Table of Contents

• OURad at the NTCIR-18 RadNLP Task: Predicting Lung CancerClinical Staging from Radiology Reports Using Few-ShotPrompting of Large Language ModelsJunya Sato, Kosuke Kita, Daiki Nishigaki, Miyuki Tomiyama, Masatoshi Hori. [doi]
• Optimizing Causality-Based Radiology Reporting withRetrieval-Augmented and Structured Reasoning Approaches forthe NTCIR-18 HIDDEN-RAD TaskJu-Min Cho, Ho-Jin Yi, Myung-Kyu Kim, Se-Jin Jeong, Seung-Hoon Na. [doi]
• SCaLAR IT at the NTCIR-18 FinArg-2: Temporal Inference ofFinancial ArgumentsSai Saketh Nandam, Charan Srinivas Kumar Reddy Dasari, Anand Kumar Madasamy. [doi]
• NAISTym at the NTCIR-18 MedNLP-CHAT: ClassifyingPatient-Chatbot Conversations with Objective and SubjectiveAssessments Using Prompting TechniquesLenard Paulo Velasco Tamayo, Saidah Z. Jannah, Mohamad Alnajjar, Axalia Levenchaud, Shaowen Peng, Shoko Wakamiya, Eiji Aramaki. [doi]
• LSAT Focus: EAGLE's Embedded Entities HighlightingTechnique for NTCIR-18 Lifelog-6Thang-Long Nguyen-Ho, Allie Tran, Minh-Triet Tran, Cathal Gurrin, Graham Healy. [doi]
• UEM24 at the NTCIR-18 MedNLP-CHAT: A Machine LearningApproach to Multilingual Healthcare Risk PredictionAyantika Das, Anupam Mondal. [doi]
• Hirosaki team at the NTCIR-18 RadNLP2024 Shared Task: Few-Shot Learning and Prompt Engineering for TNM StagingClassification of English Radiology Reports Using LargeLanguage ModelsRyutaro Mori, Koichi Okuda, Shota Hosokawa, Taisei Komoda, Tsudou Watanabe, Yasuyuki Takahashi. [doi]
• Evaluation Results of UTUtLB25 Team in NTCIR-18 U4 Task ofTable Question Answering of Securities ReportsLong Si, Yin Zhang, Xiaotian Wang, Takehito Utsuro. [doi]
• TMUNLPG3 at the NTCIR-18 RadNLP TaskWen-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. [doi]
• NTCIR-18 SUSHI Pilot Task OverviewTokinori Suzuki, Douglas W. Oard, Shashank Bhardwaj, Emi Ishita, Yoichi Tomiura. [doi]
• NLI24 at the NTCIR-18 RadNLPChirag Bhawnani, Dhananjaya Bedkani Linganaik, Sanjeeth J. Veigas, Vishnu Kumar Jakhoria. [doi]
• SMM at the NTCIR-18 U4 TaskYukihiro Seito. [doi]
• DCU MemoriEase at the NTCIR-18 Lifelog 6 TaskQuang-Linh Tran, Binh T. Nguyen 0001, Gareth J. F. Jones, Cathal Gurrin. [doi]
• LLM-Based Two-stage Reasoning for TNM Staging: NECMedDX atthe NTCIR-18 RadNLP TaskSoma Onishi, Daisaku Shibata, Masanori Tsujikawa, Ryo Ishii, Junya Tominaga, Hideki Ota. [doi]
• ISLab at the NTCIR-18 AEOLLM: An Evaluator forMachine-Generated Text based on Data Augmentation and ORPOChia-Hui Lin, Cen-Chieh Chen, Tao-Hsing Chang, Fu-Yuan Hsu. [doi]
• NITKC at the NTCIR-18 RadNLP shared task: Using Graph-RAGin a lung cancer staging method with Natural LanguageProcessing for RadiologyAoi Kondo, Tan You Quan Bernon, Tsubasa Oka, Hiroaki Koga, Mikio Oda. [doi]
• LifeIR at the NTCIR-18 Lifelog-6 TaskJiahan Chen, Da Li, Keping Bi. [doi]
• IMNTPU at NTCIR-18 MedNLP-CHAT Task: Evaluating Agentic AIfor Multilingual Risk Assessment in Medical ChatbotsJun-Yu Wu, Cheng-Yun Wu, Bor-Jen Chen, Wen-Hsin Hsiao, Min-Yuh Day. [doi]
• Overview of the NTCIR-18 Automatic Evaluation of LLMs(AEOLLM) TaskJunjie Chen, Haitao Li 0006, Zhumin Chu, Yiqun Liu 0001, Qingyao Ai. [doi]
• TMAK at NTCIR-18 FinArg-2 TaskTakahiro Kawamoto, Xin Kang. [doi]
• Automated Lung Cancer Staging from Radiological Reports: ALarge Language Model Approach for the NTCIR-18 RadNLP TaskTakahito Nakajima. [doi]
• SINAI team at NTCIR-18 RadNLP 2024Manuel Carlos Díaz-Galiano, Lucas Molino-Piñar, Álvaro Herrera Arjonilla, Maite Martín-Valdivia. [doi]
• TUSNLP at the NTCIR-18 RadNLP Task: ExplainableClassification Approach by Domain Knowledge-BasedBag-of-WordsTomoki P. Terada, Rei Noguchi. [doi]
• Overview of the NTCIR-18 U4 TaskYasutomo Kimura, Eisaku Sato, Kazuma Kadowaki, Hokuto Ototake. [doi]
• AITOK at the NTCIR-18 MedNLP-CHAT to Identify Medical, Ethical and Legal Risks in Patient-Doctor ConversationsHiroki Tanioka. [doi]
• SCUNLP-1 at the NTCIR-18 FinArg-2 Task: Collaborative LargeLanguage Models for Temporal ClassificationMin-Chin Ho, Jheng-Long Wu. [doi]
• Embedding Tables in Text Context: NTCIR - 18 U4 TasksHiroyuki Higa, Maeyama Yuuki, Kazuhiro Takeuchi. [doi]
• TMULLA at the NTCIR-18 MedNLP-CHAT TaskHsuan-Lei Shao, Chih-Chuan Fan, Wei-Hsin Wang, Wan-Chen Shen. [doi]
• UOM at the NTCIR-18 RadNLP TaskWuraola Oyewusi, Eliana M. Vasquez Osorio, Gareth Price, Goran Nenadic. [doi]
• FTRI at the NTCIR-18 FinArg-2 Task: Identify TemporalReference in Earnings Conference CallsAdhitia Erfina, Phuong Le-Hong. [doi]
• Overview of the NTCIR-18 Lifelog-6 TaskLiting 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. [doi]
• ASUKAI89 at NTCIR 18 RadNLP Task: Lung Cancer StagingAutomatic Classification System Utilizing Large LanguageModels and Meta-PromptingYoshifumi Okura, Yuki Kataoka. [doi]
• Things We Know That Aren't (Always) TrueDouglas W. Oard. [doi]
• Domain Adaptation with Medical Vocabulary-Aware Tokenizerfor Radiology Report Analysis in RadNLP at KAIYO03Daiki Shirafuji, Takafumi Niwa. [doi]
• ORAD at NTCIR-18 RadNLP 2024 Shared TaskKeisuke Hidaka. [doi]
• UTY at the NTCIR-18 RadNLP 2024 Task: Possibilities andLimitations of a Hybrid Rule-Based and LLM Approach forLung Cancer TNM ClassificationYosuke Yamagishi, Ryosuke Tomiyama, Yui Ueda. [doi]
• UTSolve at the NTCIR-18 MedNLP-CHAT: Leveraging BioBERT forMedical Text ClassificationGuanqi Cheng, Chang Qu, Ali Braytee. [doi]
• STMK24 NTCIR18 U4 Table QA SubmissionHayato Aida, Kosuke Takahashi, Takahiro Omi. [doi]
• TMUNLPG1 at the NTCIR-18 FinArg-2 TaskXuan-Yu You, Di Jie Liew, Wen-Chao Yeh, Yung-Chun Chang. [doi]
• IITUH18 at Fairweb-2: Investigating the Effect of the QueryModification on FairnessNarendra Kumar, Arjun Mukherjee, Sukomal Pal, Thomas Mandl. [doi]
• Overview of the NTCIR-18 HIDDEN-RAD Task: Hidden CausalityInclusion in Radiology Report GenerationKey-Sun Choi, Yousang Cho. [doi]
• NTCIR-18 MedNLP-CHAT Determining Medical, Ethical and LegalRisks in Patient-Doctor Conversations: Task OverviewEiji Aramaki, Shoko Wakamiya, Shuntaro Yada, Shohei Hisada, Tomohiro Nishiyama, Lenard Paulo Tamayo, Jingnan Xiao, Axalia Levenchaud, Pierre Zweigenbaum, Christoph Otto, Jerycho Pasniczek, Philippe Thomas 0001, Nathan Pohl, Wiebke Duettmann, Lisa Raithel, Roland Roller. [doi]
• COPWA at the NTCIR-18 FairWeb-2 TaskAmogh Raina, Tetsuya Sakai. [doi]
• ditlab at the NTCIR-18 Transfer-2 TaskYuuki Tachioka, Yasunori Terao. [doi]
• UPxSocio at NTCIR-18 MedNLP-CHAT Task: Similarity-BasedFew-Shot Example Selection for Prompt-Based DetectionMichael van Supranes, Martin Augustine B. Borlongan, Joseph Ryan G. Lansangan, Genelyn Ma. Sarte, Shaowen Peng, Shoko Wakamiya, Eiji Aramaki. [doi]
• Preface from the NTCIR-18 General ChairsMakoto P. Kato, Noriko Kando, Charles L. A. Clarke, Yiqun Liu 0001. [doi]
• YMX2L at the NTCIR-18 Transfer-2 TaskRiku Mizuguchi, Takeshi Yamazaki, Shuhei Yamamoto. [doi]
• TUSNLP at the NTCIR-18 MedNLP-CHAT Task: Utilization ofExternal Medical Knowledge and Hybrid Approach of BERT andChatGPTAoi Ohara, Nanami Murata, Ami Yuge, Rei Noguchi. [doi]
• NURad at the NTCIR-18 RadNLP TaskMarina Higashi, Rintaro Ito, Keita Kato, Ryota Asai, Shingo Iwano, Shinji Naganawa. [doi]
• FUSINT at the NTCIR-18 U4 TaskYuki Fujita, Ryota Mizushima, Hokuto Ototake, Kenji Yoshimura. [doi]
• SCUNLP-3 at the NTCIR-18 FinArg-2 Task: Template-BasedPrompting and AugmentationHong-Rui Pan, Jheng-Long Wu. [doi]
• LLMs and offline test collections: a dangerous distractionor a vital new tool?Mark Sanderson. [doi]
• AMS42 at the NTCIR-18 FairWeb-2 TaskClara Rus, Jasmin Kareem, Chen Xu 0010, Yuanna Liu, Zhirui Deng, Maria Heuss. [doi]
• THUIR at the NTCIR-18 FairWeb-2 TaskHuixue Su, Haitao Li 0006, Yiteng Tu, Qingyao Ai, Yiqun Liu 0001. [doi]
• WhiteME at U4 Shared Task: Hybrid Retrieval withTable-Structured Clues for Economic Table QAKoji Tanaka, Daiki Shirafuji, Tatsuhiko Saito. [doi]
• AIDAVANCE at the NTCIR-18 FinArg-2 Task: Making the Most ofSmall Language ModelsHugo Dutra, Leonardo Martinho, Gabriel Assis, Jonnathan Carvalho, Aline Paes. [doi]
• SOCIOCOM at the NTCIR-18 RadNLP Main task: Zero-Shot LLMApproaches for Lung Cancer StagingYuki Tashiro, Yuta Nakamura, Eiji Aramaki. [doi]
• Biting into SUSHI: The University of Maryland at NTCIR-18Douglas W. Oard, Shashank Bhardwaj, Emi Ishita. [doi]
• SCUNLP-2 at the NTCIR-18 FigArg-2 Task: ApplyRepeat-Error-Correction Learning on Text ClassificationTong-Ru Wu, Jheng-Long Wu. [doi]
• Ubie at the NTCIR-18 RadNLP Main Task: Few-shotClassification of TNM Staging for Japanese RadiologyReports Using LLMsTakashi Nishibayashi, Mitsuhisa Ota, Masahiro Kazama. [doi]
• Overview of the NTCIR-18 FairWeb-2 TaskSijie Tao, Tetsuya Sakai, Junjie Wang 0011, Hanpei Fang, Yuxiang Zhang, Haitao Li 0006, Yiteng Tu, Nuo Chen 0004, Maria Maistro. [doi]
• UCLWI at the NTCIR-18 AEOLLM Task: A Low-Cost Comparison ofRAGsXiao Fu 0007, Navdeep Singh Bedi, Noriko Kando, Fabio Crestani, Aldo Lipani. [doi]
• vitrivr-engine at the NTCIR-18 Lifelog-6 TaskLuca Rossetto. [doi]
• AIREV at the NTCIR-18 U4 TaskXin Fan, Kazuya Uesato, Yuma Hayashi, Tsuyoshi Morioka. [doi]
• NTCIR-18 RadNLP 2024 Overview: Dataset and Solutions forAutomated Lung Cancer StagingYuta 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. [doi]
• KASYS at the NTCIR-18 SUSHI TaskHaruki Fujimaki, Makoto P. Kato. [doi]
• KNUIR at the NTCIR-18 AEOLLM: Automatic Evaluation of LLMsYumi Kim, Meen Chul Kim, Jongwook Lee. [doi]
• From Divergent LLM Predictions to Reliable Lung CancerStaging with Ensemble Fusion: CYUT at the NTCIR-18 RadNLPMain TaskTsz-Yeung Lau, Shih-Hung Wu. [doi]
• AKBL at NTCIR-18 U4 TableRetrieval and TableQASo Takasago, Tomoyoshi Akiba. [doi]
• Overview of NTCIR-18Chung-Chi Chen 0001, Qingyao Ai, Shoko Wakamiya. [doi]
• Overview of the NTCIR-18 Transfer-2 TaskHideo Joho, Atsushi Keyaki, Yuuki Tachioka, Shuhei Yamamoto. [doi]
• PanguIR Technical Report for NTCIR-18 AEOLLM TaskLang Mei, Chong Chen 0001, Jiaxin Mao. [doi]
• Measuring the Generative Information Retrieval UniverseMaarten de Rijke. [doi]
• Teddysum at the NTCIR-18 HIDDEN-RAD Task: Using RAG andTree-of-Thought for Causal Explanation GenerationYoungseob Won, YoungGyun Hahm, Chanhyuk Yoon, Seong-Tae Kim. [doi]
• Overview of the NTCIR-18 FinArg-2 Task: Temporal Inferenceof Financial ArgumentsChung-Chi Chen 0001, Chin-Yi Lin, Cheng-Chih Chiu, Hen-Hsen Huang, Alaa Alhamzeh, Yu-Lieh Huang, Hiroya Takamura, Hsin-Hsi Chen. [doi]
• RAD-PHI3 at the NTCIR-18 HIDDEN-RAD: Hidden CausalityInclusion in Radiology Reports with Multimodal SmallLanguage ModelsMercy Ranjit, Rahul Kumar 0002, Shaury Srivastav, Anirban Porya, Tanuja Ganu. [doi]
• IMNTPU at the NTCIR-18 FinArg-2: Fine-Tuning andPrompt-Based Learning for Temporal Argument Detection andClaim Validity AssessmentBor-Jen Chen, Wen-Hsin Hsiao, Jun-Yu Wu, Cheng-Yun Wu, Min-Yuh Day. [doi]
• TMUNLPG2 at the NTCIR-18 MedNLP-CHAT TaskPei-Ying Yang, Tzu-Cheng Peng, Wen-Chao Yeh, Chien Chin Chen, Yung-Chun Chang. [doi]
• QshuNLP's Participation in the SUSHI: Systems and Analysis of the ResultsTokinori Suzuki, Yoichi Tomiura. [doi]
• RSLFW at the NTCIR-18 FairWeb-2 TaskAtsuya Ishikawa, Sijie Tao, Tetsuya Sakai. [doi]
• ATILF at NTCIR-18 RadNLP 2024 Shared Task: With lessradiology reports, comes less performanceAman Sinha 0002, Ioana Buhnila. [doi]