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ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022

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ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022

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From Search Queries to Conversations in the Design of Information Retrieval and Access Systems
Emine Yilmaz

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I3A: An Intelligent Interactive Information Agent Model for Information Retrieval
ChengXiang Zhai

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Towards Formally Grounded Evaluation Measures for Semantic Parsing-based Knowledge Graph Question Answering
Trond Linjordet | Krisztian Balog | Vinay Setty

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On the Effect of Ranking Axioms on IR Evaluation Metrics
Fernando Giner

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WooIR: A New Open Page Stream Segmentation Dataset
Ruben van Heusden | Jaap Kamps | Maarten Marx

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The Impact of Query Refinement on Systematic Review Literature Search: A Query Log Analysis
Harrisen Scells | Connor Forbes | Justin Clark | Bevan Koopman | Guido Zuccon

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Revisiting Open Domain Query Facet Extraction and Generation
Chris Samarinas | Arkin Dharawat | Hamed Zamani

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PRE: A Precision-Recall-Effort Optimization Framework for Query Simulation
Sahiti Labhishetty | ChengXiang Zhai

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Supervised Contrastive Learning Approach for Contextual Ranking
Abhijit Anand | Jurek Leonhardt | Koustav Rudra | Avishek Anand

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Sparse Pairwise Re-ranking with Pre-trained Transformers
Lukas Gienapp | Maik Fröbe | Matthias Hagen | Martin Potthast

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Stochastic Retrieval-Conditioned Reranking
Hamed Zamani | Michael Bendersky | Donald Metzler | Honglei Zhuang | Xuanhui Wang

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Do Loyal Users Enjoy Better Recommendations?: Understanding Recommender Accuracy from a Time Perspective
Yitong Ji | Aixin Sun | Jie Zhang | Chenliang Li

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Non-popular Items for Accurate & Diverse Linear Auto-Encoding Recommenders
Farhan Khawar | Adam Roegiest

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Uncoupled Nonnegative Matrix Factorization with Pairwise Comparison Data
Masahiro Kohjima

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Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis
Shameem Puthiya Parambath | Siwei Liu | Christos Anagnostopoulos | Roderick Murray-Smith | Iadh Ounis

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BERT Rankers are Brittle: A Study using Adversarial Document Perturbations
Yumeng Wang | Lijun Lyu | Avishek Anand

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Formal Constraints for Structured Document Retrieval
Tuomas Ketola | Thomas Roelleke

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BCubed Revisited: Elements Like Me
Ruben van Heusden | Jaap Kamps | Maarten Marx

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Do Extractive Summarization Algorithms Amplify Lexical Bias in News Articles?
Rei Shimizu | Sumio Fujita | Tetsuya Sakai

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IRnator: A Framework for Discovering Users Needs from Sets of Suggestions
Agnès Mustar | Sylvain Lamprier | Benjamin Piwowarski

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Language-Preference-Based Re-ranking for Multilingual Swahili Information Retrieval
Joseph P. Telemala | Hussein Suleman

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The Role of Complex NLP in Transformers for Text Ranking
David Rau | Jaap Kamps

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On the Interpolation of Contextualized Term-based Ranking with BM25 for Query-by-Example Retrieval
Amin Abolghasemi | Arian Askari | Suzan Verberne

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Drivers of Information Needs: A Behavioural Study - Exploring Searcher's Feeling-of-Knowing
Dominika Michalkova | Mario Parra-Rodriguez | Yashar Moshfeghi

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GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval
Sibo Dong | Justin Goldstein | Grace Hui Yang

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U-BERT for Fast and Scalable Text-Image Retrieval
Tan Yu | Hongliang Fei | Ping Li

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A General Framework for Pairwise Unbiased Learning to Rank
Alexey Kurennoy | John Coleman | Ian Harris | Alice Lynch | Oisín Mac Fhearaí | Daphne Tsatsoulis

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Filtering out Outliers in Learning to Rank
Federico Marcuzzi | Claudio Lucchese | Salvatore Orlando

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Two-sided Rank Consistent Ordinal Regression for Interpretable Music Key Recommendation
Yuan Wang | Shigeki Tanaka | Keita Yokoyama | Hsin-Tai Wu | Yi Fang

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A Tag-Based Post-Hoc Framework for Explainable Conversational Recommendation
Kerui Xu | Jun Xu | Sheng Gao | Si Li | Jun Guo | Ji-Rong Wen

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The Bandwagon Effect: Not Just Another Bias
Norman Knyazev | Harrie Oosterhuis

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Towards Deeper Understanding of Variational Auto-encoders for Binary Collaborative Filtering
Siamak Zamany | Dingcheng Li | Hongliang Fei | Ping Li

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Reaching the End of Unbiasedness: Uncovering Implicit Limitations of Click-Based Learning to Rank
Harrie Oosterhuis

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Evaluating the Cranfield Paradigm for Conversational Search Systems
Xiao Fu | Emine Yilmaz | Aldo Lipani