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Information Retrieval

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Total of 101 entries : 1-50 51-100 101-101
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Tue, 3 Jun 2025 (showing 36 of 36 entries )

[1] arXiv:2506.01910 [pdf, other]
Title: GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation
Krishna Acharya, Aleksandr V. Petrov, Juba Ziani
Comments: Our code and model checkpoints are publicly available at:this https URL
Subjects: Information Retrieval (cs.IR)
[2] arXiv:2506.01877 [pdf, html, other]
Title: When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR
Dayoon Ko, Jinyoung Kim, Sohyeon Kim, Jinhyuk Kim, Jaehoon Lee, Seonghak Song, Minyoung Lee, Gunhee Kim
Comments: ACL 2025 Findings
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[3] arXiv:2506.01705 [pdf, html, other]
Title: SPOT-Trip: Dual-Preference Driven Out-of-Town Trip Recommendation
Yinghui Liu, Hao Miao, Guojiang Shen, Yan Zhao, Xiangjie Kong, Ivan Lee
Subjects: Information Retrieval (cs.IR)
[4] arXiv:2506.01673 [pdf, html, other]
Title: GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion
Sunkyung Lee, Minjin Choi, Eunseong Choi, Hye-young Kim, Jongwuk Lee
Comments: ACL 2025 (Main Conference)
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[5] arXiv:2506.01375 [pdf, html, other]
Title: Generative Next POI Recommendation with Semantic ID
Dongsheng Wang, Yuxi Huang, Shen Gao, Yifan Wang, Chengrui Huang, Shuo Shang
Comments: 11 pages, 4 figures, the paper has been accepted by KDD 2025
Subjects: Information Retrieval (cs.IR)
[6] arXiv:2506.01063 [pdf, html, other]
Title: AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts
Maruf Ahmed Mridul, Ian Sloyan, Aparna Gupta, Oshani Seneviratne
Comments: 8 pages, 3 figures, 2 tables
Subjects: Information Retrieval (cs.IR)
[7] arXiv:2506.00983 [pdf, html, other]
Title: Bridging the Gap: From Ad-hoc to Proactive Search in Conversations
Chuan Meng, Francesco Tonolini, Fengran Mo, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai
Comments: Accepted as a full paper at SIGIR 2025
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[8] arXiv:2506.00954 [pdf, html, other]
Title: AliBoost: Ecological Boosting Framework in Alibaba Platform
Qijie Shen, Yuanchen Bei, Zihong Huang, Jialin Zhu, Keqin Xu, Boya Du, Jiawei Tang, Yuning Jiang, Feiran Huang, Xiao Huang, Hao Chen
Comments: 12 pages, 5 figures, accepted by KDD2025
Subjects: Information Retrieval (cs.IR)
[9] arXiv:2506.00828 [pdf, html, other]
Title: Breaker: Removing Shortcut Cues with User Clustering for Single-slot Recommendation System
Chao Wang, Yue Zheng, Yujing Zhang, Yan Feng, Zhe Wang, Xiaowei Shi, An You, Yu Chen
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[10] arXiv:2506.00491 [pdf, html, other]
Title: Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering
Linhao Ye, Lang Yu, Zhikai Lei, Qin Chen, Jie Zhou, Liang He
Subjects: Information Retrieval (cs.IR)
[11] arXiv:2506.00450 [pdf, html, other]
Title: DV365: Extremely Long User History Modeling at Instagram
Wenhan Lyu, Devashish Tyagi, Yihang Yang, Ziwei Li, Ajay Somani, Karthikeyan Shanmugasundaram, Nikola Andrejevic, Ferdi Adeputra, Curtis Zeng, Arun K. Singh, Maxime Ransan, Sagar Jain
Comments: SIGKDD 2025 accepted
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[12] arXiv:2506.00441 [pdf, html, other]
Title: K-order Ranking Preference Optimization for Large Language Models
Shihao Cai, Chongming Gao, Yang Zhang, Wentao Shi, Jizhi Zhang, Keqin Bao, Qifan Wang, Fuli Feng
Subjects: Information Retrieval (cs.IR)
[13] arXiv:2506.00363 [pdf, html, other]
Title: Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval
Yubai Wei, Jiale Han, Yi Yang
Comments: Link: this https URL
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[14] arXiv:2506.00314 [pdf, html, other]
Title: FACE: A Fine-grained Reference Free Evaluator for Conversational Recommender Systems
Hideaki Joko, Faegheh Hasibi
Subjects: Information Retrieval (cs.IR)
[15] arXiv:2506.00261 [pdf, html, other]
Title: GPR: Empowering Generation with Graph-Pretrained Retriever
Xiaochen Wang, Zongyu Wu, Yuan Zhong, Xiang Zhang, Suhang Wang, Fenglong Ma
Comments: Short paper submitted to EMNLP'25
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[16] arXiv:2506.00220 [pdf, other]
Title: Curate, Connect, Inquire: A System for Findable Accessible Interoperable and Reusable (FAIR) Human-Robot Centered Datasets
Xingru Zhou, Sadanand Modak, Yao-Cheng Chan, Zhiyun Deng, Luis Sentis, Maria Esteva
Comments: 7 pages (excluding references), 8 pages (including references); 5 figures; accepted to the ICRA 2025 Workshop on Human-Centered Robot Learning in the Era of Big Data and Large Models
Subjects: Information Retrieval (cs.IR); Human-Computer Interaction (cs.HC); Robotics (cs.RO)
[17] arXiv:2506.00107 [pdf, html, other]
Title: Gated Multimodal Graph Learning for Personalized Recommendation
Sibei Liu, Yuanzhe Zhang, Xiang Li, Yunbo Liu, Chengwei Feng, Hao Yang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[18] arXiv:2506.00054 [pdf, html, other]
Title: Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers
Chaitanya Sharma
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[19] arXiv:2506.00049 [pdf, html, other]
Title: Rethinking Hybrid Retrieval: When Small Embeddings and LLM Re-ranking Beat Bigger Models
Arjun Rao, Hanieh Alipour, Nick Pendar
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[20] arXiv:2506.00048 [pdf, html, other]
Title: Graph Contrastive Learning for Optimizing Sparse Data in Recommender Systems with LightGCL
Aravinda Jatavallabha, Prabhanjan Bharadwaj, Ashish Chander
Comments: Term Paper, Machine Learning with Graphs, North Carolina State University
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[21] arXiv:2506.00041 [pdf, html, other]
Title: Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval
Seongwan Park, Taeklim Kim, Youngjoong Ko
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[22] arXiv:2506.00037 [pdf, html, other]
Title: Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models
Dipam Goswami, Liying Wang, Bartłomiej Twardowski, Joost van de Weijer
Comments: Accepted at CoLLAs 2025
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[23] arXiv:2506.01903 (cross-list from quant-ph) [pdf, html, other]
Title: Getting almost all the bits from a quantum random access code
Han-Hsuan Lin (National Tsing Hua University, Taiwan), Ronald de Wolf (QuSoft, CWI and University of Amsterdam)
Comments: 14 pages LaTeX
Subjects: Quantum Physics (quant-ph); Information Retrieval (cs.IR)
[24] arXiv:2506.01829 (cross-list from cs.CL) [pdf, html, other]
Title: CiteEval: Principle-Driven Citation Evaluation for Source Attribution
Yumo Xu, Peng Qi, Jifan Chen, Kunlun Liu, Rujun Han, Lan Liu, Bonan Min, Vittorio Castelli, Arshit Gupta, Zhiguo Wang
Comments: ACL 2025
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[25] arXiv:2506.01668 (cross-list from cs.MM) [pdf, html, other]
Title: Small Stickers, Big Meanings: A Multilingual Sticker Semantic Understanding Dataset with a Gamified Approach
Heng Er Metilda Chee, Jiayin Wang, Zhiqiang Guo, Weizhi Ma, Min Zhang
Subjects: Multimedia (cs.MM); Information Retrieval (cs.IR)
[26] arXiv:2506.01659 (cross-list from cs.NE) [pdf, html, other]
Title: Engram Memory Encoding and Retrieval: A Neurocomputational Perspective
Daniel Szelogowski
Comments: 18 pages, 7 figures, 3 tables
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG); Neurons and Cognition (q-bio.NC)
[27] arXiv:2506.01488 (cross-list from cs.CL) [pdf, html, other]
Title: Argument-Centric Causal Intervention Method for Mitigating Bias in Cross-Document Event Coreference Resolution
Long Yao, Wenzhong Yang, Yabo Yin, Fuyuan Wei, Hongzhen Lv, Jiaren Peng, Liejun Wang, Xiaoming Tao
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[28] arXiv:2506.01451 (cross-list from cs.CL) [pdf, other]
Title: Building Entity Association Mining Framework for Knowledge Discovery
Anshika Rawal, Abhijeet Kumar, Mridul Mishra
Comments: Presented at Business Analytics and Intelligence Conference, IIM Bengaluru
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[29] arXiv:2506.01361 (cross-list from cs.LG) [pdf, html, other]
Title: TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery
Muhammad Hasan Ferdous, Emam Hossain, Md Osman Gani
Comments: 11 pages, 4 figures, accepted at KDD 2025 (Datasets and Benchmarks Track)
Subjects: Machine Learning (cs.LG); Information Retrieval (cs.IR); Machine Learning (stat.ML)
[30] arXiv:2506.01308 (cross-list from cs.CL) [pdf, other]
Title: A Platform for Investigating Public Health Content with Efficient Concern Classification
Christopher Li, Rickard Stureborg, Bhuwan Dhingra, Jun Yang
Comments: 19 pages, 15 figures
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[31] arXiv:2506.00723 (cross-list from cs.LG) [pdf, html, other]
Title: Pitfalls in Evaluating Language Model Forecasters
Daniel Paleka, Shashwat Goel, Jonas Geiping, Florian Tramèr
Comments: 20 pages, 8 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[32] arXiv:2506.00622 (cross-list from cs.CL) [pdf, html, other]
Title: Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples
Haesung Pyun, Yoonah Park, Yohan Jo
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[33] arXiv:2506.00238 (cross-list from cs.CV) [pdf, other]
Title: ZeShot-VQA: Zero-Shot Visual Question Answering Framework with Answer Mapping for Natural Disaster Damage Assessment
Ehsan Karimi, Maryam Rahnemoonfar
Comments: Accepted by the 2025 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2025)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[34] arXiv:2506.00203 (cross-list from cs.CY) [pdf, html, other]
Title: The World As Large Language Models See It: Exploring the reliability of LLMs in representing geographical features
Omid Reza Abbasi, Franz Welscher, Georg Weinberger, Johannes Scholz
Comments: 9 pages, 4 figures, 2 tables
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[35] arXiv:2506.00137 (cross-list from cs.CL) [pdf, html, other]
Title: LaMP-QA: A Benchmark for Personalized Long-form Question Answering
Alireza Salemi, Hamed Zamani
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[36] arXiv:2506.00074 (cross-list from cs.CY) [pdf, html, other]
Title: Whose Name Comes Up? Auditing LLM-Based Scholar Recommendations
Daniele Barolo, Chiara Valentin, Fariba Karimi, Luis Galárraga, Gonzalo G. Méndez, Lisette Espín-Noboa
Comments: 39 pages: 10 main (incl. 9 figures), 3 references, and 26 appendix. Paper under-review
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Digital Libraries (cs.DL); Information Retrieval (cs.IR); Social and Information Networks (cs.SI); Physics and Society (physics.soc-ph)

Mon, 2 Jun 2025 (showing first 14 of 17 entries )

[37] arXiv:2505.24782 [pdf, html, other]
Title: Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Céline Hudelot, Pierre Colombo
Comments: Under Review
Subjects: Information Retrieval (cs.IR)
[38] arXiv:2505.24294 [pdf, other]
Title: A Novel Discrete Memristor-Coupled Heterogeneous Dual-Neuron Model and Its Application in Multi-Scenario Image Encryption
Yi Zou, Mengjiao Wang, Xinan Zhang, Herbert Ho-Ching Iu
Comments: IEEE INTERNET OF THINGS JOURNAL(IOTJ)
Subjects: Information Retrieval (cs.IR)
[39] arXiv:2505.24279 [pdf, html, other]
Title: On the Scaling of Robustness and Effectiveness in Dense Retrieval
Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng
Subjects: Information Retrieval (cs.IR)
[40] arXiv:2505.24172 [pdf, html, other]
Title: Heterogeneous Graph Masked Contrastive Learning for Robust Recommendation
Lei Sang, Yu Wang, Yiwen Zhang
Comments: 12 pages, 7 figures
Subjects: Information Retrieval (cs.IR)
[41] arXiv:2505.23908 [pdf, html, other]
Title: Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems
Winstead Zhu, Ann Clifton, Azin Ghazimatin, Edgar Tanaka, Ward Ronan
Comments: 9 pages, 2 figures, accepted at ACL 2025 Industry Track
Subjects: Information Retrieval (cs.IR)
[42] arXiv:2505.23841 [pdf, html, other]
Title: SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
Hairu Wang, Yuan Feng, Yukun Cao, Xike Xie, S Kevin Zhou
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[43] arXiv:2505.24754 (cross-list from cs.CL) [pdf, html, other]
Title: Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation
Yingchaojie Feng, Yiqun Sun, Yandong Sun, Minfeng Zhu, Qiang Huang, Anthony K. H. Tung, Wei Chen
Comments: Accepted to ACL 2025
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[44] arXiv:2505.24584 (cross-list from cs.LG) [pdf, html, other]
Title: AutoChemSchematic AI: A Closed-Loop, Physics-Aware Agentic Framework for Auto-Generating Chemical Process and Instrumentation Diagrams
Sakhinana Sagar Srinivas, Shivam Gupta, Venkataramana Runkana
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[45] arXiv:2505.24274 (cross-list from cs.SE) [pdf, html, other]
Title: MGS3: A Multi-Granularity Self-Supervised Code Search Framework
Rui Li, Junfeng Kang, Qi Liu, Liyang He, Zheng Zhang, Yunhao Sha, Linbo Zhu, Zhenya Huang
Subjects: Software Engineering (cs.SE); Information Retrieval (cs.IR)
[46] arXiv:2505.24251 (cross-list from cs.CL) [pdf, html, other]
Title: Proactive Guidance of Multi-Turn Conversation in Industrial Search
Xiaoyu Li, Xiao Li, Li Gao, Yiding Liu, Xiaoyang Wang, Shuaiqiang Wang, Junfeng Wang, Dawei Yin
Comments: ACL'25 (Industry)
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[47] arXiv:2505.24036 (cross-list from cs.AI) [pdf, html, other]
Title: GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs
Amel Gader, Alsayed Algergawy
Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[48] arXiv:2505.23838 (cross-list from cs.CL) [pdf, html, other]
Title: Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities
Yiming Huang, Jiyu Guo, Wenxin Mao, Cuiyun Gao, Peiyi Han, Chuanyi Liu, Qing Ling
Comments: Submitted to ACM Computing Surveys (CSUR). Currently under review
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[49] arXiv:2505.23837 (cross-list from cs.CL) [pdf, html, other]
Title: CoMaPOI: A Collaborative Multi-Agent Framework for Next POI Prediction Bridging the Gap Between Trajectory and Language
Lin Zhong, Lingzhi Wang, Xu Yang, Qing Liao
Comments: This paper has been accepted by SIGIR 2025
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[50] arXiv:2505.23832 (cross-list from cs.CL) [pdf, html, other]
Title: LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation
Chaeeun Kim, Jinu Lee, Wonseok Hwang
Comments: Under review
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
Total of 101 entries : 1-50 51-100 101-101
Showing up to 50 entries per page: fewer | more | all