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Information Retrieval

Authors and titles for recent submissions, skipping first 48

[ total of 81 entries: 1-50 | 49-81 ]
[ showing 50 entries per page: fewer | more | all ]

Wed, 22 May 2024 (continued, showing last 2 of 15 entries)

[49]  arXiv:2405.12497 (cross-list from cs.DB) [pdf, other]
Title: RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search
Authors: Jianyang Gao, Cheng Long
Comments: The paper has been accepted by SIGMOD 2024
Subjects: Databases (cs.DB); Data Structures and Algorithms (cs.DS); Information Retrieval (cs.IR)
[50]  arXiv:2405.12480 (cross-list from cs.HC) [pdf, other]
Title: Towards Detecting and Mitigating Cognitive Bias in Spoken Conversational Search
Authors: Kaixin Ji, Sachin Pathiyan Cherumanal, Johanne R. Trippas, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina
Subjects: Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR)

Tue, 21 May 2024

[51]  arXiv:2405.12119 [pdf, other]
Title: Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation
Authors: Zhankui He, Zhouhang Xie, Harald Steck, Dawen Liang, Rahul Jha, Nathan Kallus, Julian McAuley
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[52]  arXiv:2405.11967 [pdf, ps, other]
Title: Recommender Algorithm for Supporting Self-Management of CVD Risk Factors in an Adult Population at Home
Authors: Tatiana V.Afanasieva, Pavel V. Platov, Anastasia I. Medvedeva
Comments: 26 pages, 5 figures
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[53]  arXiv:2405.11791 [pdf, other]
Title: CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation
Authors: Yanran Tang, Ruihong Qiu, Yilun Liu, Xue Li, Zi Huang
Comments: arXiv admin note: substantial text overlap with arXiv:2312.11229
Subjects: Information Retrieval (cs.IR)
[54]  arXiv:2405.11764 [pdf, other]
Title: Modeling User Fatigue for Sequential Recommendation
Authors: Nian Li, Xin Ban, Cheng Ling, Chen Gao, Lantao Hu, Peng Jiang, Kun Gai, Yong Li, Qingmin Liao
Comments: SIGIR 2024
Subjects: Information Retrieval (cs.IR)
[55]  arXiv:2405.11612 [pdf, other]
Title: Sociotechnical Implications of Generative Artificial Intelligence for Information Access
Authors: Bhaskar Mitra, Henriette Cramer, Olya Gurevich
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[56]  arXiv:2405.11531 [pdf, other]
Title: Knowledge Graph Pruning for Recommendation
Authors: Fake Lin, Xi Zhu, Ziwei Zhao, Deqiang Huang, Yu Yu, Xueying Li, Tong Xu, Enhong Chen
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[57]  arXiv:2405.11461 [pdf, other]
Title: DocReLM: Mastering Document Retrieval with Language Model
Authors: Gengchen Wei, Xinle Pang, Tianning Zhang, Yu Sun, Xun Qian, Chen Lin, Han-Sen Zhong, Wanli Ouyang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[58]  arXiv:2405.11441 [pdf, other]
Title: EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations
Authors: Chiyu Zhang, Yifei Sun, Minghao Wu, Jun Chen, Jie Lei, Muhammad Abdul-Mageed, Rong Jin, Angli Liu, Ji Zhu, Sem Park, Ning Yao, Bo Long
Comments: Under review
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[59]  arXiv:2405.11272 [pdf, other]
Title: Double Correction Framework for Denoising Recommendation
Authors: Zhuangzhuang He, Yifan Wang, Yonghui Yang, Peijie Sun, Le Wu, Haoyue Bai, Jinqi Gong, Richang Hong, Min Zhang
Comments: Accepted by KDD 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[60]  arXiv:2405.11053 [pdf, other]
Title: The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems
Authors: Guy Aridor, Duarte Goncalves, Ruoyan Kong, Daniel Kluver, Joseph Konstan
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[61]  arXiv:2405.10974 [pdf, other]
Title: Bottleneck-Minimal Indexing for Generative Document Retrieval
Authors: Xin Du, Lixin Xiu, Kumiko Tanaka-Ishii
Comments: Accepted for ICML 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[62]  arXiv:2405.12207 (cross-list from cs.LG) [pdf, other]
Title: Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search
Authors: Sebastian Bruch, Aditya Krishnan, Franco Maria Nardini
Subjects: Machine Learning (cs.LG); Information Retrieval (cs.IR)
[63]  arXiv:2405.12038 (cross-list from cs.LG) [pdf, other]
Title: Adaptive Extraction Network for Multivariate Long Sequence Time-Series Forecasting
Authors: Dandan Zhang, Yun Wang
Subjects: Machine Learning (cs.LG); Information Retrieval (cs.IR)
[64]  arXiv:2405.12035 (cross-list from cs.AI) [pdf, other]
Title: KG-RAG: Bridging the Gap Between Knowledge and Creativity
Authors: Diego Sanmartin
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[65]  arXiv:2405.11868 (cross-list from cs.LG) [pdf, other]
Title: Towards Graph Contrastive Learning: A Survey and Beyond
Authors: Wei Ju, Yifan Wang, Yifang Qin, Zhengyang Mao, Zhiping Xiao, Junyu Luo, Junwei Yang, Yiyang Gu, Dongjie Wang, Qingqing Long, Siyu Yi, Xiao Luo, Ming Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Information Retrieval (cs.IR); Social and Information Networks (cs.SI)
[66]  arXiv:2405.11724 (cross-list from cs.CL) [pdf, other]
Title: Token-wise Influential Training Data Retrieval for Large Language Models
Authors: Huawei Lin, Jikai Long, Zhaozhuo Xu, Weijie Zhao
Comments: Accepted to ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Information Retrieval (cs.IR)
[67]  arXiv:2405.11706 (cross-list from cs.AI) [pdf, other]
Title: Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!
Authors: Dean Allemang, Juan Sequeda
Comments: 16 pages
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Information Retrieval (cs.IR); Logic in Computer Science (cs.LO)
[68]  arXiv:2405.11517 (cross-list from cs.GT) [pdf, other]
Title: On the Convergence of No-Regret Dynamics in Information Retrieval Games with Proportional Ranking Functions
Authors: Omer Madmon, Idan Pipano, Itamar Reinman, Moshe Tennenholtz
Subjects: Computer Science and Game Theory (cs.GT); Information Retrieval (cs.IR)
[69]  arXiv:2405.11496 (cross-list from cs.CV) [pdf, other]
Title: DEMO: A Statistical Perspective for Efficient Image-Text Matching
Authors: Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo
Subjects: Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR)

Mon, 20 May 2024

[70]  arXiv:2405.10835 [pdf, other]
Title: A Unified Search and Recommendation Framework Based on Multi-Scenario Learning for Ranking in E-commerce
Authors: Jinhan Liu, Qiyu Chen, Junjie Xu, Junjie Li, Baoli Li, Sulong Xu
Comments: Accepted by SIGIR 2024
Subjects: Information Retrieval (cs.IR)
[71]  arXiv:2405.10700 [pdf, other]
Title: SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks
Authors: Michael Shliselberg, Ashkan Kazemi, Scott A. Hale, Shiri Dori-Hacohen
Journal-ref: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), July 14--18, 2024, Washington, DC, USA
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[72]  arXiv:2405.10681 [pdf, other]
Title: Know in AdVance: Linear-Complexity Forecasting of Ad Campaign Performance with Evolving User Interest
Authors: XiaoYu Wang, YongHui Guo, Hui Sheng, Peili Lv, Chi Zhou, Wei Huang, ShiQin Ta, Dongbo Huang, XiuJin Yang, Lan Xu, Hao Zhou, Yusheng Ji
Comments: 12 pages, 4 figures, accepted at ACM SIGKDD 2024
Subjects: Information Retrieval (cs.IR)
[73]  arXiv:2405.10596 [pdf, other]
Title: CELA: Cost-Efficient Language Model Alignment for CTR Prediction
Authors: Xingmei Wang, Weiwen Liu, Xiaolong Chen, Qi Liu, Xu Huang, Defu Lian, Xiangyang Li, Yasheng Wang, Zhenhua Dong, Ruiming Tang
Comments: 10 pages, 5 figures
Subjects: Information Retrieval (cs.IR)
[74]  arXiv:2405.10512 [pdf, other]
Title: In-context Contrastive Learning for Event Causality Identification
Authors: Chao Liang, Wei Xiang, Bang Wang
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[75]  arXiv:2405.10436 [pdf, other]
Title: Positional encoding is not the same as context: A study on positional encoding for Sequential recommendation
Authors: Alejo Lopez-Avila, Jinhua Du, Abbas Shimary, Ze Li
Comments: 19 pages, 3 figures, 12 tables
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[76]  arXiv:2405.10421 [pdf, ps, other]
Title: Pointwise Metrics for Clustering Evaluation
Authors: Stephan van Staden
Subjects: Information Retrieval (cs.IR)
[77]  arXiv:2405.10918 (cross-list from cs.CL) [pdf, other]
Title: GenToC: Leveraging Partially-Labeled Data for Product Attribute-Value Identification
Authors: D. Subhalingam, Keshav Kolluru, Mausam, Saurabh Singal
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[78]  arXiv:2405.10725 (cross-list from cs.CL) [pdf, other]
Title: INDUS: Effective and Efficient Language Models for Scientific Applications
Authors: Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin Bugbee, Mike Little, Elizabeth Fancher, Lauren Sanders, Sylvain Costes, Sergi Blanco-Cuaresma, Kelly Lockhart, Thomas Allen, Felix Grezes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter Staar, Sanaz Vahidinia, Ryan McGranaghan, Armin Mehrabian, Tsendgar Lee
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[79]  arXiv:2405.10587 (cross-list from cs.CL) [pdf, other]
Title: RDRec: Rationale Distillation for LLM-based Recommendation
Authors: Xinfeng Wang, Jin Cui, Yoshimi Suzuki, Fumiyo Fukumoto
Comments: 10 pages. Accepted to ACL 2024 Main as a short paper
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[80]  arXiv:2405.10490 (cross-list from stat.ME) [pdf, ps, other]
Title: Neural Optimization with Adaptive Heuristics for Intelligent Marketing System
Authors: Changshuai Wei, Benjamin Zelditch, Joyce Chen, Andre Assuncao Silva T Ribeiro, Jingyi Kenneth Tay, Borja Ocejo Elizondo, Keerthi Selvaraj, Aman Gupta, Licurgo Benemann De Almeida
Comments: KDD 2024
Subjects: Methodology (stat.ME); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG); Optimization and Control (math.OC)
[81]  arXiv:2405.10385 (cross-list from cs.CL) [pdf, other]
Title: AmazUtah_NLP at SemEval-2024 Task 9: A MultiChoice Question Answering System for Commonsense Defying Reasoning
Authors: Mina Ghashami, Soumya Smruti Mishra
Comments: Accepted at SemEval 2024 (Colocated with NAACL 2024)
Journal-ref: Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[ total of 81 entries: 1-50 | 49-81 ]
[ showing 50 entries per page: fewer | more | all ]

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