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SIGIR-AP 2024: Tokyo, Japan
- Tetsuya Sakai, Emi Ishita, Hiroaki Ohshima, Faegheh Hasibi, Jiaxin Mao, Joemon M. Jose:
Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, SIGIR-AP 2024, Tokyo, Japan, December 9-12, 2024. ACM 2024, ISBN 979-8-4007-0724-7
Keynote 1
- Momoe Makino:
Information Experiment: What Does Empirical Microeconomics Tell Us? 1
Session 1: Retrieval Augmented Generation
- Jisoo Jang, Wen-Syan Li:
AU-RAG: Agent-based Universal Retrieval Augmented Generation. 2-11 - Heydar Soudani, Evangelos Kanoulas, Faegheh Hasibi:
Fine Tuning vs. Retrieval Augmented Generation for Less Popular Knowledge. 12-22 - Weihang Su, Yichen Tang, Qingyao Ai, Changyue Wang, Zhijing Wu, Yiqun Liu:
Mitigating Entity-Level Hallucination in Large Language Models. 23-31
Session 2: Evaluation I
- Marwah Alaofi, Paul Thomas, Falk Scholer, Mark Sanderson:
LLMs can be Fooled into Labelling a Document as Relevant: best café near me; this paper is perfectly relevant. 32-41 - Negar Arabzadeh, Fernando Diaz, Junfeng He:
Offline Evaluation of Set-Based Text-to-Image Generation. 42-53 - Nuo Chen, Jiqun Liu, Xiaoyu Dong, Qijiong Liu, Tetsuya Sakai, Xiao-Ming Wu:
AI Can Be Cognitively Biased: An Exploratory Study on Threshold Priming in LLM-Based Batch Relevance Assessment. 54-63 - Amin Bigdeli, Negar Arabzadeh, Ebrahim Bagheri, Charles L. A. Clarke:
Evaluating Relative Retrieval Effectiveness with Normalized Residual Gain. 64-71
Session 3: Users and Simulation
- Ivan Sekulic, Lili Lu, Navdeep Singh Bedi, Fabio Crestani:
Simulating Conversational Search Users with Parameterized Behavior. 72-81 - Ismail Sabei, Mahmoud Galal, Bevan Koopman, Guido Zuccon:
Searching in Professional Instant Messaging Applications: User Behaviour, Intent, and Pain-points. 82-91 - Weronika Lajewska, Krisztian Balog, Damiano Spina, Johanne Trippas:
Can Users Detect Biases or Factual Errors in Generated Responses in Conversational Information-Seeking? 92-102 - Sijie Liu, Yuyang Hu, Zihang Tian, Zhe Jin, Shijin Ruan, Jiaxin Mao:
Investigating Users' Search Behavior and Outcome with ChatGPT in Learning-oriented Search Tasks. 103-113
Keynote 2
- Sadao Kurohashi:
From Data Platforms to Knowledge Infrastructure. 114
Session 4: Evaluation II
- Fernando Diaz:
Pessimistic Evaluation. 115-124 - Matteo Corsi, Julián Urbano:
How do Ties Affect the Uncertainty in Rank-Biased Overlap? 125-134 - Alistair Moffat, Joel Mackenzie, Antonio Mallia, Matthias Petri:
Rank-Biased Quality Measurement for Sets and Rankings. 135-144
Session 5: Recommendation and Conversation
- Ken Tobioka, Takehiro Yamamoto, Hiroaki Ohshima:
Timing of Aspect Suggestion to Encourage Diverse Information Acquisition in Spoken Conversational Search. 145-153 - Zihua Si, Zhongxiang Sun, Jiale Chen, Guozhang Chen, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu, Kun Gai:
Generative Retrieval with Semantic Tree-Structured Identifiers and Contrastive Learning. 154-163 - Roohollah Etemadi, Morteza Zihayat, Kuan Feng, Jason Adelman, Fattane Zarrinkalam, Ebrahim Bagheri:
It Takes a Team to Triumph: Collaborative Expert Finding in Community QA Networks. 164-174
Session 6: Resource and Reproducibility
- Changyue Wang, Weihang Su, Yiran Hu, Qingyao Ai, Yueyue Wu, Cheng Luo, Yiqun Liu, Min Zhang, Shaoping Ma:
LeKUBE: A Knowledge Update BEnchmark for Legal Domain. 175-185 - Moritz Staudinger, Wojciech Kusa, Florina Piroi, Aldo Lipani, Allan Hanbury:
A Reproducibility and Generalizability Study of Large Language Models for Query Generation. 186-196 - Leif Azzopardi, Timo Breuer, Björn Engelmann, Christin Kreutz, Sean MacAvaney, David Maxwell, Andrew Parry, Adam Roegiest, Xi Wang, Saber Zerhoudi:
SimIIR 3: A Framework for the Simulation of Interactive and Conversational Information Retrieval. 197-202 - Moritz Staudinger, Florina Piroi, Andreas Rauber:
Reproducible Hybrid Time-Travel Retrieval in Evolving Corpora. 203-208 - Thilina Chaturanga Rajapakse, Andrew Yates, Maarten de Rijke:
Simple Transformers: Open-source for All. 209-215
Session 7: Efficiency and Users
- Alistair Moffat:
Binary Interpolative Coding Revisited. 216-225 - Yuxiang Zhang, Xin Fan, Junjie Wang, Chongxian Chen, Fan Mo, Tetsuya Sakai, Hayato Yamana:
Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models. 226-235 - Pietro Bernardelle, Gianluca Demartini:
Optimizing LLMs with Direct Preferences: A Data Efficiency Perspective. 236-240 - Yang Zhan, Tatsuo Nakajima:
Effect of Presentation Methods on User Experiences and Perception in VR Shopping Recommender Systems. 241-248
Session 8: NLP and Search
- Yuta Imasaka, Hideo Joho:
Effect of LLM's Personality Traits on Query Generation. 249-258 - Shengyao Zhuang, Bevan Koopman, Xiaoran Chu, Guido Zuccon:
Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems. 259-268 - Jack Longwell, Mahdiyar Ali Akbar Alavi, Fattane Zarrinkalam, Faezeh Ensan:
Triple Augmented Generative Language Models for SPARQL Query Generation from Natural Language Questions. 269-273 - Timo Breuer:
Data Fusion of Synthetic Query Variants With Generative Large Language Models. 274-279 - Hadiseh Moradisani, Fattane Zarrinkalam, Julien Serbanescu, Zeinab Noorian:
UnAnswGen: A Systematic Approach for Generating Unanswerable Questions in Machine Reading Comprehension. 280-286
Tutorials
- Leif Azzopardi, Jiqun Liu:
Evaluating Cognitive Biases in Conversational and Generative IIR: A Tutorial. 287-290 - Negar Arabzadeh, Chuan Meng, Mohammad Aliannejadi, Ebrahim Bagheri:
Query Performance Prediction: Techniques and Applications in Modern Information Retrieval. 291-294 - Mahdis Saeedi, Christine Wong, Hossein Fani:
Paradigm Shifts in Team Recommendation: From Historical Subgraph Optimization to Emerging Graph Neural Network. 295-298 - Fernando Diaz, Andrew Drozdov, To Eun Kim, Alireza Salemi, Hamed Zamani:
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities. 299-302 - Andrew Yates, Carlos Lassance, Sean MacAvaney, Thong Nguyen, Yibin Lei:
Neural Lexical Search with Learned Sparse Retrieval. 303-306
Workshops
- Zihan Wang, Xuri Ge, Joemon M. Jose, Haitao Yu, Weizhi Ma, Zhaochun Ren, Xin Xin:
R3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation. 307-310 - Makoto P. Kato, Noriko Kando, Charles L. A. Clarke, Yiqun Liu:
The First Workshop on Evaluation Methodologies, Testbeds and Community for Information Access Research (EMTCIR 2024). 311-314 - Praveen Acharya, Gareth J. F. Jones, Xiao Fu, Aldo Lipani, Fabio Crestani, Noriko Kando:
The 1st Workshop on User Modelling in Conversational Information Retrieval (UM-CIR). 315-317
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