthy|Gobi Elangovan|Vinayak Kumar Singh|Lekshmi Kalinathan
dblp
Are Smaller Open-Weight LLMs Closing the Gap to Proprietary Models for Biomedical Question Answering?
Damian Stachura|Joanna Konieczna|Artur Nowak
dblp
ATOM at CheckThat! 2025: Retrieve the Implicit - Scientific Evidence Retrieval.
Moritz Staudinger|Alaa El-Ebshihy|Wojciech Kusa|Florina Piroi|Allan Hanbury
dblp
AGH IR at LongEval: Improving Scientific Information Retrieval with Dense Representations and Cross-Encoder Re-ranking.
Jan Stryszewski|Wiktor Prosowicz|Tomasz Kawiak|Adrian Jaskowiec
dblp
Hierarchical Generative Plagiarism Detection Method.
Zongbao Su|Yong Han|Yihao Jia|Leilei Kong
dblp
Bi-Directional Cross-Entropy Loss and Stylometric Feature Combined Classifier.
Yitao Sun|Svetlana Afanaseva|Kevin Stowe|Kailash Patil
dblp
Overview of the CLEF-2025 CheckThat! Lab Task 2 on Claim Normalization.
Megha Sundriyal|Tanmoy Chakraborty|Preslav Nakov
dblp
DeBERTa-FPN: Fusion Feature Pyramid Network for Human-AI Collaborative Text Classification.
Qiyuan Sun|Li Ma|Wenyin Yang|Tufeng Xian|Meifang Xie|Weidong Wu|Zhiliang Zhang|Miaoji Zheng
dblp
Predicting Plant Species Distribution with a Multimodal Swin Transformer Network: A GeoLifeCLEF 2025 Report.
Aman R. Syayfetdinov
dblp
Tackling Domain Shift in Bird Audio Classification via Transfer Learning and Semi-Supervised Distillation: A Case Study on BirdCLEF+ 2025.
Volodymyr Sydorskyi|Fernando Gonçalves
dblp
FHSTP@EXIST 2025 Benchmark: Sexism Detection with Transparent Speech Concept Bottleneck Models.
Roberto Labadie Tamayo|Adrian Jaques Böck|Djordje Slijepcevic|Xihui Chen|Andreas Babic|Matthias Zeppelzauer
dblp
Transfer Learning and Mixup for Fine-Grained Few-Shot Fungi Classification.
Jason Kahei Tam|Murilo Gustineli|Anthony Miyaguchi
dblp
Efficient Plagiarism Detection via Sentence Embeddings and FAISS-based Retrieval.
JiaCheng Tang|Qingbiao Hu|Zhongyuan Han
dblp
Applying DeepSeek to BioASQ Task 13B: Using Supervised Fine-Tuning and Few-Shot Learning.
Jie Tang|Hua Yang|Kai Xiong|Hanyang Li|Paulo Quaresma|Hongbin Yu|Wenbo Zhang|Mingzhou Song
dblp
Open-set Animal Re-identification via Multilevel Feature Fusion.
Jingyin Tan|Aiguo Wang
dblp
Dual-branch Network for Species Identification via Passive Acoustic Monitoring.
Jingyin Tan|Aiguo Wang
dblp
NLP@VCU at BioASQ2025: Information Extraction on the GutBrainIE dataset.
Scott Taylor|Charlie Dil|Aaron Shah|Jannat|Cyd Oldham|Ayush Upadhyay|Joanne Varughese|Nicole Yazbeck|Bridget T. McInnes
dblp
Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings for CLEF JOKER 2025 Task 2.
Russell Taylor|Benajmin Herbert|Michael Sana
dblp
Advancing Vision and Language in GI Diagnosis: Florence2 for Question Answering and Stable Diffusion for Image Synthesis.
Krishna Tewari|Sukomal Pal
dblp
IReL, IIT(BHU) at MEDIQA-MAGIC 2025: Tackling Multimodal Dermatology with CLIPSeg-Based Segmentation and BERT-Swin Question Answering.
Krishna Tewari|Abhyudaya Verma|Sukomal Pal
dblp
Cultivating Multimodal Intelligence: Interpretive Reasoning and Agentic RAG Approaches to Dermatological Diagnosis.
Karishma Thakrar|Shreyas Basavatia|Akshay Daftardar
dblp
SCIRE at CheckThat! 2025: Bridging Social Media, Scientific Discourse, and Scientific Literature.
Parth Manish Thapliyal|Ritesh Sunil Chavan|Samridh Samridh|Chaoyuan Zuo|Ritwik Banerjee
dblp
Mario at EXIST 2025: A Simple Gateway to Effective Multilingual Sexism Detection.
Lin Tian|Johanne R. Trippas|Marian-Andrei Rizoiu
dblp
Synthesizing Joint and Deep Species Distribution Modeling to Enhance Spatial Prediction of Plant Communities at Continental Scale.
Gleb Tikhonov|Dmitry A. Tikhonov
dblp
LOG-AID: Logit-Based Statistical Features for AI Text Detection.
Sophie Titze|Oren Halvani
dblp
SINAI-UGPLN at CheckThat! 2025: Meta-Ensemble Strategies for Numerical Claim Verification in English.
Mariuxi del Carmen Toapanta-Bernabé|Miguel Angel García Cumbreras|Luis Alfonso Ureña López|Denisse Desiree Mora-Intriago|Carla Tatiana Bernal-García
dblp
Zero-Shot Reasoning with BLIP and SmolLM.
Elena Tosheva|Dimitar Dimitrov|Ivan Koychev|Preslav Nakov
dblp
Team The Toxinators 2000 at TextDetox CLEF 2025/Multilingual Text Detoxification 2025: The Evolution of Methods for Text Detoxification: The Role of Language in Method Selection.
Andrei Totok|Artemiy Ermolaev|Anastasia Izyumova|Evgeniy Finogeev
dblp
Improving Fungi Prototype Representations for Few-Shot Classification.
Abdarahmane Traoré|Éric Hervet|Andy Couturier
dblp
Exploring Retrieval-Reranking and LLM-Based Answer Generation for Biomedical QA.
Poojan Vachharajani
dblp
Multilingual Embedding and Prompt-Driven Approaches for Named Entity Recognition, Entity Linking, and Clinical Code Prediction in Greek Discharge Summaries.
Poojan Vachharajani
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pjmathematician at MultiClinSUM 2025: A Novel Automated Prompt Optimization Framework for Multilingual Clinical Summarization.
Poojan Vachharajani
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Literal Re-translation as a Method for AI Text Disguise and Detection Evasion.
Poojan Vachharajani
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Transformer Ensembles and LLM-Powered Approaches for Depression Symptom Analysis and Contextualized Early Risk Detection.
Poojan Vachharajani
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pjmathematician at the CLEF 2025 JOKER Lab Tasks 1, 2 & 3: A Unified Approach to Humour Retrieval and Translation using the Qwen LLM Family.
Poojan Vachharajani
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pjmathematician at TalentCLEF 2025: Enhancing Job Title and Skill Matching with GISTEmbed and LLM-Augmented Data.
Poojan Vachharajani
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Detection of Depression with Symptom Similarity: Data Reduction and LLM Personas.
Ane Varela|Maite Oronoz|Arantza Casillas|Alicia Pérez
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Beyond Titles: Semantic Matching of Jobs and Skills Using LLMs and S-BERT.
Iago Xabier Vázquez|Rodrigo Sedano|Silvia González|Javier Sedano
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Enigma @ ELCardioCC: Bridging NER and ICD-10 Entity Linking - A Hybrid Method for Greek Clinical Narratives.
Boris Velichkov|Aleksis Datseris|Sylvia Vassileva|Svetla Boytcheva
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Overview of the CLEF 2025 SimpleText Task 2: Identify and Avoid Hallucination.
Benjamin Vendeville|Jan Bakker|Hosein Azarbonyad|Liana Ermakova|Jaap Kamps
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UBOnlp Report at the SimpleText lab of CLEF 2025.
Benjamin Vendeville|Liana Ermakova|Pierre De Loor|Jaap Kamps
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ECORBI-UPV at EXIST 2025: Large Language Models and Embedding Strategies for Sexism Detection in Tweets.
Eurídice Corbí Verdú|Marc Franco-Salvador
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Beyond Retrieval: Ensembling Cross-Encoders and GPT Rerankers with LLMs for Biomedical QA.
Shashank Verma|Fengyi Jiang|Xiangning Xue
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HULAT-UC3M at TalentCLEF: Artificial Intelligence and Natural Language Processing Applied to HR Management.
Álvaro Tejera Villar|Isabel Segura-Bedmar
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Saivineetha at CheckThat! 2025: Exploring Fine-Tuning and Zero-Shot Approaches for Claim Normalization.
Baddepudi Venkata Naga Sri Sai Vineetha
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Adept: AI-Generated Text Detection Based on Phrasal Category N-Grams.
Felix Völpel|Oren Halvani
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S-3 Pipeline for Biomedical Text Simplification.
Ansh Vora|Tanish Chaudhari|Sanjeev Hotha|Sheetal Sonawane
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nikita.sushko at TextDetox CLEF 2025: Exploring A Sage-T5-like Approach For Text Detoxification.
Alexandr Voronin|Daniil Moskovsky|Nikita Sushko
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Team Advacheck at PAN: Multitasking Does All the Magic.
Anastasia Voznyuk|German Gritsai|Andrey V. Grabovoy
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CheckMates At CheckThat! 2025: Transformer-Based Models For Subjectivity Classification.
Karthik V|R. Padmashri|V. Srikumar|Durairaj Thenmozhi
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Overview of the CLEF-2025 CheckThat! Lab Task 3 on Fact-Checking Numerical Claims.
Venktesh V|Vinay Setty|Avishek Anand|Boushra Bendou|Maram Hasanain|Houda Bouamor|Gabriel Iturra-Bocaz|Petra Galuscáková|Firoj Alam
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UNH at CheckThat! 2025: Fine-tuning Vs Prompting in Claim Extraction.
Joe Wilder|Nikhil Kadapala|Benji Xu|Mohammed Alsaadi|Aiden Parsons|Mitchell Rogers|Palash Agrawal|Adam Hassick|Laura Dietz
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A Multimodal Feature Alignment Prompt-Enhanced Method for Multimodal Reasoning.
Qida Wu|Leilei Kong|Jianzhong Yan|Junyi Li
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Bert_T for Human-AI Collaborative Text Classification.
Weidong Wu|Wenyin Yang|Zhen Shen|Meifang Xie|Zhiliang Zhang|Miaoji Zheng|Tufeng Xian|Qiyuan Sun
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DBG: Human-AI Collaborative Text Classification with DeBERTa-enhanced Contextual and Geometric Attention.
Tufeng Xian|Yong Zhong|Fen Liu|Meifang Xie|Qiyuan Sun|Miaoji Zheng|Weidong Wu|Zhiliang Zhang
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Mushroom for Improvement: Prototypical Few-Shot Learning with Multimodal Fungal Features.
Tuan-Anh Yang|Minh-Quang Nguyen
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Genre-Aware Contrastive Learning for AI Text Detection: A RoBERTa-Based Approach.
Junlong Yang|Kai Yan
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Multi-Prompt Ensemble Reasoning for MultimodalReasoning.
Jianzhong Yan|Leilei Kong|Qida Wu|Junyi Li
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Enhancing Multilingual VQA with Structured Prompts and Vision-Language Alignment.
Xiongfei Yao|Guo Niu|Tao Li|Huanlin Mo|Shengjun Deng|Shuaiwei Jiao
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A Sentence-level AI-Generated Text Detection Approach with Fine-Tuned BERT.
Fuchuan Ye|Zhongyuan Han|Haojie Cao
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Overview of the MEDIQA-MAGIC Task at ImageCLEF 2025: Multimodal And Generative TelemedICine in Dermatology.
Wen-Wai Yim|Asma Ben Abacha|Noel Codella|Roberto A. Novoa|Josep Malvehy
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Team Nexus Interrogators at PAN: Voight-Kampff Generative AI Detection.
Samiya Ali Zaidi|Huzaifah Tariq Ahmed|Sarrah Ali Akbar|Ziaullah Shakeel|Faisal Alvi|Abdul Samad
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Overview of the Multi-Author Writing Style Analysis Task at PAN 2025.
Eva Zangerle|Maximilian Mayerl|Martin Potthast|Benno Stein
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NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching.
Mike Zhang|Rob van der Goot
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Evaluation of the Privacy of Images Generated by ImageCLEFmedical GANs 2025 Based on Pre-trained Model Feature Extraction Methods.
Dengtao Zhang|Xutao Yang
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DBA: A Hybrid Neural Network Model for Generative Human-AI Collaborative Text Classification.
Zhiliang Zhang|Wenyin Yang|Weidong Wu|Meifang Xie|Miaoji Zheng|Qiyuan Sun|Tufeng Xian
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StarBERT: A Hybrid Neural Network Model for Human-AI Collaborative Text Classification.
Miaoji Zheng|Yong Zhong|Fen Liu|Tufeng Xian|Meifang Xie|Weidong Wu|Zhiliang Zhang|Qiyuan Sun
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ViT-based Generative Model Fingerprinting.
Yijiang Zhou|Haiyan Ding
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HIT-SCIR@eRisk2025: Exploring the Potential of a Learnable Screening Model and Risk Post Buffer-Based Framework for Contextualized Early Prediction of Depression on Social Media.
Yuzhe Zi|Bichen Wang|Yanyan Zhao|Bing Qin
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Evaluating of the Privacy of Images Generated by ImageCLEFmedical GAN 2025 Using Similarity Classification Method Based on Image Enhancement and Deep Learning Model.
Haojie Zuo|Xiaobing Zhou