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Information Retrieval

Authors and titles for recent submissions

[ total of 87 entries: 1-59 | 60-87 ]
[ showing 59 entries per page: fewer | more | all ]

Mon, 6 May 2024

[1]  arXiv:2405.02261 [pdf, other]
Title: Comparing Personalized Relevance Algorithms for Directed Graphs
Authors: Luca Cavalcanti, Cristian Consonni, Martin Brugnara, David Laniado, Alberto Montresor
Comments: 4 pages, 1 figure. To appear at 2024 IEEE 40th International Conference on Data Engineering (ICDE)
Subjects: Information Retrieval (cs.IR); Computers and Society (cs.CY)
[2]  arXiv:2405.02219 [pdf, other]
Title: FairEvalLLM. A Comprehensive Framework for Benchmarking Fairness in Large Language Model Recommender Systems
Authors: Yashar Deldjoo
Subjects: Information Retrieval (cs.IR)
[3]  arXiv:2405.02156 [pdf, other]
Title: How to Diversify any Personalized Recommender? A User-centric Pre-processing approach
Authors: Manel Slokom, Laura Hollink
Subjects: Information Retrieval (cs.IR)
[4]  arXiv:2405.02141 [pdf, other]
Title: Multi-Objective Recommendation via Multivariate Policy Learning
Authors: Olivier Jeunen, Jatin Mandav, Ivan Potapov, Nakul Agarwal, Sourabh Vaid, Wenzhe Shi, Aleksei Ustimenko
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[5]  arXiv:2405.02050 [pdf, other]
Title: Ah, that's the great puzzle: On the Quest of a Holistic Understanding of the Harms of Recommender Systems on Children
Authors: Robin Ungruh, Maria Soledad Pera
Comments: 7 pages, 2 figures, DCDW 2024
Journal-ref: Designing for Children's Digital Well-being: A Research, Policy and Practice Agenda (DCDW '24), co-located with ACM IDC 2024
Subjects: Information Retrieval (cs.IR)
[6]  arXiv:2405.02048 [pdf, ps, other]
Title: Comparative Analysis of Retrieval Systems in the Real World
Authors: Dmytro Mozolevskyi, Waseem AlShikh
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[7]  arXiv:2405.02026 [pdf, other]
Title: Diversity of What? On the Different Conceptualizations of Diversity in Recommender Systems
Authors: Sanne Vrijenhoek, Savvina Daniil, Jorden Sandel, Laura Hollink
Journal-ref: FAccT 2024
Subjects: Information Retrieval (cs.IR)
[8]  arXiv:2405.01855 [pdf, ps, other]
Title: Robust Explainable Recommendation
Authors: Sairamvinay Vijayaraghavan, Prasant Mohapatra
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[9]  arXiv:2405.01849 [pdf, ps, other]
Title: Stability of Explainable Recommendation
Authors: Sairamvinay Vijayaraghavan, Prasant Mohapatra
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[10]  arXiv:2405.01848 [pdf, other]
Title: RankSHAP: a Gold Standard Feature Attribution Method for the Ranking Task
Authors: Tanya Chowdhury, Yair Zick, James Allan
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[11]  arXiv:2405.01847 [pdf, other]
Title: A Model-based Multi-Agent Personalized Short-Video Recommender System
Authors: Peilun Zhou, Xiaoxiao Xu, Lantao Hu, Han Li, Peng Jiang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[12]  arXiv:2405.02228 (cross-list from cs.CL) [pdf, other]
Title: REASONS: A benchmark for REtrieval and Automated citationS Of scieNtific Sentences using Public and Proprietary LLMs
Authors: Deepa Tilwani, Yash Saxena, Ali Mohammadi, Edward Raff, Amit Sheth, Srinivasan Parthasarathy, Manas Gaur
Comments: Submitted to ACL ARR April 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[13]  arXiv:2405.01972 (cross-list from cs.CL) [pdf, other]
Title: A quantitative and typological study of Early Slavic participle clauses and their competition
Authors: Nilo Pedrazzini
Comments: 259 pages, 138 figures. DPhil Thesis in Linguistics submitted and defended at the University of Oxford (December 2023). This manuscript is a version formatted for improved readability and broader dissemination
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[14]  arXiv:2405.01924 (cross-list from cs.CL) [pdf, other]
Title: Semi-Parametric Retrieval via Binary Token Index
Authors: Jiawei Zhou, Li Dong, Furu Wei, Lei Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[15]  arXiv:2405.01796 (cross-list from cs.CL) [pdf, other]
Title: TOPICAL: TOPIC Pages AutomagicaLly
Authors: John Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Lu Wang
Comments: 10 pages, 7 figures, 2 tables, NAACL System Demonstrations 2024
Subjects: Computation and Language (cs.CL); Digital Libraries (cs.DL); Information Retrieval (cs.IR)
[16]  arXiv:2405.01610 (cross-list from cs.CL) [pdf, other]
Title: Automating the Analysis of Public Saliency and Attitudes towards Biodiversity from Digital Media
Authors: Noah Giebink, Amrita Gupta, Diogo Verìssimo, Charlotte H. Chang, Tony Chang, Angela Brennan, Brett Dickson, Alex Bowmer, Jonathan Baillie
Comments: v0.1, 21 pages with 10 figures
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[17]  arXiv:2405.01593 (cross-list from cs.CL) [pdf, other]
Title: Large Language Model Agent for Fake News Detection
Authors: Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[18]  arXiv:2405.01585 (cross-list from cs.AI) [pdf, other]
Title: Tabular Embedding Model (TEM): Finetuning Embedding Models For Tabular RAG Applications
Authors: Sujit Khanna, Shishir Subedi
Comments: 11 pages, 5 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)

Fri, 3 May 2024

[19]  arXiv:2405.01417 [pdf, other]
Title: Modeling Activity-Driven Music Listening with PACE
Authors: Lilian Marey, Bruno Sguerra, Manuel Moussallam
Comments: 5 pages, CHIIR'24 conference
Subjects: Information Retrieval (cs.IR)
[20]  arXiv:2405.01310 [pdf, other]
Title: Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation
Authors: Dr. Selva Kumar S, Afifah Khan Mohammed Ajmal Khan, Imadh Ajaz Banday, Manikantha Gada, Vibha Venkatesh Shanbhag
Comments: 6 pages, 3 figures
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[21]  arXiv:2405.01143 [pdf, other]
Title: Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
Authors: Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Mohammad Aliannejadi, Andrew Yates, Maarten de Rijke
Comments: To appear at SIGIR'24
Subjects: Information Retrieval (cs.IR)
[22]  arXiv:2405.01122 [pdf, other]
Title: Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023
Authors: Andrew Parry, Thomas Jaenich, Sean MacAvaney, Iadh Ounis
Comments: 5 pages, 5 figures, TREC Deep Learning 2023 Notebook
Subjects: Information Retrieval (cs.IR)
[23]  arXiv:2405.01117 [pdf, other]
Title: Faster Learned Sparse Retrieval with Block-Max Pruning
Authors: Antonio Mallia, Torten Suel, Nicola Tonellotto
Comments: SIGIR 2024 (short paper track)
Subjects: Information Retrieval (cs.IR)
[24]  arXiv:2405.01116 [pdf, other]
Title: "In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"
Authors: Andrew Parry, Debasis Ganguly, Manish Chandra
Comments: 9 Pages, 3 Figures, Accepted as Perspective paper to SIGIR 2024
Subjects: Information Retrieval (cs.IR)
[25]  arXiv:2405.01063 [pdf, other]
Title: Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach
Authors: Tianhao Shi, Yang Zhang, Jizhi Zhang, Fuli Feng, Xiangnan He
Comments: 8 pages, 5 figures
Subjects: Information Retrieval (cs.IR); Computers and Society (cs.CY); Machine Learning (cs.LG)
[26]  arXiv:2405.00986 [pdf, other]
Title: Multi-intent-aware Session-based Recommendation
Authors: Minjin Choi, Hye-young Kim, Hyunsouk Cho, Jongwuk Lee
Comments: SIGIR 2024. 5 pages
Subjects: Information Retrieval (cs.IR)
[27]  arXiv:2405.00978 [pdf, other]
Title: Language Fairness in Multilingual Information Retrieval
Authors: Eugene Yang, Thomas Jänich, James Mayfield, Dawn Lawrie
Comments: 5 pages, 1 figure, accepted at SIGIR 2024 as short paper
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[28]  arXiv:2405.00977 [pdf, other]
Title: Distillation for Multilingual Information Retrieval
Authors: Eugene Yang, Dawn Lawrie, James Mayfield
Comments: 6 pages, 1 figure, accepted at SIGIR 2024 as short paper
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[29]  arXiv:2405.00975 [pdf, other]
Title: PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval
Authors: Dawn Lawrie, Efsun Kayi, Eugene Yang, James Mayfield, Douglas W. Oard
Comments: 5 pages, 1 figure, accepted at SIGIR 2024 as short paper
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[30]  arXiv:2405.00824 [pdf, other]
Title: Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations
Authors: Kirandeep Kaur, Chirag Shah
Subjects: Information Retrieval (cs.IR); Human-Computer Interaction (cs.HC)
[31]  arXiv:2405.01458 (cross-list from cs.CL) [pdf, other]
Title: UQA: Corpus for Urdu Question Answering
Authors: Samee Arif, Sualeha Farid, Awais Athar, Agha Ali Raza
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[32]  arXiv:2405.01097 (cross-list from cs.CY) [pdf, other]
Title: Silencing the Risk, Not the Whistle: A Semi-automated Text Sanitization Tool for Mitigating the Risk of Whistleblower Re-Identification
Authors: Dimitri Staufer, Frank Pallas, Bettina Berendt
Comments: Accepted for publication at the ACM Conference on Fairness, Accountability, and Transparency 2024 (ACM FAccT'24). This is a preprint manuscript (authors' own version before final copy-editing)
Subjects: Computers and Society (cs.CY); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR); Software Engineering (cs.SE)
[33]  arXiv:2405.00982 (cross-list from cs.CL) [pdf, other]
Title: On the Evaluation of Machine-Generated Reports
Authors: James Mayfield, Eugene Yang, Dawn Lawrie, Sean MacAvaney, Paul McNamee, Douglas W. Oard, Luca Soldaini, Ian Soboroff, Orion Weller, Efsun Kayi, Kate Sanders, Marc Mason, Noah Hibbler
Comments: 12 pages, 4 figures, accepted at SIGIR 2024 as perspective paper
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)

Thu, 2 May 2024

[34]  arXiv:2405.00554 [pdf, other]
Title: A First Look at Selection Bias in Preference Elicitation for Recommendation
Authors: Shashank Gupta, Harrie Oosterhuis, Maarten de Rijke
Comments: Accepted at the CONSEQUENCES'23 workshop at RecSys '23
Subjects: Information Retrieval (cs.IR)
[35]  arXiv:2405.00505 [pdf, other]
Title: KVP10k : A Comprehensive Dataset for Key-Value Pair Extraction in Business Documents
Authors: Oshri Naparstek, Roi Pony, Inbar Shapira, Foad Abo Dahood, Ophir Azulai, Yevgeny Yaroker, Nadav Rubinstein, Maksym Lysak, Peter Staar, Ahmed Nassar, Nikolaos Livathinos, Christoph Auer, Elad Amrani, Idan Friedman, Orit Prince, Yevgeny Burshtein, Adi Raz Goldfarb, Udi Barzelay
Comments: accepted ICDAR2024
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[36]  arXiv:2405.00469 [pdf, other]
Title: Exploiting Positional Bias for Query-Agnostic Generative Content in Search
Authors: Andrew Parry, Sean MacAvaney, Debasis Ganguly
Comments: 8 pages, 4 main figures, 7 appendix pages, 2 appendix figures
Subjects: Information Retrieval (cs.IR)
[37]  arXiv:2405.00367 [pdf, other]
Title: Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation
Authors: Yoori Oh, Yoseob Han, Kyogu Lee
Comments: Accepted at SIGIR 2024 short paper track
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[38]  arXiv:2405.00338 [pdf, other]
Title: Distillation Matters: Empowering Sequential Recommenders to Match the Performance of Large Language Model
Authors: Yu Cui, Feng Liu, Pengbo Wang, Bohao Wang, Heng Tang, Yi Wan, Jun Wang, Jiawei Chen
Comments: 10 pages, 2 figures
Subjects: Information Retrieval (cs.IR)
[39]  arXiv:2405.00322 [pdf, other]
Title: Characterizing Information Seeking Processes with Multiple Physiological Signals
Authors: Kaixin Ji, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina
Journal-ref: In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024, Washington, DC, USA. ACM, New York, NY, USA, 12 pages
Subjects: Information Retrieval (cs.IR); Human-Computer Interaction (cs.HC)
[40]  arXiv:2405.00287 [pdf, other]
Title: Stochastic Sampling for Contrastive Views and Hard Negative Samples in Graph-based Collaborative Filtering
Authors: Chaejeong Lee, Jeongwhan Choi, Hyowon Wi, Sung-Bae Cho, Noseong Park
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[41]  arXiv:2405.00449 (cross-list from cs.LG) [pdf, other]
Title: RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models
Authors: Mohamed Manzour Hussien, Angie Nataly Melo, Augusto Luis Ballardini, Carlota Salinas Maldonado, Rubén Izquierdo, Miguel Ángel Sotelo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR); Neural and Evolutionary Computing (cs.NE)
[42]  arXiv:2405.00280 (cross-list from cs.SI) [pdf, other]
Title: Global News Synchrony and Diversity During the Start of the COVID-19 Pandemic
Authors: Xi Chen, Scott A. Hale, David Jurgens, Mattia Samory, Ethan Zuckerman, Przemyslaw A. Grabowicz
Subjects: Social and Information Networks (cs.SI); Computers and Society (cs.CY); Information Retrieval (cs.IR)
[43]  arXiv:2405.00197 (cross-list from cs.AI) [pdf, ps, other]
Title: Grounding Realizable Entities
Authors: Michael Rabenberg, Carter Benson, Federico Donato, Yongqun He, Anthony Huffman, Shane Babcock, John Beverley
Comments: 13
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Information Retrieval (cs.IR)
[44]  arXiv:2405.00186 (cross-list from cs.AI) [pdf, ps, other]
Title: Credentials in the Occupation Ontology
Authors: John Beverley, Robin McGill, Sam Smith, Jie Zheng, Giacomo De Colle, Finn Wilson, Matthew Diller, William D. Duncan, William R. Hogan, Yongqun He
Comments: 11
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Information Retrieval (cs.IR)
[45]  arXiv:2405.00175 (cross-list from cs.CL) [pdf, other]
Title: Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
Authors: Alireza Salemi, Hamed Zamani
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[46]  arXiv:2405.00080 (cross-list from cs.LG) [pdf, other]
Title: Recommenadation aided Caching using Combinatorial Multi-armed Bandits
Authors: Pavamana K J, Chandramani Kishore Singh
Subjects: Machine Learning (cs.LG); Information Retrieval (cs.IR); Networking and Internet Architecture (cs.NI)
[47]  arXiv:2405.00029 (cross-list from cs.CV) [pdf, ps, other]
Title: Automatic Creative Selection with Cross-Modal Matching
Authors: Alex Kim, Jia Huang, Rob Monarch, Jerry Kwac, Anikesh Kamath, Parmeshwar Khurd, Kailash Thiyagarajan, Goodman Gu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR)

Wed, 1 May 2024 (showing first 12 of 13 entries)

[48]  arXiv:2404.19596 [pdf, other]
Title: Debiased Collaborative Filtering with Kernel-Based Causal Balancing
Authors: Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui
Comments: ICLR 24 Spotlight
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[49]  arXiv:2404.19357 [pdf, other]
Title: Interest Clock: Time Perception in Real-Time Streaming Recommendation System
Authors: Yongchun Zhu, Jingwu Chen, Ling Chen, Yitan Li, Feng Zhang, Zuotao Liu
Comments: Accepted by SIGIR 2024
Subjects: Information Retrieval (cs.IR)
[50]  arXiv:2404.19130 [pdf, other]
Title: SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
Authors: Zihao Li, Yuyi Ao, Jingrui He
Comments: Accepted by SIGIR 2024, Camera Ready Version
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[51]  arXiv:2404.19093 [pdf, other]
Title: Large Language Models as Conversational Movie Recommenders: A User Study
Authors: Ruixuan Sun, Xinyi Li, Avinash Akella, Joseph A. Konstan
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[52]  arXiv:2404.19020 [pdf, ps, other]
Title: Information literacy development and assessment at school level: a systematic review of the literature
Authors: Luz Chourio-Acevedo, Jacqueline Köhler, Carla Coscarelli, Daniel Gacitúa, Verónica Proaño-Ríos, Roberto González-Ibáñez
Subjects: Information Retrieval (cs.IR)
[53]  arXiv:2404.19705 (cross-list from cs.CL) [pdf, other]
Title: When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively
Authors: Tiziano Labruna, Jon Ander Campos, Gorka Azkune
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[54]  arXiv:2404.19620 (cross-list from cs.LG) [pdf, other]
Title: Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
Authors: Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He
Comments: ICLR 24
Subjects: Machine Learning (cs.LG); Information Retrieval (cs.IR); Machine Learning (stat.ML)
[55]  arXiv:2404.19360 (cross-list from cs.CV) [pdf, other]
Title: Large Language Model Informed Patent Image Retrieval
Authors: Hao-Cheng Lo, Jung-Mei Chu, Jieh Hsiang, Chun-Chieh Cho
Comments: 8 pages. Under review
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[56]  arXiv:2404.19146 (cross-list from cs.AI) [pdf, other]
Title: Automated Construction of Theme-specific Knowledge Graphs
Authors: Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han
Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[57]  arXiv:2404.19095 (cross-list from cs.HC) [pdf, ps, other]
Title: Catalyzing Social Interactions in Mixed Reality using ML Recommendation Systems
Authors: Sparsh Srivastava, Rohan Arora
Subjects: Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[58]  arXiv:2404.19052 (cross-list from cs.DB) [pdf, other]
Title: Exploring Weighted Property Approaches for RDF Graph Similarity Measure
Authors: Ngoc Luyen Le, Marie-Hélène Abel, Philippe Gouspillou
Subjects: Databases (cs.DB); Information Retrieval (cs.IR)
[59]  arXiv:2404.18971 (cross-list from cs.CL) [pdf, other]
Title: Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking
Authors: Zacharias Chrysidis, Stefanos-Iordanis Papadopoulos, Symeon Papadopoulos, Panagiotis C. Petrantonakis
Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY); Information Retrieval (cs.IR); Social and Information Networks (cs.SI)
[ total of 87 entries: 1-59 | 60-87 ]
[ showing 59 entries per page: fewer | more | all ]

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