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Information Retrieval

Authors and titles for recent submissions

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Total of 97 entries : 1-25 26-50 51-75 76-97
Showing up to 25 entries per page: fewer | more | all

Fri, 21 Jun 2024 (showing 21 of 21 entries )

[1] arXiv:2406.14333 [pdf, html, other]
Title: LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation
Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua
Subjects: Information Retrieval (cs.IR); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[2] arXiv:2406.14169 [pdf, html, other]
Title: Optimizing Novelty of Top-k Recommendations using Large Language Models and Reinforcement Learning
Amit Sharma, Hua Li, Xue Li, Jian Jiao
Comments: Accepted at KDD 2024
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[3] arXiv:2406.14162 [pdf, html, other]
Title: DIRAS: Efficient LLM-Assisted Annotation of Document Relevance in Retrieval Augmented Generation
Jingwei Ni, Tobias Schimanski, Meihong Lin, Mrinmaya Sachan, Elliott Ash, Markus Leippold
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[4] arXiv:2406.14117 [pdf, html, other]
Title: An Investigation of Prompt Variations for Zero-shot LLM-based Rankers
Shuoqi Sun, Shengyao Zhuang, Shuai Wang, Guido Zuccon
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[5] arXiv:2406.14043 [pdf, html, other]
Title: Taxonomy-Guided Zero-Shot Recommendations with LLMs
Yueqing Liang, Liangwei Yang, Chen Wang, Xiongxiao Xu, Philip S. Yu, Kai Shu
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[6] arXiv:2406.14017 [pdf, html, other]
Title: EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration
Ye Wang, Jiahao Xun, Mingjie Hong, Jieming Zhu, Tao Jin, Wang Lin, Haoyuan Li, Linjun Li, Yan Xia, Zhou Zhao, Zhenhua Dong
Comments: Accepted by KDD 2024. Source code available at this https URL
Subjects: Information Retrieval (cs.IR)
[7] arXiv:2406.14004 [pdf, html, other]
Title: Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce
Yuan Wang, Zhiyu Li, Changshuo Zhang, Sirui Chen, Xiao Zhang, Jun Xu, Quan Lin
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[8] arXiv:2406.13996 [pdf, html, other]
Title: Unifying Graph Convolution and Contrastive Learning in Collaborative Filtering
Yihong Wu, Le Zhang, Fengran Mo, Tianyu Zhu, Weizhi Ma, Jian-Yun Nie
Subjects: Information Retrieval (cs.IR)
[9] arXiv:2406.13941 [pdf, html, other]
Title: UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture
Sitian Chen, Haobin Tan, Amelie Chi Zhou, Yusen Li, Pavan Balaji
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[10] arXiv:2406.13322 [pdf, html, other]
Title: CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke
Subjects: Information Retrieval (cs.IR)
[11] arXiv:2406.13235 [pdf, html, other]
Title: Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning
Zhong Guan, Likang Wu, Hongke Zhao, Ming He, Jianpin Fan
Comments: 10pages
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[12] arXiv:2406.14325 (cross-list from cs.SE) [pdf, html, other]
Title: Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers
Harald Semmelrock, Tony Ross-Hellauer, Simone Kopeinik, Dieter Theiler, Armin Haberl, Stefan Thalmann, Dominik Kowald
Comments: Pre-print of submission planned to the AI Magazine
Subjects: Software Engineering (cs.SE); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[13] arXiv:2406.13809 (cross-list from cs.MM) [pdf, other]
Title: Towards Holistic Language-video Representation: the language model-enhanced MSR-Video to Text Dataset
Yuchen Yang, Yingxuan Duan
Subjects: Multimedia (cs.MM); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR)
[14] arXiv:2406.13715 (cross-list from cs.AI) [pdf, html, other]
Title: Converging Dimensions: Information Extraction and Summarization through Multisource, Multimodal, and Multilingual Fusion
Pranav Janjani, Mayank Palan, Sarvesh Shirude, Ninad Shegokar, Sunny Kumar, Faruk Kazi
Comments: 11 pages, 3 figures
Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[15] arXiv:2406.13553 (cross-list from cs.CL) [pdf, html, other]
Title: Mining United Nations General Assembly Debates
Mateusz Grzyb, Mateusz Krzyziński, Bartłomiej Sobieski, Mikołaj Spytek, Bartosz Pieliński, Daniel Dan, Anna Wróblewska
Comments: 4 pages, 1 figure, 2 tables
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[16] arXiv:2406.13249 (cross-list from cs.CL) [pdf, html, other]
Title: R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation
Fuda Ye, Shuangyin Li, Yongqi Zhang, Lei Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[17] arXiv:2406.13232 (cross-list from cs.CL) [pdf, other]
Title: Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models
Akchay Srivastava, Atif Memon
Comments: 22 pages, 13 tables, 7 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[18] arXiv:2406.13225 (cross-list from cs.LG) [pdf, html, other]
Title: Communication-Efficient Federated Knowledge Graph Embedding with Entity-Wise Top-K Sparsification
Xiaoxiong Zhang, Zhiwei Zeng, Xin Zhou, Dusit Niyato, Zhiqi Shen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[19] arXiv:2406.13121 (cross-list from cs.CL) [pdf, html, other]
Title: Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu
Comments: 29 pages. Dataset available at this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[20] arXiv:2406.13106 (cross-list from cs.AI) [pdf, html, other]
Title: Accelerating Complex Disease Treatment through Network Medicine and GenAI: A Case Study on Drug Repurposing for Breast Cancer
Ahmed Abdeen Hamed, Tamer E. Fandy, Xindong Wu
Comments: 9 pages double columns, 5 figures, 3 algorithms, 3 tables, and 1 listing, Submitted to IEEE MedAI'24 Conference, to be held November 15-17, Chongqing, China
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[21] arXiv:2406.12925 (cross-list from cs.LG) [pdf, html, other]
Title: GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks
Ihor Stepanov, Mykhailo Shtopko
Comments: 11 pages, 1 figure, 6 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)

Wed, 19 Jun 2024 (showing first 4 of 18 entries )

[22] arXiv:2406.12634 [pdf, html, other]
Title: News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation
Andreea Iana, Fabian David Schmidt, Goran Glavaš, Heiko Paulheim
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[23] arXiv:2406.12593 [pdf, html, other]
Title: PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval
Tuan-Luc Huynh, Thuy-Trang Vu, Weiqing Wang, Yinwei Wei, Trung Le, Dragan Gasevic, Yuan-Fang Li, Thanh-Toan Do
Comments: 21 pages
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[24] arXiv:2406.12580 [pdf, html, other]
Title: Behavior-Dependent Linear Recurrent Units for Efficient Sequential Recommendation
Chengkai Liu, Jianghao Lin, Hanzhou Liu, Jianling Wang, James Caverlee
Subjects: Information Retrieval (cs.IR)
[25] arXiv:2406.12535 [pdf, html, other]
Title: Predicting Award Winning Research Papers at Publication Time
Riccardo Vella, Andrea Vitaletti, Fabrizio Silvestri
Subjects: Information Retrieval (cs.IR)
Total of 97 entries : 1-25 26-50 51-75 76-97
Showing up to 25 entries per page: fewer | more | all