Information Retrieval

Authors and titles for cs.IR in Dec 2023

[1]  arXiv:2312.00078 [pdf, other]

Title: Enhancing Cross-domain Click-Through Rate Prediction via Explicit Feature Augmentation

Authors: Xu Chen, Zida Cheng, Jiangchao Yao, Chen Ju, Weilin Huang, Jinsong Lan, Xiaoyi Zeng, Shuai Xiao

Comments: accepted by WWW 2024. arXiv admin note: substantial text overlap with arXiv:2305.03953

Subjects: Information Retrieval (cs.IR)

[2]  arXiv:2312.00372 [pdf, other]

Title: Event-driven Real-time Retrieval in Web Search

Authors: Nan Yang, Shusen Zhang, Yannan Zhang, Xiaoling Bai, Hualong Deng, Tianhua Zhou, Jin Ma

Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)

[3]  arXiv:2312.00512 [pdf, other]

Title: Attack Detection Using Item Vector Shift in Matrix Factorisation Recommenders

Authors: Sulthana Shams, Douglas Leith

Subjects: Information Retrieval (cs.IR)

[4]  arXiv:2312.00909 [pdf, other]

Title: LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models

Authors: Reza Yousefi Maragheh, Chenhao Fang, Charan Chand Irugu, Parth Parikh, Jason Cho, Jianpeng Xu, Saranyan Sukumar, Malay Patel, Evren Korpeoglu, Sushant Kumar, Kannan Achan

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[5]  arXiv:2312.01007 [pdf, other]

Title: A Hypergraph-Based Approach to Recommend Online Resources in a Library

Authors: Debashish Roy, Rajarshi Roy Chowdhury

Comments: 12 Pages, 2 figures, and 1 table

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[6]  arXiv:2312.01052 [pdf, other]

Title: SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting

Authors: Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Liang Pang, Tat-Seng Chua

Comments: pre-print, 6 figures, 7 tables

Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)

[7]  arXiv:2312.01556 [pdf, other]

Title: Searching Dense Representations with Inverted Indexes

Authors: Jimmy Lin, Tommaso Teofili

Subjects: Information Retrieval (cs.IR)

[8]  arXiv:2312.01656 [pdf, other]

Title: The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model

Authors: Yilin Ye, Qian Zhu, Shishi Xiao, Kang Zhang, Wei Zeng

Comments: Accepted by The 2024 ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) (Proc. CSCW 2024)

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC)

[9]  arXiv:2312.01760 [pdf, other]

Title: On Gradient Boosted Decision Trees and Neural Rankers: A Case-Study on Short-Video Recommendations at ShareChat

Authors: Olivier Jeunen, Hitesh Sagtani, Himanshu Doi, Rasul Karimov, Neeti Pokharna, Danish Kalim, Aleksei Ustimenko, Christopher Green, Wenzhe Shi, Rishabh Mehrotra

Comments: Appearing in the Industry Track Proceedings of the Forum for Information Retrieval Evaluation (FIRE '23)

Subjects: Information Retrieval (cs.IR)

[10]  arXiv:2312.01840 [src]

Title: An AI-based solution for the cold start and data sparsity problems in the recommendation systems

Authors: Shahriar Shakir Sumit

Comments: want to do experiment on proposed methods

Subjects: Information Retrieval (cs.IR)

[11]  arXiv:2312.01916 [pdf, other]

Title: PEACE: Prototype lEarning Augmented transferable framework for Cross-domain rEcommendation

Authors: Chunjing Gan, Bo Huang, Binbin Hu, Jian Ma, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Guannan Zhang, Wenliang Zhong

Comments: Accepted by WSDM 2024

Subjects: Information Retrieval (cs.IR)

[12]  arXiv:2312.02429 [pdf, other]

Title: PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models

Authors: Wei-Cheng Chang, Jyun-Yu Jiang, Jiong Zhang, Mutasem Al-Darabsah, Choon Hui Teo, Cho-Jui Hsieh, Hsiang-Fu Yu, S.V.N. Vishwanathan

Comments: Accept by WSDM 2024

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[13]  arXiv:2312.02443 [pdf, other]

Title: E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation

Authors: Xinhang Li, Chong Chen, Xiangyu Zhao, Yong Zhang, Chunxiao Xing

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[14]  arXiv:2312.02445 [pdf, other]

Title: LLaRA: Large Language-Recommendation Assistant

Authors: Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang, Xiangnan He

Comments: 11 pages, 5 figures

Subjects: Information Retrieval (cs.IR)

[15]  arXiv:2312.02532 [pdf, other]

Title: DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework

Authors: Keonwoo Kim, Younggun Lee

Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)

[16]  arXiv:2312.02538 [pdf, other]

Title: A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval

Authors: Xiaojie Sun, Keping Bi, Jiafeng Guo, Sihui Yang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Xueqi Cheng

Comments: Accepted by WSDM2024, update

Subjects: Information Retrieval (cs.IR)

[17]  arXiv:2312.02550 [pdf, other]

Title: An empirical study of next-basket recommendations

Authors: Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng

Comments: 6 pages, 2 figures

Subjects: Information Retrieval (cs.IR)

[18]  arXiv:2312.02724 [pdf, other]

Title: RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Authors: Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin

Subjects: Information Retrieval (cs.IR)

[19]  arXiv:2312.03167 [pdf, other]

Title: Adaptive spectral graph wavelets for collaborative filtering

Authors: Osama Alshareet, A. Ben Hamza

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[20]  arXiv:2312.03171 [pdf, other]

Title: Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review

Authors: Reem Bin-Hezam, Mark Stevenson

Comments: Accepted at EMNLP 2023 Findings

Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)

[21]  arXiv:2312.03217 [pdf, other]

Title: Rethinking E-Commerce Search

Authors: Haixun Wang, Taesik Na

Journal-ref: SIGIR Forum 57, 2, Article 24 (December 2023), 19 pages

Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)

[22]  arXiv:2312.03494 [pdf, other]

Title: Boosting legal case retrieval by query content selection with large language models

Authors: Youchao Zhou, Heyan Huang, Zhijing Wu

Comments: This work was accepted as 23-SIGIR-AP main conference paper

Subjects: Information Retrieval (cs.IR)

[23]  arXiv:2312.03785 [pdf, ps, other]

Title: Sports Recommender Systems: Overview and Research Issues

Authors: Alexander Felfernig, Manfred Wundara, Thi Ngoc Trang Tran, Viet-Man Le, Sebastian Lubos, Seda Polat-Erdeniz

Comments: Article under review in the Journal of Intelligent Information Systems (Springer JIIS)

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[24]  arXiv:2312.04071 [pdf, other]

Title: Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks

Authors: Zijie Huang, Baolin Li, Hafez Asgharzadeh, Anne Cocos, Lingyi Liu, Evan Cox, Colby Wise, Sudarshan Lamkhede

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[25]  arXiv:2312.04763 [pdf, other]

Title: CAR: Consolidation, Augmentation and Regulation for Recipe Retrieval

Authors: Fangzhou Song, Bin Zhu, Yanbin Hao, Shuo Wang, Xiangnan He

Subjects: Information Retrieval (cs.IR)