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Information Retrieval

Authors and titles for recent submissions

[ total of 38 entries: 1-25 | 26-38 ]
[ showing 25 entries per page: fewer | more | all ]

Fri, 17 May 2024

[1]  arXiv:2405.10311 [pdf, other]
Title: UniRAG: Universal Retrieval Augmentation for Multi-Modal Large Language Models
Authors: Sahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen, Jimmy Lin
Comments: 11 pages, 7 figures
Subjects: Information Retrieval (cs.IR)
[2]  arXiv:2405.10232 [pdf, other]
Title: Beyond Static Calibration: The Impact of User Preference Dynamics on Calibrated Recommendation
Authors: Kun Lin, Masoud Mansoury, Farzad Eskandanian, Milad Sabouri, Bamshad Mobasher
Comments: 8 pages, 4 figures, accepted as LBR paper at UMAP '24 -- ACM Conference on User Modeling, Adaptation and Personalization 2024
Subjects: Information Retrieval (cs.IR)
[3]  arXiv:2405.09638 [pdf, other]
Title: HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation
Authors: Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[4]  arXiv:2405.10248 (cross-list from cs.HC) [pdf, other]
Title: Co-Matching: Towards Human-Machine Collaborative Legal Case Matching
Authors: Chen Huang, Xinwei Yang, Yang Deng, Wenqiang Lei, JianCheng Lv, Tat-Seng Chua
Comments: Draft V1: 23 pages, 7 figures
Subjects: Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR)
[5]  arXiv:2405.10233 (cross-list from cs.SI) [pdf, other]
Title: iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
Authors: Jay Patel, Pujan Paudel, Emiliano De Cristofaro, Gianluca Stringhini, Jeremy Blackburn
Subjects: Social and Information Networks (cs.SI); Computers and Society (cs.CY); Information Retrieval (cs.IR)
[6]  arXiv:2405.10024 (cross-list from cs.LG) [pdf, other]
Title: $Δ\text{-}{\rm OPE}$: Off-Policy Estimation with Pairs of Policies
Authors: Olivier Jeunen, Aleksei Ustimenko
Subjects: Machine Learning (cs.LG); Information Retrieval (cs.IR)

Thu, 16 May 2024

[7]  arXiv:2405.09369 [pdf, other]
Title: Diffusion-based Contrastive Learning for Sequential Recommendation
Authors: Ziqiang Cui, Haolun Wu, Bowei He, Ji Cheng, Chen Ma
Subjects: Information Retrieval (cs.IR)
[8]  arXiv:2405.09306 [pdf, other]
Title: Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy
Authors: Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro
Comments: Preprint submitted to Information Science journal
Subjects: Information Retrieval (cs.IR); Cryptography and Security (cs.CR)
[9]  arXiv:2405.09042 [pdf, other]
Title: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering
Authors: Yi Zhang, Lei Sang, Yiwen Zhang
Comments: 10 pages, 7 figures, accepted by SIGIR 2024
Subjects: Information Retrieval (cs.IR)
[10]  arXiv:2405.09543 (cross-list from cs.CY) [pdf, other]
Title: Algorithmic Fairness: A Tolerance Perspective
Authors: Renqiang Luo, Tao Tang, Feng Xia, Jiaying Liu, Chengpei Xu, Leo Yu Zhang, Wei Xiang, Chengqi Zhang
Comments: 33 pages, 4 figures
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[11]  arXiv:2405.09334 (cross-list from cs.CV) [pdf, other]
Title: Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study
Authors: Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga
Comments: 23 pages, 9 Figures, 13 Tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[12]  arXiv:2405.08852 (cross-list from cs.LG) [pdf, other]
Title: A Click-Through Rate Prediction Method Based on Cross-Importance of Multi-Order Features
Authors: Hao Wang, Nao Li
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[13]  arXiv:2405.08830 (cross-list from cs.MA) [pdf, other]
Title: Evaluating Supply Chain Resilience During Pandemic Using Agent-based Simulation
Authors: Teddy Lazebnik
Subjects: Multiagent Systems (cs.MA); Information Retrieval (cs.IR); Social and Information Networks (cs.SI)

Wed, 15 May 2024

[14]  arXiv:2405.08582 [pdf, other]
Title: Treatment Effect Estimation for User Interest Exploration on Recommender Systems
Authors: Jiaju Chen, Wenjie Wang, Chongming Gao, Peng Wu, Jianxiong Wei, Qingsong Hua
Comments: Accepted to SIGIR 2024
Subjects: Information Retrieval (cs.IR)
[15]  arXiv:2405.08465 [pdf, other]
Title: How to Surprisingly Consider Recommendations? A Knowledge-Graph-based Approach Relying on Complex Network Metrics
Authors: Oliver Baumann, Durgesh Nandini, Anderson Rossanez, Mirco Schoenfeld, Julio Cesar dos Reis
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM); Social and Information Networks (cs.SI)
[16]  arXiv:2405.08751 (cross-list from cs.CL) [pdf, other]
Title: From Text to Context: An Entailment Approach for News Stakeholder Classification
Authors: Alapan Kuila, Sudeshna Sarkar
Comments: Accepted in SIGIR 2024
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)

Tue, 14 May 2024 (showing first 9 of 16 entries)

[17]  arXiv:2405.07920 [pdf, other]
Title: A Systematic Investigation of Distilling Large Language Models into Cross-Encoders for Passage Re-ranking
Authors: Ferdinand Schlatt, Maik Fröbe, Harrisen Scells, Shengyao Zhuang, Bevan Koopman, Guido Zuccon, Benno Stein, Martin Potthast, Matthias Hagen
Subjects: Information Retrieval (cs.IR)
[18]  arXiv:2405.07782 [pdf, other]
Title: Is Interpretable Machine Learning Effective at Feature Selection for Neural Learning-to-Rank?
Authors: Lijun Lyu, Nirmal Roy, Harrie Oosterhuis, Avishek Anand
Comments: Published at ECIR 2024 as a long paper. 13 pages excl. reference, 20 pages incl. reference
Journal-ref: Advances in Information Retrieval - 46th European Conference on Information Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part {IV}
Subjects: Information Retrieval (cs.IR)
[19]  arXiv:2405.07767 [pdf, other]
Title: Synthetic Test Collections for Retrieval Evaluation
Authors: Hossein A. Rahmani, Nick Craswell, Emine Yilmaz, Bhaskar Mitra, Daniel Campos
Comments: SIGIR 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[20]  arXiv:2405.07580 [pdf, other]
Title: DynLLM: When Large Language Models Meet Dynamic Graph Recommendation
Authors: Ziwei Zhao, Fake Lin, Xi Zhu, Zhi Zheng, Tong Xu, Shitian Shen, Xueying Li, Zikai Yin, Enhong Chen
Comments: 11 pages, 5 figures
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[21]  arXiv:2405.07526 [pdf, other]
Title: MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels
Authors: Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
Comments: 10 pages, 6 figures, for associated dataset, see this http URL
Subjects: Information Retrieval (cs.IR)
[22]  arXiv:2405.07500 [pdf, other]
Title: PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking
Authors: Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi Nahab, Xiao Hu, Carl Yang
Journal-ref: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (Short-Paper Track), 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[23]  arXiv:2405.07314 [pdf, other]
Title: Learnable Tokenizer for LLM-based Generative Recommendation
Authors: Wenjie Wang, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
Subjects: Information Retrieval (cs.IR)
[24]  arXiv:2405.06931 [pdf, other]
Title: Identifying Key Terms in Prompts for Relevance Evaluation with GPT Models
Authors: Jaekeol Choi
Comments: 19pages, 2 figures
Journal-ref: International Journal of Natural Language Computing, April 2024, Volume 13, Number 2
Subjects: Information Retrieval (cs.IR)
[25]  arXiv:2405.06927 [pdf, ps, other]
Title: Multimodal Pretraining and Generation for Recommendation: A Tutorial
Authors: Jieming Zhu, Chuhan Wu, Rui Zhang, Zhenhua Dong
Comments: Published in WWW 2024 Tutorial. Find the tutorial materials at this https URL
Subjects: Information Retrieval (cs.IR)
[ total of 38 entries: 1-25 | 26-38 ]
[ showing 25 entries per page: fewer | more | all ]

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