NTCIR Conference on Evaluation of Information Access Technologies (NTCIR) (2025)

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Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2025, Tokyo, Japan, June 10-13, 2025

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Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2025, Tokyo, Japan, June 10-13, 2025
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Overview of NTCIR-18.
Chung-Chi Chen|Qingyao Ai|Shoko Wakamiya
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Overview of the NTCIR-18 FinArg-2 Task: Temporal Inferenceof Financial Arguments.
Chung-Chi Chen|Chin-Yi Lin|Cheng-Chih Chiu|Hen-Hsen Huang|Alaa Alhamzeh|Yu-Lieh Huang|Hiroya Takamura|Hsin-Hsi Chen
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ATILF at NTCIR-18 RadNLP 2024 Shared Task: With lessradiology reports, comes less performance.
Aman Sinha|Ioana Buhnila
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UCLWI at the NTCIR-18 AEOLLM Task: A Low-Cost Comparison ofRAGs.
Xiao Fu|Navdeep Singh Bedi|Noriko Kando|Fabio Crestani|Aldo Lipani
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STMK24 NTCIR18 U4 Table QA Submission.
Hayato Aida|Kosuke Takahashi|Takahiro Omi
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NTCIR-18 MedNLP-CHAT Determining Medical, Ethical and LegalRisks in Patient-Doctor Conversations: Task Overview.
Eiji Aramaki|Shoko Wakamiya|Shuntaro Yada|Shohei Hisada|Tomohiro Nishiyama|Lenard Paulo Tamayo|Jingnan Xiao|Axalia Levenchaud|Pierre Zweigenbaum|Christoph Otto|Jerycho Pasniczek|Philippe Thomas|Nathan Pohl|Wiebke Duettmann|Lisa Raithel|Roland Roller
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NLI24 at the NTCIR-18 RadNLP.
Chirag Bhawnani|Dhananjaya Bedkani Linganaik|Sanjeeth J. Veigas|Vishnu Kumar Jakhoria
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Overview of the NTCIR-18 Automatic Evaluation of LLMs(AEOLLM) Task.
Junjie Chen|Haitao Li|Zhumin Chu|Yiqun Liu|Qingyao Ai
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UTSolve at the NTCIR-18 MedNLP-CHAT: Leveraging BioBERT forMedical Text Classification.
Guanqi Cheng|Chang Qu|Ali Braytee
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IMNTPU at the NTCIR-18 FinArg-2: Fine-Tuning andPrompt-Based Learning for Temporal Argument Detection andClaim Validity Assessment.
Bor-Jen Chen|Wen-Hsin Hsiao|Jun-Yu Wu|Cheng-Yun Wu|Min-Yuh Day
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LifeIR at the NTCIR-18 Lifelog-6 Task.
Jiahan Chen|Da Li|Keping Bi
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Overview of the NTCIR-18 HIDDEN-RAD Task: Hidden CausalityInclusion in Radiology Report Generation.
Key-Sun Choi|Yousang Cho
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Optimizing Causality-Based Radiology Reporting withRetrieval-Augmented and Structured Reasoning Approaches forthe NTCIR-18 HIDDEN-RAD Task.
Ju-Min Cho|Ho-Jin Yi|Myung-Kyu Kim|Se-Jin Jeong|Seung-Hoon Na
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UEM24 at the NTCIR-18 MedNLP-CHAT: A Machine LearningApproach to Multilingual Healthcare Risk Prediction.
Ayantika Das|Anupam Mondal
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SINAI team at NTCIR-18 RadNLP 2024.
Manuel Carlos Díaz-Galiano|Lucas Molino-Piñar|Álvaro Herrera Arjonilla|Maite Martín-Valdivia
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AIDAVANCE at the NTCIR-18 FinArg-2 Task: Making the Most ofSmall Language Models.
Hugo Coutinho Dutra|Leonardo Martinho|Gabriel Assis|Jonnathan Carvalho|Aline Paes
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FTRI at the NTCIR-18 FinArg-2 Task: Identify TemporalReference in Earnings Conference Calls.
Adhitia Erfina|Phuong Le-Hong
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AIREV at the NTCIR-18 U4 Task.
Xin Fan|Kazuya Uesato|Yuma Hayashi|Tsuyoshi Morioka
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KASYS at the NTCIR-18 SUSHI Task.
Haruki Fujimaki|Makoto P. Kato
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FUSINT at the NTCIR-18 U4 Task.
Yuki Fujita|Ryota Mizushima|Hokuto Ototake|Kenji Yoshimura
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ORAD at NTCIR-18 RadNLP 2024 Shared Task.
Keisuke Hidaka
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NURad at the NTCIR-18 RadNLP Task.
Marina Higashi|Rintaro Ito|Keita Kato|Ryota Asai|Shingo Iwano|Shinji Naganawa
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Embedding Tables in Text Context: NTCIR - 18 U4 Tasks.
Hiroyuki Higa|Maeyama Yuuki|Kazuhiro Takeuchi
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SCUNLP-1 at the NTCIR-18 FinArg-2 Task: Collaborative LargeLanguage Models for Temporal Classification.
Min-Chin Ho|Jheng-Long Wu
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RSLFW at the NTCIR-18 FairWeb-2 Task.
Atsuya Ishikawa|Sijie Tao|Tetsuya Sakai
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Overview of the NTCIR-18 Transfer-2 Task.
Hideo Joho|Atsushi Keyaki|Yuuki Tachioka|Shuhei Yamamoto
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Preface from the NTCIR-18 General Chairs.
Makoto P. Kato|Noriko Kando|Charles L. A. Clarke|Yiqun Liu
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TMAK at NTCIR-18 FinArg-2 Task.
Takahiro Kawamoto|Xin Kang
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KNUIR at the NTCIR-18 AEOLLM: Automatic Evaluation of LLMs.
Yumi Kim|Meen Chul Kim|Jongwook Lee
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Overview of the NTCIR-18 U4 Task.
Yasutomo Kimura|Eisaku Sato|Kazuma Kadowaki|Hokuto Ototake
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NITKC at the NTCIR-18 RadNLP shared task: Using Graph-RAGin a lung cancer staging method with Natural LanguageProcessing for Radiology.
Aoi Kondo|Tan You Quan Bernon|Tsubasa Oka|Hiroaki Koga|Mikio Oda
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IITUH18 at Fairweb-2: Investigating the Effect of the QueryModification on Fairness.
Narendra Kumar|Arjun Mukherjee|Sukomal Pal|Thomas Mandl
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From Divergent LLM Predictions to Reliable Lung CancerStaging with Ensemble Fusion: CYUT at the NTCIR-18 RadNLPMain Task.
Tsz-Yeung Lau|Shih-Hung Wu
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ISLab at the NTCIR-18 AEOLLM: An Evaluator forMachine-Generated Text based on Data Augmentation and ORPO.
Chia-Hui Lin|Cen-Chieh Chen|Tao-Hsing Chang|Fu-Yuan Hsu
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PanguIR Technical Report for NTCIR-18 AEOLLM Task.
Lang Mei|Chong Chen|Jiaxin Mao
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YMX2L at the NTCIR-18 Transfer-2 Task.
Riku Mizuguchi|Takeshi Yamazaki|Shuhei Yamamoto
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Hirosaki team at the NTCIR-18 RadNLP2024 Shared Task: Few-Shot Learning and Prompt Engineering for TNM StagingClassification of English Radiology Reports Using LargeLanguage Models.
Ryutaro Mori|Koichi Okuda|Shota Hosokawa|Taisei Komoda|Tsudou Watanabe|Yasuyuki Takahashi
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Automated Lung Cancer Staging from Radiological Reports: ALarge Language Model Approach for the NTCIR-18 RadNLP Task.
Takahito Nakajima
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NTCIR-18 RadNLP 2024 Overview: Dataset and Solutions forAutomated Lung Cancer Staging.
Yuta Nakamura|Koji Fujimoto|Jonas Kluckert|Michael Krauthammer|Jun Kanzawa|Akira Katayama|Tomohiro Kikuchi|Ryo Kurokawa|Wataru Gonoi|Yuki Tashiro|Shouhei Hanaoka|Shuntaro Yada|Eiji Aramaki
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SCaLAR IT at the NTCIR-18 FinArg-2: Temporal Inference ofFinancial Arguments.
Sai Saketh Nandam|Charan Srinivas Kumar Reddy Dasari|Anand Kumar Madasamy
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LSAT Focus: EAGLE's Embedded Entities HighlightingTechnique for NTCIR-18 Lifelog-6.
Thang-Long Nguyen-Ho|Allie Tran|Minh-Triet Tran|Cathal Gurrin|Graham Healy
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Ubie at the NTCIR-18 RadNLP Main Task: Few-shotClassification of TNM Staging for Japanese RadiologyReports Using LLMs.
Takashi Nishibayashi|Mitsuhisa Ota|Masahiro Kazama
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Things We Know That Aren't (Always) True.
Douglas W. Oard
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Biting into SUSHI: The University of Maryland at NTCIR-18.
Douglas W. Oard|Shashank Bhardwaj|Emi Ishita
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TUSNLP at the NTCIR-18 MedNLP-CHAT Task: Utilization ofExternal Medical Knowledge and Hybrid Approach of BERT andChatGPT.
Aoi Ohara|Nanami Murata|Ami Yuge|Rei Noguchi
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ASUKAI89 at NTCIR 18 RadNLP Task: Lung Cancer StagingAutomatic Classification System Utilizing Large LanguageModels and Meta-Prompting.
Yoshifumi Okura|Yuki Kataoka
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LLM-Based Two-stage Reasoning for TNM Staging: NECMedDX atthe NTCIR-18 RadNLP Task.
Soma Onishi|Daisaku Shibata|Masanori Tsujikawa|Ryo Ishii|Junya Tominaga|Hideki Ota
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UOM at the NTCIR-18 RadNLP Task.
Wuraola Oyewusi|Eliana M. Vasquez Osorio|Gareth Price|Goran Nenadic
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SCUNLP-3 at the NTCIR-18 FinArg-2 Task: Template-BasedPrompting and Augmentation.
Hong-Rui Pan|Jheng-Long Wu
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COPWA at the NTCIR-18 FairWeb-2 Task.
Amogh Raina|Tetsuya Sakai
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RAD-PHI3 at the NTCIR-18 HIDDEN-RAD: Hidden CausalityInclusion in Radiology Reports with Multimodal SmallLanguage Models.
Mercy Ranjit|Rahul Kumar|Shaury Srivastav|Anirban Porya|Tanuja Ganu
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Measuring the Generative Information Retrieval Universe.
Maarten de Rijke
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vitrivr-engine at the NTCIR-18 Lifelog-6 Task.
Luca Rossetto
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AMS42 at the NTCIR-18 FairWeb-2 Task.
Clara Rus|Jasmin Kareem|Chen Xu|Yuanna Liu|Zhirui Deng|Maria Heuss
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LLMs and offline test collections: a dangerous distractionor a vital new tool?
Mark Sanderson
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OURad at the NTCIR-18 RadNLP Task: Predicting Lung CancerClinical Staging from Radiology Reports Using Few-ShotPrompting of Large Language Models.
Junya Sato|Kosuke Kita|Daiki Nishigaki|Miyuki Tomiyama|Masatoshi Hori
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SMM at the NTCIR-18 U4 Task.
Yukihiro Seito
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TMULLA at the NTCIR-18 MedNLP-CHAT Task.
Hsuan-Lei Shao|Chih-Chuan Fan|Wei-Hsin Wang|Wan-Chen Shen
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Domain Adaptation with Medical Vocabulary-Aware Tokenizerfor Radiology Report Analysis in RadNLP at KAIYO03.
Daiki Shirafuji|Takafumi Niwa
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Evaluation Results of UTUtLB25 Team in NTCIR-18 U4 Task ofTable Question Answering of Securities Reports.
Long Si|Yin Zhang|Xiaotian Wang|Takehito Utsuro
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THUIR at the NTCIR-18 FairWeb-2 Task.
Huixue Su|Haitao Li|Yiteng Tu|Qingyao Ai|Yiqun Liu
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UPxSocio at NTCIR-18 MedNLP-CHAT Task: Similarity-BasedFew-Shot Example Selection for Prompt-Based Detection.
Michael van Supranes|Martin Augustine B. Borlongan|Joseph Ryan G. Lansangan|Genelyn Ma. Sarte|Shaowen Peng|Shoko Wakamiya|Eiji Aramaki
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NTCIR-18 SUSHI Pilot Task Overview.
Tokinori Suzuki|Douglas W. Oard|Shashank Bhardwaj|Emi Ishita|Yoichi Tomiura
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QshuNLP's Participation in the SUSHI: Systems and Analysis of the Results.
Tokinori Suzuki|Yoichi Tomiura
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ditlab at the NTCIR-18 Transfer-2 Task.
Yuuki Tachioka|Yasunori Terao
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AKBL at NTCIR-18 U4 TableRetrieval and TableQA.
So Takasago|Tomoyoshi Akiba
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NAISTym at the NTCIR-18 MedNLP-CHAT: ClassifyingPatient-Chatbot Conversations with Objective and SubjectiveAssessments Using Prompting Techniques.
Lenard Paulo Velasco Tamayo|Saidah Z. Jannah|Mohamad Alnajjar|Axalia Levenchaud|Shaowen Peng|Shoko Wakamiya|Eiji Aramaki
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WhiteME at U4 Shared Task: Hybrid Retrieval withTable-Structured Clues for Economic Table QA.
Koji Tanaka|Daiki Shirafuji|Tatsuhiko Saito
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AITOK at the NTCIR-18 MedNLP-CHAT to Identify Medical, Ethical and Legal Risks in Patient-Doctor Conversations.
Hiroki Tanioka
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Overview of the NTCIR-18 FairWeb-2 Task.
Sijie Tao|Tetsuya Sakai|Junjie Wang|Hanpei Fang|Yuxiang Zhang|Haitao Li|Yiteng Tu|Nuo Chen|Maria Maistro
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SOCIOCOM at the NTCIR-18 RadNLP Main task: Zero-Shot LLMApproaches for Lung Cancer Staging.
Yuki Tashiro|Yuta Nakamura|Eiji Aramaki
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TUSNLP at the NTCIR-18 RadNLP Task: ExplainableClassification Approach by Domain Knowledge-BasedBag-of-Words.
Tomoki P. Terada|Rei Noguchi
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DCU MemoriEase at the NTCIR-18 Lifelog 6 Task.
Quang-Linh Tran|Binh T. Nguyen|Gareth J. F. Jones|Cathal Gurrin
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Teddysum at the NTCIR-18 HIDDEN-RAD Task: Using RAG andTree-of-Thought for Causal Explanation Generation.
Youngseob Won|Younggyun Hahm|Chanhyuk Yoon|Seong Tae Kim
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SCUNLP-2 at the NTCIR-18 FigArg-2 Task: ApplyRepeat-Error-Correction Learning on Text Classification.
Tong-Ru Wu|Jheng-Long Wu
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IMNTPU at NTCIR-18 MedNLP-CHAT Task: Evaluating Agentic AIfor Multilingual Risk Assessment in Medical Chatbots.
Jun-Yu Wu|Cheng-Yun Wu|Bor-Jen Chen|Wen-Hsin Hsiao|Min-Yuh Day
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UTY at the NTCIR-18 RadNLP 2024 Task: Possibilities andLimitations of a Hybrid Rule-Based and LLM Approach forLung Cancer TNM Classification.
Yosuke Yamagishi|Ryosuke Tomiyama|Yui Ueda
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TMUNLPG2 at the NTCIR-18 MedNLP-CHAT Task.
Pei-Ying Yang|Tzu-Cheng Peng|Wen-Chao Yeh|Chien Chin Chen|Yung-Chun Chang
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TMUNLPG3 at the NTCIR-18 RadNLP Task.
Wen-Chao Yeh|Yan-Chun Hsing|Tzu-Yi Li|Nitisalapa Timsatid|Shih-Chuan Chang|Shih-Hsin Hsiao|Chu-Chun Wang|Pak-Yue Chan|Wen-Lian Hsu|Yung-Chun Chang
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TMUNLPG1 at the NTCIR-18 FinArg-2 Task.
Xuan-Yu You|Di Jie Liew|Wen-Chao Yeh|Yung-Chun Chang
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Overview of the NTCIR-18 Lifelog-6 Task.
Liting Zhou|Cathal Gurrin|Hsin-Hung Chen|Hideo Joho|Chenyang Lyu|Longyue Wang|Graham Healy|Ly-Duyen Tran|Quang-Linh Tran|Hoang Bao Le|Duc-Tien Dang-Nguyen|Tianbo Ji