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.

Search paper metadata (including unsummarized papers)

1,321 to 1,380 of 1,626

KSE-Web: An Analysis of Hybrid Retrieval and LLM-Assisted Query Expansion for Low-Resource Khmer Semantic Search
Nimol Thuon
cs.CLcs.AIcs.IRarXiv:2608.21365v12026
Why This, Not That? Mining User Profiles for Pair-wise Counterfactuals
Meysam Varasteh, Veronika Bogina, Noam Koenigstein +1
cs.IRcs.AIarXiv:2608.21662v12026
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks
Massimo Quadrana, Alexandros Karatzoglou, Balázs Hidasi +1
cs.LGcs.HCcs.IRarXiv:1706.04148v52017
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
Tingyu Song, Yanzhao Zhang, Mingxin Li +6
cs.CVcs.CLcs.IRarXiv:2601.16125v12026
Segment Length Matters: A Study of Segment Lengths on Audio Fingerprinting Performance
Ziling Gong, Yunyan Ouyang, Iram Kamdar +5
cs.SDcs.AIcs.IRarXiv:2601.17690v12026
Hierarchical Exponential-Gaussian Mixtures for Watch-Time Distribution Prediction
Sofia Gulevskaia, Mikhail Trapeznikov, Aleksandr Poslavsky +1
cs.IRcs.LGstat.MLarXiv:2608.23356v12026
WARP: Wasserstein-Aligned RAG for Population Opinions
Aman Singh Thakur, Aditya Agrawal, Alwarappan Nakkiran +1
cs.IRcs.CLarXiv:2608.22859v12026
Clustering and Community Detection in Directed Networks: A Survey
Fragkiskos D. Malliaros, Michalis Vazirgiannis
cs.SIcs.IRphysics.bio-pharXiv:1308.0971v12013
SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise
Yuejie Li, Ke Yang, Yueying Hua +4
cs.IRcs.AIarXiv:2602.12783v32026
Query as Anchor: Scenario-Adaptive User Representation via Large Language Model
Jiahao Yuan, Yike Xu, Jinyong Wen +9
cs.CLcs.IRarXiv:2602.14492v22026
RankEvolve: Automating the Discovery of Retrieval Algorithms via LLM-Driven Evolution
Jinming Nian, Fangchen Li, Dae Hoon Park +1
cs.IRcs.AIarXiv:2602.16932v12026
NanoKnow: How to Know What Your Language Model Knows
Lingwei Gu, Nour Jedidi, Jimmy Lin
cs.CLcs.AIcs.IRarXiv:2602.20122v22026
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features
Matteo Pagliardini, Prakhar Gupta, Martin Jaggi
cs.CLcs.AIcs.IRarXiv:1703.02507v32017
Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction
Yao Zhang, Zhuchenyang Liu, Yanlan He +2
cs.CVcs.IRarXiv:2603.09930v22026
GRAFT: Graph-Distilled Generative Retrieval for Facet-Aware Scientific Literature Exploration
Italo Luis da Silva, Hanqi Yan, Yujing Wang +3
cs.IRcs.CLarXiv:2608.22381v12026
Test-Time Strategies for More Efficient and Accurate Agentic RAG
Brian Zhang, Deepti Guntur, Zhiyang Zuo +7
cs.IRcs.AIarXiv:2603.12396v12026
Training-Free Pseudo-Fusion for Composed Image Retrieval with Diffusion Models and Multimodal Large Language Models
Fan Xu, Luis A. Leiva
cs.CVcs.IRarXiv:2608.23102v12026
Can Fairness Be Prompted? Prompt-Based Debiasing Strategies in High-Stakes Recommendations
Mihaela Rotar, Theresia Veronika Rampisela, Maria Maistro
cs.IRarXiv:2603.12935v12026
Leaders in Social Networks, the Delicious Case
Linyuan Lu, Yi-Cheng Zhang, Chi Ho Yeung +1
physics.soc-phcs.IRcs.SIarXiv:1103.5231v12011
Disentangled Graph Collaborative Filtering
Xiang Wang, Hongye Jin, An Zhang +3
cs.IRcs.LGarXiv:2007.01764v12020
AgriIR: A Scalable Framework for Domain-Specific Knowledge Retrieval
Shuvam Banerji Seal, Aheli Poddar, Alok Mishra +1
cs.IRcs.AIarXiv:2604.16353v12026
Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews
Shreyansh Padarha, Ryan Othniel Kearns, Tristan Naidoo +13
cs.IRcs.AIcs.DLarXiv:2603.22327v22026
The Emergence of Relevance Through Axiomatic Attention Patterns During LoRA Fine-Tuning
Matthew Perlman, Atharva Nijasure, James Allan
cs.CLcs.AIcs.IRarXiv:2608.23338v12026
Mining Educational Data to Analyze Students' Performance
Brijesh Kumar Baradwaj, Saurabh Pal
cs.IRarXiv:1201.3417v12012
ExecRubrics: Executable Tool-Augmented Rubrics for Verifiable and Efficient Long-Form Evaluation
Kaustubh D. Dhole, Charles L. A. Clarke, Eugene Y. Agichtein
cs.AIcs.CLcs.IRarXiv:2608.22559v12026
WeMM-Embedding: WeChat Multi-Modal Embedding Technical Report
Junjie Zhou, Ke Mei, Lei Li +3
cs.CVcs.CLcs.IRarXiv:2608.24053v12026
Summaries:한국어
PhotoBench: Beyond Visual Matching Towards Personalized Intent-Driven Photo Retrieval
Tianyi Xu, Rong Shan, Junjie Wu +11
cs.IRcs.AIcs.CVarXiv:2603.01493v22026
Multiple Instance Learning: A Survey of Problem Characteristics and Applications
Marc-André Carbonneau, Veronika Cheplygina, Eric Granger +1
cs.CVcs.AIcs.IRarXiv:1612.03365v12016
VERDICT: Agreement Beats Pixel-Space Verification in Real-Document OCSR
Yani Guan, Dengpan Dong, Shuang Luo +6
cs.CVcs.IRcs.LGarXiv:2608.22183v12026
NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M Text-Only Encoder for Visual Document Retrieval
Zhuchenyang Liu, Yao Zhang, Yu Xiao
cs.IRcs.CVcs.LGarXiv:2603.12824v22026
XR: Cross-Modal Agents for Composed Image Retrieval
Zhongyu Yang, Wei Pang, Yingfang Yuan
cs.IRarXiv:2601.14245v22026
Deep Cross-Modal Hashing
Qing-Yuan Jiang, Wu-Jun Li
cs.IRarXiv:1602.02255v22016
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
Yingqi Qu, Yuchen Ding, Jing Liu +6
cs.CLcs.IRarXiv:2010.08191v22020
WideSeek: Advancing Wide Research via Multi-Agent Scaling
Ziyang Huang, Haolin Ren, Xiaowei Yuan +6
cs.CLcs.AIcs.IRarXiv:2602.02636v12026
TSWAP: A Multilingual Retrieval-Augmented Thai Wellness Advisor
Pornthep Ukosaramig, Kobkrit Viriyayudhakorn
cs.CLcs.IRarXiv:2608.22917v12026
Pretrained Transformers for Text Ranking: BERT and Beyond
Jimmy Lin, Rodrigo Nogueira, Andrew Yates
cs.IRcs.CLarXiv:2010.06467v32020
Adaptive Item-based Collaborative Structures via Noise Rescheduling in Diffusion for Generative Recommendation
Jiaqi Wang, Tianying Liu, Heng Chang +3
cs.IRcs.AIarXiv:2608.23400v12026
From Data to Behavior: Predicting Unintended Model Behaviors Before Training
Mengru Wang, Zhenqian Xu, Junfeng Fang +4
cs.LGcs.AIcs.CLarXiv:2602.04735v12026
The Compaction Cliff in Long-Running AI Agent Memory
Saber Zerhoudi, Jelena Mitrovic, Michael Granitzer
cs.AIcs.IRarXiv:2608.22752v12026
Reasoning-Augmented Representations for Multimodal Retrieval
Jianrui Zhang, Anirudh Sundara Rajan, Brandon Han +3
cs.IRcs.AIcs.CVarXiv:2602.07125v12026
C-Pack: Packed Resources For General Chinese Embeddings
Shitao Xiao, Zheng Liu, Peitian Zhang +3
cs.CLcs.AIcs.IRarXiv:2309.07597v52023
Robustness of IR Models to Collection Growth
Emmanouil Georgios Lionis, Debasis Ganguly, Sean MacAvaney
cs.IRcs.CLarXiv:2608.23419v12026
Inferring Networks of Substitutable and Complementary Products
Julian McAuley, Rahul Pandey, Jure Leskovec
cs.SIcs.IRarXiv:1506.08839v12015
ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential Recommendation
Kun Yang, Yuxuan Zhu, Yazhe Chen +7
cs.IRarXiv:2602.20093v12026
DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval
Maojun Sun, Yue Wu, Yifei Xie +5
cs.IRcs.AIcs.CLarXiv:2603.04743v12026
Aligning Biomedical Texts and Knowledge Graphs: A Systematic Comparison of Lightweight Alignment Strategies
Artem Bisliouk, Elizaveta Nosova, Heiko Paulheim +2
cs.CLcs.IRarXiv:2608.23214v12026
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
Keshav Santhanam, Omar Khattab, Jon Saad-Falcon +2
cs.IRcs.CLarXiv:2112.01488v32021
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation
Keqin Bao, Jizhi Zhang, Yang Zhang +3
cs.IRarXiv:2305.00447v32023
Enrich-Retrieve-Rank: Scaling Capability Discovery Beyond In-Context Routing
Nazib Sorathiya, Daniel Zhang, Bardiya Akhbari
cs.CLcs.AIcs.IRarXiv:2608.22695v12026
Modeling Online Reviews with Multi-grain Topic Models
Ivan Titov, Ryan McDonald
cs.IRcs.DBarXiv:0801.1063v12008
SAGE: Benchmarking and Improving Retrieval for Deep Research Agents
Tiansheng Hu, Yilun Zhao, Canyu Zhang +2
cs.IRcs.CLarXiv:2602.05975v22026
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau +4
cs.CLcs.IRcs.LGarXiv:1911.00359v22019
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
Shuofei Qiao, Yunxiang Wei, Xuehai Wang +10
cs.CLcs.AIcs.IRarXiv:2602.14367v22026
KILT: a Benchmark for Knowledge Intensive Language Tasks
Fabio Petroni, Aleksandra Piktus, Angela Fan +10
cs.CLcs.AIcs.IRarXiv:2009.02252v42020
Document Ranking with a Pretrained Sequence-to-Sequence Model
Rodrigo Nogueira, Zhiying Jiang, Jimmy Lin
cs.IRcs.LGarXiv:2003.06713v12020
HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation
Lei Xin, Yuhao Zheng, Ke Cheng +3
cs.IRcs.AIarXiv:2602.18283v12026
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
Ziwen Xu, Chenyan Wu, Hengyu Sun +9
cs.CLcs.AIcs.CVarXiv:2602.02343v32026
RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment
Yuecheng Li, Hengwei Ju, Zeyu Song +4
cs.IRcs.AIarXiv:2602.00682v22026
GISA: A Benchmark for General Information-Seeking Assistant
Yutao Zhu, Xingshuo Zhang, Maosen Zhang +9
cs.CLcs.AIcs.IRarXiv:2602.08543v22026
Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
Sein Kim, Sangwu Park, Hongseok Kang +6
cs.IRcs.AIarXiv:2602.12612v22026

Information Retrieval

KSE-Web: An Analysis of Hybrid Retrieval and LLM-Assisted Query Expansion for Low-Resource Khmer Semantic Search

Why This, Not That? Mining User Profiles for Pair-wise Counterfactuals

Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks

Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing

Segment Length Matters: A Study of Segment Lengths on Audio Fingerprinting Performance

Hierarchical Exponential-Gaussian Mixtures for Watch-Time Distribution Prediction

WARP: Wasserstein-Aligned RAG for Population Opinions

Clustering and Community Detection in Directed Networks: A Survey

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Query as Anchor: Scenario-Adaptive User Representation via Large Language Model

RankEvolve: Automating the Discovery of Retrieval Algorithms via LLM-Driven Evolution

NanoKnow: How to Know What Your Language Model Knows

Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features

Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction

GRAFT: Graph-Distilled Generative Retrieval for Facet-Aware Scientific Literature Exploration

Test-Time Strategies for More Efficient and Accurate Agentic RAG

Training-Free Pseudo-Fusion for Composed Image Retrieval with Diffusion Models and Multimodal Large Language Models

Can Fairness Be Prompted? Prompt-Based Debiasing Strategies in High-Stakes Recommendations

Leaders in Social Networks, the Delicious Case

Disentangled Graph Collaborative Filtering

AgriIR: A Scalable Framework for Domain-Specific Knowledge Retrieval

Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews

The Emergence of Relevance Through Axiomatic Attention Patterns During LoRA Fine-Tuning

Mining Educational Data to Analyze Students' Performance

ExecRubrics: Executable Tool-Augmented Rubrics for Verifiable and Efficient Long-Form Evaluation

WeMM-Embedding: WeChat Multi-Modal Embedding Technical Report

PhotoBench: Beyond Visual Matching Towards Personalized Intent-Driven Photo Retrieval

Multiple Instance Learning: A Survey of Problem Characteristics and Applications

VERDICT: Agreement Beats Pixel-Space Verification in Real-Document OCSR

NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M Text-Only Encoder for Visual Document Retrieval

XR: Cross-Modal Agents for Composed Image Retrieval

Deep Cross-Modal Hashing

RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering

WideSeek: Advancing Wide Research via Multi-Agent Scaling

TSWAP: A Multilingual Retrieval-Augmented Thai Wellness Advisor

Pretrained Transformers for Text Ranking: BERT and Beyond

Adaptive Item-based Collaborative Structures via Noise Rescheduling in Diffusion for Generative Recommendation

From Data to Behavior: Predicting Unintended Model Behaviors Before Training

The Compaction Cliff in Long-Running AI Agent Memory

Reasoning-Augmented Representations for Multimodal Retrieval

C-Pack: Packed Resources For General Chinese Embeddings

Robustness of IR Models to Collection Growth

Inferring Networks of Substitutable and Complementary Products

ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential Recommendation

DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval

Aligning Biomedical Texts and Knowledge Graphs: A Systematic Comparison of Lightweight Alignment Strategies

ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

Enrich-Retrieve-Rank: Scaling Capability Discovery Beyond In-Context Routing

Modeling Online Reviews with Multi-grain Topic Models

SAGE: Benchmarking and Improving Retrieval for Deep Research Agents

CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

KILT: a Benchmark for Knowledge Intensive Language Tasks

Document Ranking with a Pretrained Sequence-to-Sequence Model

HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation

Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics

RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment

GISA: A Benchmark for General Information-Seeking Assistant

Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback