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Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I

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Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I

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Supercalifragilisticexpialidocious: Why Using the "Right" Readability Formula in Children's Web Search Matters
Garrett Allen | Ashlee Milton | Katherine Landau Wright | Jerry Alan Fails | Casey Kennington | Maria Soledad Pera

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PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval
Sophia Althammer | Sebastian Hofstätter | Mete Sertkan | Suzan Verberne | Allan Hanbury

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Recommendation of Compatible Outfits Conditioned on Style
Debopriyo Banerjee | Lucky Dhakad | Harsh Maheshwari | Muthusamy Chelliah | Niloy Ganguly | Arnab Bhattacharya

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Why Did You Not Compare with That? Identifying Papers for Use as Baselines
Manjot Bedi | Tanisha Pandey | Sumit Bhatia | Tanmoy Chakraborty

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Exploring Entities in Event Detection as Question Answering
Emanuela Boros | Jose G. Moreno | Antoine Doucet

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Validating Simulations of User Query Variants
Timo Breuer | Norbert Fuhr | Philipp Schaer

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Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models
Tao Chen | Mingyang Zhang | Jing Lu | Michael Bendersky | Marc Najork

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Incorporating Ranking Context for End-to-End BERT Re-ranking
Xiaoyang Chen | Kai Hui | Ben He | Xianpei Han | Le Sun | Zheng Ye

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WANDS: Dataset for Product Search Relevance Assessment
Yan Chen | Shujian Liu | Zheng Liu | Weiyi Sun | Linas Baltrunas | Benjamin Schroeder

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Searching, Learning, and Subtopic Ordering: A Simulation-Based Analysis
Arthur Câmara | David Maxwell | Claudia Hauff

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Immediate Text Search on Streams Using Apoptosic Indexes
Patrick Eades | Anthony Wirth | Justin Zobel

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Influence-Based Deep Network for Next POIs Prediction
Sayda Elmi | Kian-Lee Tan

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A Dependency-Aware Utterances Permutation Strategy to Improve Conversational Evaluation
Guglielmo Faggioli | Marco Ferrante | Nicola Ferro | Raffaele Perego | Nicola Tonellotto

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Sentiment Guided Aspect Conditioned Dialogue Generation in a Multimodal System
Mauajama Firdaus | Nidhi Thakur | Asif Ekbal

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An Analysis of Variations in the Effectiveness of Query Performance Prediction
Debasis Ganguly | Suchana Datta | Mandar Mitra | Derek Greene

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Search Clarification Selection via Query-Intent-Clarification Graph Attention
Chang Gao | Wai Lam

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Continual Learning of Long Topic Sequences in Neural Information Retrieval
Thomas Gerald | Laure Soulier

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Ensemble Model Compression for Fast and Energy-Efficient Ranking on FPGAs
Veronica Gil-Costa | Fernando Loor | Romina Molina | Franco Maria Nardini | Raffaele Perego | Salvatore Trani

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Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-Based Reranking
Nianlong Gu | Yingqiang Gao | Richard H. R. Hahnloser

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Extending CLIP for Category-to-Image Retrieval in E-Commerce
Mariya Hendriksen | Maurits J. R. Bleeker | Svitlana Vakulenko | Nanne van Noord | Ernst Kuiper | Maarten de Rijke

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WIDAR - Weighted Input Document Augmented ROUGE
Raghav Jain | Vaibhav Mavi | Anubhav Jangra | Sriparna Saha

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Bi-granularity Adversarial Training for Non-factoid Answer Retrieval
Zhiling Jin | Yu Hong | Hongyu Zhu | Jianmin Yao | Min Zhang

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RATE: A Reliability-Aware Tester-Based Evaluation Framework of User Simulators
Sahiti Labhishetty | ChengXiang Zhai

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HC4: A New Suite of Test Collections for Ad Hoc CLIR
Dawn J. Lawrie | James Mayfield | Douglas W. Oard | Eugene Yang

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Did I See It Before? Detecting Previously-Checked Claims over Twitter
Watheq Mansour | Tamer Elsayed | Abdulaziz Alali

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Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models
Suraj Nair | Eugene Yang | Dawn J. Lawrie | Kevin Duh | Paul McNamee | Kenton Murray | James Mayfield | Douglas W. Oard

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Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators
Gustavo Penha | Arthur Câmara | Claudia Hauff

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Exploiting Document-Based Features for Clarification in Conversational Search
Ivan Sekulic | Mohammad Aliannejadi | Fabio Crestani

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Adversarial Multi-task Model for Emotion, Sentiment, and Sarcasm Aided Complaint Detection
Apoorva Singh | Arousha Nazir | Sriparna Saha

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Joint Personalized Search and Recommendation with Hypergraph Convolutional Networks
Thibaut Thonet | Jean-Michel Renders | Mario Choi | Jinho Kim

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Topic Aware Contextualized Embeddings for High Quality Phrase Extraction
Venktesh V | Mukesh K. Mohania | Vikram Goyal

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Topic Modeling on Podcast Short-Text Metadata
Francisco B. Valero | Marion Baranes | Elena V. Epure

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Effective Rating Prediction Using an Attention-Based User Review Sentiment Model
Xi Wang | Iadh Ounis | Craig Macdonald

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Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review
Eugene Yang | Sean MacAvaney | David D. Lewis | Ophir Frieder

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Multi-modal Sentiment and Emotion Joint Analysis with a Deep Attentive Multi-task Learning Model
Yazhou Zhang | Lu Rong | Xiang Li | Rui Chen

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Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?
Maurits J. R. Bleeker | Maarten de Rijke

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Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations
Ludovico Boratto | Gianni Fenu | Mirko Marras | Giacomo Medda

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The Power of Anchor Text in the Neural Retrieval Era
Maik Fröbe | Sebastian Günther | Maximilian Probst | Martin Potthast | Matthias Hagen

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Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study
Wojciech Kusa | Allan Hanbury | Petr Knoth

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Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study
Hang Li | Shengyao Zhuang | Ahmed Mourad | Xueguang Ma | Jimmy Lin | Guido Zuccon

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Another Look at DPR: Reproduction of Training and Replication of Retrieval
Xueguang Ma | Kai Sun | Ronak Pradeep | Minghan Li | Jimmy Lin

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Reproducing Personalised Session Search Over the AOL Query Log
Sean MacAvaney | Craig Macdonald | Iadh Ounis

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Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness
Nicola Neophytou | Bhaskar Mitra | Catherine Stinson

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Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking
Ronak Pradeep | Yuqi Liu | Xinyu Zhang | Yilin Li | Andrew Yates | Jimmy Lin

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An Evaluation Study of Generative Adversarial Networks for Collaborative Filtering
Fernando Benjamín Pérez Maurera | Maurizio Ferrari Dacrema | Paolo Cremonesi

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Seed-Driven Document Ranking for Systematic Reviews: A Reproducibility Study
Shuai Wang | Harrisen Scells | Ahmed Mourad | Guido Zuccon


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Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

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Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

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Improving BERT-based Query-by-Document Retrieval with Multi-task Optimization
Amin Abolghasemi | Suzan Verberne | Leif Azzopardi

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Passage Retrieval on Structured Documents Using Graph Attention Networks
Lucas Albarede | Philippe Mulhem | Lorraine Goeuriot | Claude Le Pape-Gardeux | Sylvain Marie | Trinidad Chardin-Segui

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Expert Finding in Legal Community Question Answering
Arian Askari | Suzan Verberne | Gabriella Pasi

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Towards Building Economic Models of Conversational Search
Leif Azzopardi | Mohammad Aliannejadi | Evangelos Kanoulas

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Evaluating the Use of Synthetic Queries for Pre-training a Semantic Query Tagger
Elias Bassani | Gabriella Pasi

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A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers
Amin Bigdeli | Negar Arabzadeh | Shirin Seyedsalehi | Morteza Zihayat | Ebrahim Bagheri

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Recommender Systems: When Memory Matters
Aleksandra Burashnikova | Marianne Clausel | Massih-Reza Amini | Yury Maximov | Nicolas Dante

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Groupwise Query Performance Prediction with BERT
Xiaoyang Chen | Ben He | Le Sun

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How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation
Hejie Cui | Jiaying Lu | Yao Ge | Carl Yang

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Leveraging Content-Style Item Representation for Visual Recommendation
Yashar Deldjoo | Tommaso Di Noia | Daniele Malitesta | Felice Antonio Merra

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Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs
Hanane Djeddal | Thomas Gerald | Laure Soulier | Karen Pinel-Sauvagnat | Lynda Tamine

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Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives
Xin Dong | Tanay Kumar Saha | Ke Zhang | Joel R. Tetreault | Alejandro Jaimes | Gerard de Melo

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Enhanced Sentence Meta-Embeddings for Textual Understanding
Sourav Dutta | Haytham Assem

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Match Your Words! A Study of Lexical Matching in Neural Information Retrieval
Thibault Formal | Benjamin Piwowarski | Stéphane Clinchant

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CARES: CAuse Recognition for Emotion in Suicide Notes
Soumitra Ghosh | Swarup Roy | Asif Ekbal | Pushpak Bhattacharyya

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Identifying Suitable Tasks for Inductive Transfer Through the Analysis of Feature Attributions
Alexander J. Hepburn | Richard McCreadie

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Establishing Strong Baselines For TripClick Health Retrieval
Sebastian Hofstätter | Sophia Althammer | Mete Sertkan | Allan Hanbury

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Less is Less: When are Snippets Insufficient for Human vs Machine Relevance Estimation?
Gabriella Kazai | Bhaskar Mitra | Anlei Dong | Nick Craswell | Linjun Yang

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Leveraging Transformer Self Attention Encoder for Crisis Event Detection in Short Texts
Pantelis Kyriakidis | Despoina Chatzakou | Theodora Tsikrika | Stefanos Vrochidis | Ioannis Kompatsiaris

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What Drives Readership? An Online Study on User Interface Types and Popularity Bias Mitigation in News Article Recommendations
Emanuel Lacic | Leon Fadljevic | Franz Weissenboeck | Stefanie N. Lindstaedt | Dominik Kowald

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GameOfThronesQA: Answer-Aware Question-Answer Pairs for TV Series
Aritra Kumar Lahiri | Qinmin Vivian Hu

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Leveraging Customer Reviews for E-commerce Query Generation
Yen-Chieh Lien | Rongting Zhang | F. Maxwell Harper | Vanessa Murdock | Chia-Jung Lee

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Question Rewriting? Assessing Its Importance for Conversational Question Answering
Gonçalo Raposo | Rui Ribeiro | Bruno Martins | Luísa Coheur

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How Different are Pre-trained Transformers for Text Ranking?
David Rau | Jaap Kamps

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Comparing Intrinsic and Extrinsic Evaluation of Sensitivity Classification
Mahmoud F. Sayed | Nishanth Mallekav | Douglas W. Oard

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Zero-Shot Recommendation as Language Modeling
Damien Sileo | Wout Vossen | Robbe Raymaekers

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What Matters for Shoppers: Investigating Key Attributes for Online Product Comparison
Nikhita Vedula | Marcus Collins | Eugene Agichtein | Oleg Rokhlenko

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Evaluating Simulated User Interaction and Search Behaviour
Saber Zerhoudi | Michael Granitzer | Christin Seifert | Joerg Schloetterer

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Multilingual Topic Labelling of News Topics Using Ontological Mapping
Elaine Zosa | Lidia Pivovarova | Michele Boggia | Sardana Ivanova

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ranx: A Blazing-Fast Python Library for Ranking Evaluation and Comparison
Elias Bassani

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DuoSearch: A Novel Search Engine for Bulgarian Historical Documents
Angel Beshirov | Suzan Hadzhieva | Ivan Koychev | Milena Dobreva

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Tweet2Story: A Web App to Extract Narratives from Twitter
Vasco Campos | Ricardo Campos | Pedro Mota | Alípio Jorge

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Patapasco: A Python Framework for Cross-Language Information Retrieval Experiments
Cash Costello | Eugene Yang | Dawn J. Lawrie | James Mayfield

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City of Disguise: A Query Obfuscation Game on the ClueWeb
Maik Fröbe | Nicola Lea Libera | Matthias Hagen

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DocTAG: A Customizable Annotation Tool for Ground Truth Creation
Fabio Giachelle | Ornella Irrera | Gianmaria Silvello

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ALWars: Combat-Based Evaluation of Active Learning Strategies
Julius Gonsior | Jakob Krude | Janik Schönfelder | Maik Thiele | Wolfgang Lehner

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INForex: Interactive News Digest for Forex Investors
Chih-Hen Lee | Yi-Shyuan Chiang | Chuan-Ju Wang

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Streamlining Evaluation with ir-measures
Sean MacAvaney | Craig Macdonald | Iadh Ounis

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Turning News Texts into Business Sentiment
Kazuhiro Seki

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SolutionTailor: Scientific Paper Recommendation Based on Fine-Grained Abstract Analysis
Tetsuya Takahashi | Marie Katsurai

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Leaf: Multiple-Choice Question Generation
Kristiyan Vachev | Momchil Hardalov | Georgi Karadzhov | Georgi Georgiev | Ivan Koychev | Preslav Nakov

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Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, Style Change Detection, and Trigger Detection - Extended Abstract
Janek Bevendorff | Berta Chulvi | Elisabetta Fersini | Annina Heini | Mike Kestemont | Krzysztof Kredens | Maximilian Mayerl | Reyner Ortega-Bueno | Piotr Pezik | Martin Potthast | Francisco Rangel | Paolo Rosso | Efstathios Stamatatos | Benno Stein | Matti Wiegmann | Magdalena Wolska | Eva Zangerle

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Overview of Touché 2022: Argument Retrieval - Extended Abstract
Alexander Bondarenko | Maik Fröbe | Johannes Kiesel | Shahbaz Syed | Timon Gurcke | Meriem Beloucif | Alexander Panchenko | Chris Biemann | Benno Stein | Henning Wachsmuth | Martin Potthast | Matthias Hagen

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Introducing the HIPE 2022 Shared Task: Named Entity Recognition and Linking in Multilingual Historical Documents
Maud Ehrmann | Matteo Romanello | Antoine Doucet | Simon Clematide

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CLEF Workshop JOKER: Automatic Wordplay and Humour Translation
Liana Ermakova | Tristan Miller | Orlane Puchalski | Fabio Regattin | Élise Mathurin | Sílvia Araújo | Anne-Gwenn Bosser | Claudine Borg | Monika Bokiniec | Gaelle Le Corre | Benoît Jeanjean | Radia Hannachi | Gorg Mallia | Gordan Matas | Mohamed Saki

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Automatic Simplification of Scientific Texts: SimpleText Lab at CLEF-2022
Liana Ermakova | Patrice Bellot | Jaap Kamps | Diana Nurbakova | Irina Ovchinnikova | Eric SanJuan | Élise Mathurin | Sílvia Araújo | Radia Hannachi | Stéphane Huet | Nicolas Poinsu

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LeQua@CLEF2022: Learning to Quantify
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani

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ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications
Alba Garcia Seco de Herrera | Bogdan Ionescu | Henning Müller | Renaud Péteri | Asma Ben Abacha | Christoph M. Friedrich | Johannes Rückert | Louise Bloch | Raphael Brüngel | Ahmad Idrissi-Yaghir | Henning Schäfer | Serge Kozlovski | Yashin Dicente Cid | Vassili Kovalev | Jon Chamberlain | Adrian F. Clark | Antonio Campello | Hugo Schindler | Jérôme Deshayes | Adrian Popescu | Liviu-Daniel Stefan | Mihai Gabriel Constantin | Mihai Dogariu

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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Titouan Lorieul | Elijah Cole | Benjamin Deneu | Maximilien Servajean | Andrew Durso | Isabelle Bolon | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Henning Müller | Milan Sulc

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The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents
Yuan Li | Biaoyan Fang | Jiayuan He | Hiyori Yoshikawa | Saber A. Akhondi | Christian Druckenbrodt | Camilo Thorne | Zenan Zhai | Zubair Afzal | Trevor Cohn | Timothy Baldwin | Karin Verspoor

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Advancing Math-Aware Search: The ARQMath-3 Lab at CLEF 2022
Behrooz Mansouri | Anurag Agarwal | Douglas W. Oard | Richard Zanibbi

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The CLEF-2022 CheckThat! Lab on Fighting the COVID-19 Infodemic and Fake News Detection
Preslav Nakov | Alberto Barrón-Cedeño | Giovanni Da San Martino | Firoj Alam | Julia Maria Struß | Thomas Mandl | Rubén Míguez | Tommaso Caselli | Mücahid Kutlu | Wajdi Zaghouani | Chengkai Li | Shaden Shaar | Gautam Kishore Shahi | Hamdy Mubarak | Alex Nikolov | Nikolay Babulkov | Yavuz Selim Kartal | Javier Beltrán

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BioASQ at CLEF2022: The Tenth Edition of the Large-scale Biomedical Semantic Indexing and Question Answering Challenge
Anastasios Nentidis | Anastasia Krithara | Georgios Paliouras | Luis Gascó | Martin Krallinger

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eRisk 2022: Pathological Gambling, Depression, and Eating Disorder Challenges
Javier Parapar | Patricia Martín-Rodilla | David E. Losada | Fabio Crestani

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Continually Adaptive Neural Retrieval Across the Legal, Patent and Health Domain
Sophia Althammer

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Understanding and Learning from User Behavior for Recommendation in Multi-channel Retail
Mozhdeh Ariannezhad

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An Entity-Oriented Approach for Answering Topical Information Needs
Shubham Chatterjee

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Cognitive Information Retrieval
Dima El Zein

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Graph-Enhanced Document Representation for Court Case Retrieval
Tobias Fink

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Relevance Models Based on the Knowledge Gap
Yasin Ghafourian

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Evidence-Based Early Rumor Verification in Social Media
Fatima Haouari

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Multimodal Retrieval in E-Commerce - From Categories to Images, Text, and Back
Mariya Hendriksen

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Medical Entity Linking in Laypersons' Language
Annisa Maulida Ningtyas

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A Topical Approach to Capturing Customer Insight Dynamics in Social Media
Miguel Palencia-Olivar

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Towards Explainable Search in Legal Text
Sayantan Polley

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End to End Neural Retrieval for Patent Prior Art Search
Vasileios Stamatis

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Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022)
Ludovico Boratto | Stefano Faralli | Mirko Marras | Giovanni Stilo

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The 5^ International Workshop on Narrative Extraction from Texts: Text2Story 2022
Ricardo Campos | Alípio Jorge | Adam Jatowt | Sumit Bhatia | Marina Litvak

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Augmented Intelligence in Technology-Assisted Review Systems (ALTARS 2022): Evaluation Metrics and Protocols for eDiscovery and Systematic Review Systems
Giorgio Maria Di Nunzio | Evangelos Kanoulas | Prasenjit Majumder

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Bibliometric-enhanced Information Retrieval: 12th International BIR Workshop (BIR 2022)
Ingo Frommholz | Philipp Mayr | Guillaume Cabanac | Suzan Verberne

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ROMCIR 2022: Overview of the 2nd Workshop on Reducing Online Misinformation Through Credible Information Retrieval
Marinella Petrocchi | Marco Viviani

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Online Advertising Incrementality Testing: Practical Lessons, Paid Search and Emerging Challenges
Joel Barajas | Narayan Bhamidipati | James G. Shanahan

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From Fundamentals to Recent Advances: A Tutorial on Keyphrasification
Rui Meng | Debanjan Mahata | Florian Boudin

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Information Extraction from Social Media: A Hands-On Tutorial on Tasks, Data, and Open Source Tools
Shubhanshu Mishra | Rezvaneh Rezapour | Jana Diesner

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ECIR 2022 Tutorial: Technology-Assisted Review for High Recall Retrieval
Eugene Yang | Jeremy Pickens | David D. Lewis



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Proceedings of Text2Story - Fifth Workshop on Narrative Extraction From Texts held in conjunction with the 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, April 10, 2022

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Proceedings of Text2Story - Fifth Workshop on Narrative Extraction From Texts held in conjunction with the 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, April 10, 2022

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We Have the Best Words: From the Web-scale Extraction and Attribution of Quotes to Analyzing Negativity in U.S. Political Language
Andreas Spitz

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Robust and Multilingual Analysis of Historical Documents
Antoine Doucet

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Dynamic change detection in topics based on rolling LDAs
Jonas Rieger | Kai-Robin Lange | Jonathan Flossdorf | Carsten Jentsch

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Simplifying Multilingual News Clustering Through Projection From a Shared Space
João Santos | Afonso Mendes | Sebastião Miranda

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Causality Mining in Fiction
Margaret Meehan Dane Malenfant | Andrew Piper

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Changing the Narrative Perspective: From Ranking to Prompt-Based Generation of Entity Mentions
Mike Chen | Razvan C. Bunescu

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Understanding COVID-19 News Coverage using Medical NLP
Ali Emre Varol | Veysel Kocaman | Hasham Ul Haq | David Talby

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Extracting Impact Model Narratives from Social Services' Text
Bart Gajderowicz | Daniela Rosu | Mark S. Fox

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MARCUS: An Event-Centric NLP Pipeline that generates Character Arcs from Narratives
Sriharsh Bhyravajjula | Ujwal Narayan | Manish Shrivastava

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Comprehensive contextual visualization of a news archive for aiding story planning
Ishrat Rahman Sami | Tony Russell-Rose | Larisa N. Soldatova

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Time for some German? Pre-Training a Transformer-based Temporal Tagger for German
Satya Almasian | Dennis Aumiller | Michael Gertz

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EnDSUM: Entropy and Diversity based Disaster Tweet Summarization
Piyush Kumar Garg | Roshni Chakraborty | Sourav Kumar Dandapat

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Exploring Data Augmentation for Classification of Climate Change Denial: Preliminary Study
Jakub Piskorski | Nikolaos Nikolaidis | Nicolas Stefanovitch | Bonka Kotseva | Irene Vianini | Sopho Kharazi | Jens P. Linge

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Text2Icons: linking icons to narrative participants (position paper)
Joana Valente | Alípio Jorge | Sérgio Nunes