Information Retrieval

Papers filed under cs.IR on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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301 to 360 of 1,623

CoPhIR: a Test Collection for Content-Based Image Retrieval
Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi +4
cs.MMcs.IRarXiv:0905.4627v22009
Reasoning over Semantic IDs Enhances Generative Recommendation
Yingzhi He, Yan Sun, Junfei Tan +6
cs.IRcs.AIarXiv:2603.23183v22026
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions
Lei Li, Yongfeng Zhang, Dugang Liu +1
cs.IRcs.AIcs.CLarXiv:2309.01157v22023
Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation
Xin Xin, Xiangnan He, Yongfeng Zhang +2
cs.IRcs.AIarXiv:1904.12796v32019
Recommender System for Online Dating Service
Lukas Brozovsky, Vaclav Petricek
cs.IRcs.SEarXiv:cs/0703042v12007
Generative Recommendation for Large-Scale Advertising
Ben Xue, Dan Liu, Lixiang Wang +27
cs.IRcs.LGarXiv:2602.22732v32026
Stop Treating Collisions Equally: Qualification-Aware Semantic ID Learning for Recommendation at Industrial Scale
Zheng Hu, Yuxin Chen, Yongsen Pan +13
cs.IRcs.LGarXiv:2603.00632v12026
Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs
Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker +2
cs.LGcs.IRstat.MLarXiv:2008.09340v12020
Trajectory-Informed Memory Generation for Self-Improving Agent Systems
Gaodan Fang, Vatche Isahagian, K. R. Jayaram +4
cs.AIcs.DBcs.IRarXiv:2603.10600v12026
LightLDA: Big Topic Models on Modest Compute Clusters
Jinhui Yuan, Fei Gao, Qirong Ho +6
stat.MLcs.DCcs.IRarXiv:1412.1576v12014
TokenMixer-Large: Scaling Up Large Ranking Models in Industrial Recommenders
Yuchen Jiang, Jie Zhu, Xintian Han +18
cs.IRarXiv:2602.06563v22026
CenterCLIP: Token Clustering for Efficient Text-Video Retrieval
Shuai Zhao, Linchao Zhu, Xiaohan Wang +1
cs.CVcs.IRarXiv:2205.00823v12022
Sustainable Hybrid Document-Routed Retrieval for Financial RAG: Resolving the Robustness-Precision Trade-off
Zhiyuan Cheng, Longying Lai, Yue Liu
cs.CLcs.AIcs.IRarXiv:2603.26815v32026
Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction
Wang-Cheng Kang, Jianmo Ni, Nikhil Mehta +4
cs.IRcs.LGarXiv:2305.06474v12023
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts
Junheng Hao, Muhao Chen, Wenchao Yu +2
cs.AIcs.DBcs.IRarXiv:2103.08115v12021
REST: Retrieval-Based Speculative Decoding
Zhenyu He, Zexuan Zhong, Tianle Cai +2
cs.CLcs.AIcs.IRarXiv:2311.08252v22023
Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss
Cheng Yan, Guansong Pang, Xiao Bai +2
cs.CVcs.IRarXiv:2009.10295v12020
A Survey of Multimodal Information Fusion for Smart Healthcare: Mapping the Journey from Data to Wisdom
Thanveer Shaik, Xiaohui Tao, Lin Li +2
cs.IRarXiv:2306.11963v52023
Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation
Yongsen Zheng, Ruilin Xu, Guohua Wang +2
cs.IRcs.AIcs.HCarXiv:2607.18609v12026
MemRec: Collaborative Memory-Augmented Agentic Recommender System
Weixin Chen, Yuhan Zhao, Jingyuan Huang +6
cs.IRcs.AIarXiv:2601.08816v32026
Graph Neural Team Recommendation: An Integrated Approach
Md Jamil Ahmed, Mahdis Saeedi, Hossein Fani
cs.SIcs.IRarXiv:2609.01631v12026
PALR: Personalization Aware LLMs for Recommendation
Fan Yang, Zheng Chen, Ziyan Jiang +3
cs.IRcs.AIcs.CLarXiv:2305.07622v32023
StructMem: Structured Memory for Long-Horizon Behavior in LLMs
Buqiang Xu, Yijun Chen, Jizhan Fang +5
cs.CLcs.AIcs.IRarXiv:2604.21748v12026
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data
Amila Silva, Ling Luo, Shanika Karunasekera +1
cs.CLcs.IRcs.LGarXiv:2102.06314v42021
Order-agnostic Identifier for Large Language Model-based Generative Recommendation
Xinyu Lin, Haihan Shi, Wenjie Wang +4
cs.IRarXiv:2502.10833v22025
openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit
Maximilian Schmitt, Björn W. Schuller
cs.CVcs.CLcs.IRarXiv:1605.06778v12016
RecBole 2.0: Towards a More Up-to-Date Recommendation Library
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan +16
cs.IRarXiv:2206.07351v22022
HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction
Yunwen Huang, Shiyong Hong, Xijun Xiao +7
cs.IRarXiv:2601.12681v22026
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society
Firoj Alam, Shaden Shaar, Fahim Dalvi +14
cs.CLcs.CYcs.IRarXiv:2005.00033v52020
Discriminative Predicate Path Mining for Fact Checking in Knowledge Graphs
Baoxu Shi, Tim Weninger
cs.DBcs.AIcs.IRarXiv:1510.05911v22015
Personalized Generation In Large Model Era: A Survey
Yiyan Xu, Jinghao Zhang, Alireza Salemi +6
cs.IRarXiv:2503.02614v22025
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications
Yingli Zhou, Wang Shu, Yaodong Su +3
cs.IRarXiv:2605.07358v32026
Chain-of-Retrieval Augmented Generation
Liang Wang, Haonan Chen, Nan Yang +3
cs.IRcs.CLarXiv:2501.14342v32025
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation
Jinming Li, Wentao Zhang, Tian Wang +3
cs.IRcs.LGarXiv:2304.03879v12023
Decoupled Side Information Fusion for Sequential Recommendation
Yueqi Xie, Peilin Zhou, Sunghun Kim
cs.IRcs.AIarXiv:2204.11046v12022
Students' Perception of Big Data Engineering in Higher Education Curricula: Expectations, Interest and Ethical Implications
Ioana-Georgiana Ciuciu, Petrescu Manuela-Andreea
cs.CYcs.IRarXiv:2609.05160v12026
The Dice Roll Method: A Standardized Protocol for Repeated-Query Auditing of Large Language Model Brand Recommendations
Dmitrij Żatuchin
cs.IRcs.CLarXiv:2609.04047v12026
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art
Ilias Azizi, Karima Echihabi, Themis Palpanas
cs.IRcs.PFarXiv:2502.05575v22025
ASTRA - Agentic System for Ticket Resolution and Analysis
Shashidhar Reddy Javaji, Mohamed Trabelsi, Jin Cao +1
cs.MAcs.AIcs.IRarXiv:2608.28790v12026
Research Commentary on Recommendations with Side Information: A Survey and Research Directions
Zhu Sun, Qing Guo, Jie Yang +4
cs.IRarXiv:1909.12807v22019
Knowledge Graph Self-Supervised Rationalization for Recommendation
Yuhao Yang, Chao Huang, Lianghao Xia +1
cs.IRcs.AIarXiv:2307.02759v12023
E-SENS: Exclusion-Sensitive Penalization for Negative-Constraint Retrieval
Yerang Kim, Jiyoon Myung, Joohyung Han
cs.IRcs.AIarXiv:2608.30130v32026
Differentiable Semantic ID for Generative Recommendation
Junchen Fu, Xuri Ge, Alexandros Karatzoglou +4
cs.IRarXiv:2601.19711v32026
Timeline: A Dynamic Hierarchical Dirichlet Process Model for Recovering Birth/Death and Evolution of Topics in Text Stream
Amr Ahmed, Eric P. Xing
cs.IRcs.LGstat.MLarXiv:1203.3463v12012
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
Tara Safavi, Danai Koutra
cs.CLcs.AIcs.IRarXiv:2009.07810v22020
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems
Fatemeh Nazary, Yashar Deldjoo, Tommaso di Noia
cs.IRarXiv:2501.11759v12025
Parametric Retrieval Augmented Generation
Weihang Su, Yichen Tang, Qingyao Ai +6
cs.CLcs.IRarXiv:2501.15915v12025
Adaptive Doubly Robust Off-Policy Evaluation for Ranking Policies under Diverse User Behavior
Kosuke Iguchi, Ren Kishimoto
cs.LGcs.IRarXiv:2608.29600v12026
The Language of the Question Selects the Market: Query Language and Exit IP as Separable Factors in Commercial Recommendations from a Generative Search Interface
Dmitrij Żatuchin
cs.IRcs.CLcs.CYarXiv:2608.30052v12026
Demand-Side Measurement for Generative Engine Optimization: Constructing and Validating a Million-Persona, Intent-Annotated Buyer Corpus
Dmitrij Żatuchin, Daniil Dzemesjuk
cs.IRcs.CLarXiv:2608.30023v12026
Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap
Weizhi Zhang, Yuanchen Bei, Liangwei Yang +15
cs.IRcs.AIarXiv:2501.01945v22025
PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest
Aditya Pal, Chantat Eksombatchai, Yitong Zhou +3
cs.LGcs.IRcs.SIarXiv:2007.03634v12020
A Survey of Multimodal Retrieval-Augmented Generation
Lang Mei, Siyu Mo, Zhihan Yang +1
cs.IRcs.AIcs.CLarXiv:2504.08748v12025
MERIT: Mitigating Exposure Bias in Generative XMC for User-Interest Propensity Modeling
Abhinav Mahajan, Arindam Sarkar, Prakash Mandayam Comar
cs.IRcs.LGarXiv:2608.28931v12026
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
Ke Yang, Zixi Chen, Xuan He +6
cs.CLcs.AIcs.IRarXiv:2603.03296v12026
That is a Known Lie: Detecting Previously Fact-Checked Claims
Shaden Shaar, Giovanni Da San Martino, Nikolay Babulkov +1
cs.CLcs.IRcs.LGarXiv:2005.06058v12020
GeoStore: Finding Small Storefronts in Large Scenes -- A Fine-Grained POI Localization Benchmark with Global-to-Local Asymmetric Matching
Lu Han, Xiting Sun, Hao Wang +4
cs.CVcs.IRarXiv:2609.02012v12026
Benchmarking Prompt Sensitivity in Large Language Models
Amirhossein Razavi, Mina Soltangheis, Negar Arabzadeh +3
cs.CLcs.AIcs.IRarXiv:2502.06065v12025
PLAID: An Efficient Engine for Late Interaction Retrieval
Keshav Santhanam, Omar Khattab, Christopher Potts +1
cs.IRcs.CLarXiv:2205.09707v12022
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings
Micael Carvalho, Rémi Cadène, David Picard +3
cs.CLcs.CVcs.IRarXiv:1804.11146v12018

Information Retrieval

CoPhIR: a Test Collection for Content-Based Image Retrieval

Reasoning over Semantic IDs Enhances Generative Recommendation

Large Language Models for Generative Recommendation: A Survey and Visionary Discussions

Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation

Recommender System for Online Dating Service

Generative Recommendation for Large-Scale Advertising

Stop Treating Collisions Equally: Qualification-Aware Semantic ID Learning for Recommendation at Industrial Scale

Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs

Trajectory-Informed Memory Generation for Self-Improving Agent Systems

LightLDA: Big Topic Models on Modest Compute Clusters

TokenMixer-Large: Scaling Up Large Ranking Models in Industrial Recommenders

CenterCLIP: Token Clustering for Efficient Text-Video Retrieval

Sustainable Hybrid Document-Routed Retrieval for Financial RAG: Resolving the Robustness-Precision Trade-off

Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction

Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts

REST: Retrieval-Based Speculative Decoding

Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss

A Survey of Multimodal Information Fusion for Smart Healthcare: Mapping the Journey from Data to Wisdom

Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation

MemRec: Collaborative Memory-Augmented Agentic Recommender System

Graph Neural Team Recommendation: An Integrated Approach

PALR: Personalization Aware LLMs for Recommendation

StructMem: Structured Memory for Long-Horizon Behavior in LLMs

Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data

Order-agnostic Identifier for Large Language Model-based Generative Recommendation

openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit

RecBole 2.0: Towards a More Up-to-Date Recommendation Library

HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction

Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society

Discriminative Predicate Path Mining for Fact Checking in Knowledge Graphs

Personalized Generation In Large Model Era: A Survey

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications

Chain-of-Retrieval Augmented Generation

GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation

Decoupled Side Information Fusion for Sequential Recommendation

Students' Perception of Big Data Engineering in Higher Education Curricula: Expectations, Interest and Ethical Implications

The Dice Roll Method: A Standardized Protocol for Repeated-Query Auditing of Large Language Model Brand Recommendations

Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art

ASTRA - Agentic System for Ticket Resolution and Analysis

Research Commentary on Recommendations with Side Information: A Survey and Research Directions

Knowledge Graph Self-Supervised Rationalization for Recommendation

E-SENS: Exclusion-Sensitive Penalization for Negative-Constraint Retrieval

Differentiable Semantic ID for Generative Recommendation

Timeline: A Dynamic Hierarchical Dirichlet Process Model for Recovering Birth/Death and Evolution of Topics in Text Stream

CoDEx: A Comprehensive Knowledge Graph Completion Benchmark

Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems

Parametric Retrieval Augmented Generation

Adaptive Doubly Robust Off-Policy Evaluation for Ranking Policies under Diverse User Behavior

The Language of the Question Selects the Market: Query Language and Exit IP as Separable Factors in Commercial Recommendations from a Generative Search Interface

Demand-Side Measurement for Generative Engine Optimization: Constructing and Validating a Million-Persona, Intent-Annotated Buyer Corpus

Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest

A Survey of Multimodal Retrieval-Augmented Generation

MERIT: Mitigating Exposure Bias in Generative XMC for User-Interest Propensity Modeling

PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents

That is a Known Lie: Detecting Previously Fact-Checked Claims

GeoStore: Finding Small Storefronts in Large Scenes -- A Fine-Grained POI Localization Benchmark with Global-to-Local Asymmetric Matching

Benchmarking Prompt Sensitivity in Large Language Models

PLAID: An Efficient Engine for Late Interaction Retrieval

Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings