International Conference on the Theory of Information Retrieval (ICTIR) (2023)

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Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2023, Taipei, Taiwan, 23 July 2023

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Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2023, Taipei, Taiwan, 23 July 2023
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A Deep Generative Recommendation Method for Unbiased Learning from Implicit Feedback.
Shashank Gupta|Harrie Oosterhuis|Maarten de Rijke
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CSurF: Sparse Lexical Retrieval through Contextualized Surface Forms.
Zhen Fan|Luyu Gao|Jamie Callan
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A is for Adele: An Offline Evaluation Metric for Instant Search.
Negar Arabzadeh|Oleksandra Kmet|Ben Carterette|Charles L. A. Clarke|Claudia Hauff|Praveen Chandar
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KALE: Using a K-Sparse Projector for Lexical Expansion.
Luís Borges|Bruno Martins|Jamie Callan
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Learn to be Fair without Labels: A Distribution-based Learning Framework for Fair Ranking.
Fumian Chen|Hui Fang
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Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank.
Tanya Chowdhury|Razieh Rahimi|James Allan
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Perspectives on Large Language Models for Relevance Judgment.
Guglielmo Faggioli|Laura Dietz|Charles L. A. Clarke|Gianluca Demartini|Matthias Hagen|Claudia Hauff|Noriko Kando|Evangelos Kanoulas|Martin Potthast|Benno Stein|Henning Wachsmuth
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Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities.
Guglielmo Faggioli|Thibault Formal|Simon Lupart|Stefano Marchesin|Stéphane Clinchant|Nicola Ferro|Benjamin Piwowarski
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Conversational Search with Random Walks over Entity Graphs.
Gustavo Gonçalves|João Magalhães|Jamie Callan
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Dense Retrieval Adaptation using Target Domain Description.
Helia Hashemi|Yong Zhuang|Sachith Sri Ram Kothur|Srivas Prasad|Edgar Meij|W. Bruce Croft
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Hierarchical Transformer-based Query by Multiple Documents.
Zhiqi Huang|Shahrzad Naseri|Hamed R. Bonab|Sheikh Muhammad Sarwar|James Allan
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Automatic Hint Generation.
Adam Jatowt|Calvin Gehrer|Michael Färber
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Outcome-based Evaluation of Systematic Review Automation.
Wojciech Kusa|Guido Zuccon|Petr Knoth|Allan Hanbury
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Mitigating Mainstream Bias in Recommendation via Cost-sensitive Learning.
Roger Zhe Li|Julián Urbano|Alan Hanjalic
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Exploring the Representation Power of SPLADE Models.
Joel Mackenzie|Shengyao Zhuang|Guido Zuccon
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Clarifying Questions in Math Information Retrieval.
Behrooz Mansouri|Zahra Jahedibashiz
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Retrieving Webpages Using Online Discussions.
Kevin Ros|Matthew Jin|Jacob Levine|ChengXiang Zhai
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Evaluating Parrots and Sociopathic Liars (keynote).
Tetsuya Sakai
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Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering.
Alireza Salemi|Mahta Rafiee|Hamed Zamani
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Entity-Based Relevance Feedback for Document Retrieval.
Eilon Sheetrit|Fiana Raiber|Oren Kurland
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Learning Aligned Cross-Modal and Cross-Product Embeddings for Generating the Topics of Shopping Needs.
Yi-Ru Tsai|Pu-Jen Cheng
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Revisiting Condorcet Fusion.
Liron Tyomkin|Oren Kurland
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Content-Based Relevance Estimation in Retrieval Settings with Ranking-Incentivized Document Manipulations.
Ziv Vasilisky|Oren Kurland|Moshe Tennenholtz|Fiana Raiber
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An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems.
Shuyi Wang|Guido Zuccon
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The Effectiveness of Quantum Random Walk Model in Recommender Systems.
Hiroshi Wayama|Kazunari Sugiyama
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Causal Collaborative Filtering.
Shuyuan Xu|Yingqiang Ge|Yunqi Li|Zuohui Fu|Xu Chen|Yongfeng Zhang
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Balanced Knowledge Distillation with Contrastive Learning for Document Re-ranking.
Yingrui Yang|Shanxiu He|Yifan Qiao|Wentai Xie|Tao Yang
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Zero-shot Query Reformulation for Conversational Search.
Dayu Yang|Yue Zhang|Hui Fang
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Assessment of the Quality of Topic Models for Information Retrieval Applications.
Meng Yuan|Pauline Lin|Lida Rashidi|Justin Zobel
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A Theoretical Analysis of Out-of-Distribution Detection in Multi-Label Classification.
Dell Zhang|Bilyana Taneva-Popova
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Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval Models.
Guido Zuccon|Harrisen Scells|Shengyao Zhuang