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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2,041 to 2,100 of 2,786

Finding the Right Balance: Relevance and Diversity in LLM Retrieval
Guillaume Brouillette, Faustin Kagabo, Usef Faghihi +1
cs.IRcs.CLarXiv:2610.09412v12026
Maximum Inner-Product Search using Tree Data-structures
Parikshit Ram, Alexander G. Gray
cs.CGcs.DScs.IRarXiv:1202.6101v12012
Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation
Wongyu Kim, Hochang Lee, Sanghak Lee +2
cs.CLcs.AIcs.IRarXiv:2511.02358v12025
Trove: A Flexible Toolkit for Dense Retrieval
Reza Esfandiarpoor, Max Zuo, Stephen H. Bach
cs.IRcs.AIarXiv:2511.01857v12025
MOTIF: Motivation-guided Topology Inference for Cold-start Multimodal Recommendation
Yurui Shi, Yuchen Miao, Ximing Hu +2
cs.IRarXiv:2608.25381v12026
Clarify-Then-Search: A Clarification Benchmark for Deep Search with End-to-End Nugget Restoration
Deqiang Huang, Jingbo Zhou, Xinjiang Lu +3
cs.IRcs.AIarXiv:2608.20357v12026
The Quest for Reliable Metrics of Responsible AI
Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo +1
cs.CYcs.AIcs.IRarXiv:2510.26007v12025
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
Devendra Singh Sachan, Siva Reddy, William Hamilton +2
cs.CLcs.AIcs.IRarXiv:2106.05346v22021
MemRec: Collaborative Memory-Augmented Agentic Recommender System
Weixin Chen, Yuhan Zhao, Jingyuan Huang +6
cs.IRcs.AIarXiv:2601.08816v32026
Financial Evidence Crowding: Diagnosing and Mitigating Constraint-Induced Displacement in Retrieval-Augmented Generation
Yixi Zhou, Jiayi Yin, Fan Zhang +2
cs.IRarXiv:2609.35782v12026
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
Qiaoyu Tang, Jiawei Chen, Zhuoqun Li +10
cs.IRcs.AIcs.CLarXiv:2403.00801v22024
Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
Sein Kim, Sangwu Park, Hongseok Kang +6
cs.IRcs.AIarXiv:2602.12612v22026
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos
Zhu Zhang, Zhijie Lin, Zhou Zhao +1
cs.IRcs.CVcs.MMarXiv:1906.02497v22019
Detecting Cyberbullying and Cyberaggression in Social Media
Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn +4
cs.SIcs.CYcs.IRarXiv:1907.08873v12019
Quantize by Drift: Label-Free Mixed-Precision Post-Training Quantization for Text Embedders
Hyojung Han, Jongmin Kim, Seung-Hun Jeon
cs.IRcs.CLcs.LGarXiv:2610.09227v12026
Evaluation of Phonetic Encoding Algorithms on Transcription Datasets
Can Özbey, Emre Kaplan, Berkin Deniz Kahya
cs.CLcs.IRarXiv:2609.04391v12026
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
Chenghao Zhang, Guanting Dong, Xinyu Yang +1
cs.CLcs.AIcs.IRarXiv:2510.17354v12025
ExpertLens: Visualizing Embedding Spaces for Post-Hoc Explainability in MoE Enhanced Retrievers
Effrosyni Sokli, Isaac Roberts, Alexander Schulz +2
cs.IRcs.AIarXiv:2609.06155v12026
SetMIR: Multi-Interest Retrieval as Set Prediction
Xiaodong Liu, Congfei Zhang, Hsiang-wei Chao +13
cs.IRarXiv:2608.30251v12026
Agent Learning via Early Experience
Kai Zhang, Xiangchao Chen, Bo Liu +27
cs.AIcs.CLcs.IRarXiv:2510.08558v32025
Jointly embedding the local and global relations of heterogeneous graph for rumor detection
Chunyuan Yuan, Qianwen Ma, Wei Zhou +2
cs.CLcs.IRcs.SIarXiv:1909.04465v22019
VideoAgent: Long-form Video Understanding with Large Language Model as Agent
Xiaohan Wang, Yuhui Zhang, Orr Zohar +1
cs.CVcs.AIcs.CLarXiv:2403.10517v12024
LiteRAG: Cost-Efficient Graph-Based Retrieval-Augmented Generation
Daniel Alejandro Coll Tejeda, Pedro García López, Daniel Barcelona-Pons
cs.IRcs.AIcs.CLarXiv:2609.10239v12026
Ranking users, papers and authors in online scientific communities
Hao Liao, Rui Xiao, Giulio Cimini +1
cs.SIcs.DLcs.IRarXiv:1311.3064v22013
Fast and accurate sentiment classification using an enhanced Naive Bayes model
Vivek Narayanan, Ishan Arora, Arjun Bhatia
cs.CLcs.IRcs.LGarXiv:1305.6143v22013
ReGround: Grounding Reviewer Comments in Multimodal Evidence
Serwar Basch, Lizhen Qu, Iryna Gurevych
cs.CLcs.IRarXiv:2609.11460v12026
VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation
Hanxun Huang, Yutao Wu, Qizhou Wang +9
cs.LGcs.AIcs.CLarXiv:2609.35028v12026
Syn-Omni: Structured Specialization and Progressive Collaboration for Omnimodal Embeddings
Youngtaek Oh, Qiyu Wu, Hiromi Wakaki +2
cs.CVcs.AIcs.IRarXiv:2610.12256v12026
TheoremGraph: Bridging Formal and Informal Mathematics
Simon Kurgan, Evan Wang, Eric Leonen +6
cs.IRcs.AImath.HOarXiv:2606.25363v12026
Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses
Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou +2
cs.IRcs.AIcs.CLarXiv:2410.22349v12024
CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets
Berke Arda, Ahmetcan Yavuz, Paul Gerry +7
cs.CLcs.AIcs.DLarXiv:2610.07132v12026
FinRCA-Bench: Benchmarking Evidence Retrieval and Reasoning for Financial AI Systems
Pratik Ghawate
cs.AIcs.IRarXiv:2608.18534v12026
A Systematic Study of Semantic ID Spaces for Generative Information Retrieval
Alexia Allal, Hicham Randrianarivo, Sylvain Lamprier
cs.IRcs.CLarXiv:2610.08732v12026
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers
Jushaan Singh Kalra, Xinran Zhao, To Eun Kim +3
cs.IRcs.AIcs.CLarXiv:2506.15862v12025
Reinforcement Learning with Verifiable Rewards for Small Search Agents
Gaurisankar Jayadas, Aske Plaat, Álvaro Serra-Gómez +1
cs.AIcs.IRarXiv:2609.28765v12026
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate
Xiao Ma, Liqin Zhao, Guan Huang +4
stat.MLcs.IRcs.LGarXiv:1804.07931v22018
Just-In-Time Agent Memory with Runtime Agentic Research
Bingyu Yan, Chaofan Li, Hongjin Qian +3
cs.CLcs.AIcs.IRarXiv:2609.34385v12026
Federated Neural Collaborative Filtering
Vasileios Perifanis, Pavlos S. Efraimidis
cs.IRcs.CRcs.LGarXiv:2106.04405v22021
SWRouter: Similarity-Contractive Window Routing for Multi-Turn Large Language Model Conversations
Yu Wang, Yuchen Li, Rui Kong +11
cs.CLcs.AIcs.IRarXiv:2609.11414v12026
Word Network Topic Model: A Simple but General Solution for Short and Imbalanced Texts
Yuan Zuo, Jichang Zhao, Ke Xu
cs.CLcs.IRarXiv:1412.5404v12014
Graph Foundation Models for Recommendation: A Comprehensive Survey
Bin Wu, Yihang Wang, Yuanhao Zeng +7
cs.IRcs.AIcs.LGarXiv:2502.08346v42025
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews
Grégoire Mesnil, Tomas Mikolov, Marc'Aurelio Ranzato +1
cs.CLcs.IRcs.LGarXiv:1412.5335v72014
UNREAL: Unifying Retrieval and Long-Context with a Single Model
Edan Kinderman, Elad Hoffer, Yochai Blau +4
cs.CLcs.IRcs.LGarXiv:2610.08463v12026
A Critical Study on Data Leakage in Recommender System Offline Evaluation
Yitong Ji, Aixin Sun, Jie Zhang +1
cs.IRarXiv:2010.11060v42020
Understanding tables with intermediate pre-training
Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller
cs.CLcs.AIcs.IRarXiv:2010.00571v22020
MERGE: Multi-LLM Ensemble for Retrieval via Generative Enrichment
Tzu-I Ho, Yung-Yu Shih, Shang-Yu Su +2
cs.IRcs.CLarXiv:2609.37574v22026
Contrastive Learning for Cold-Start Recommendation
Yinwei Wei, Xiang Wang, Qi Li +4
cs.IRcs.MMarXiv:2107.05315v32021
rEDMRec: Distilling Large Language Model Reasoning into an Editable Experience Memory for Recommendation
Minh Hoang Nguyen, Tung Le, Huy Tien Nguyen
cs.IRcs.AIcs.CLarXiv:2608.18952v12026
RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature
Maayan Sharon, Tom Hope
cs.CLcs.IRarXiv:2608.27394v12026
Graph Neural Networks for Link Prediction with Subgraph Sketching
Benjamin Paul Chamberlain, Sergey Shirobokov, Emanuele Rossi +5
cs.LGcs.IRarXiv:2209.15486v32022
A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever
Sietse Schelpe
cs.CLcs.AIcs.IRarXiv:2607.23806v12026
VideoRAG: Retrieval-Augmented Generation over Video Corpus
Soyeong Jeong, Kangsan Kim, Jinheon Baek +1
cs.CVcs.AIcs.CLarXiv:2501.05874v32025
The Power of Noise: Redefining Retrieval for RAG Systems
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano +5
cs.IRcs.CLarXiv:2401.14887v42024
Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
Dor Arviv, Yehonatan Elisha, Oren Barkan +1
cs.IRcs.AIcs.LGarXiv:2511.18024v12025
DEPT: Document Embedding Preservation Tuning for Unified Query Expansion and Retrieval
Jingyuan Wang, Richong Zhang, Zhijie Nie +2
cs.IRcs.AIarXiv:2608.17632v12026
Evaluating Large Language Models for Cross-Lingual Retrieval
Longfei Zuo, Pingjun Hong, Oliver Kraus +2
cs.CLcs.IRarXiv:2509.14749v12025
Conversational Recommender System
Yueming Sun, Yi Zhang
cs.IRarXiv:1806.03277v12018
From Phase Transition to Systemic Failure: A Decoupled Analytics Framework for GNN Robustness
Shuai Yan, Dan Peng, Jie Li +1
cs.LGcs.AIcs.IRarXiv:2609.31656v12026
BoundaryMORPH: Budgeted Reranking via Active Set Selection for Diffuse Retrieval
Eylon Caplan, Shamik Roy, Shib Sankar Dasgupta +2
cs.IRarXiv:2609.27213v12026
DGRec: Graph Neural Network for Recommendation with Diversified Embedding Generation
Liangwei Yang, Shengjie Wang, Yunzhe Tao +4
cs.IRarXiv:2211.10486v22022

Information Retrieval

Finding the Right Balance: Relevance and Diversity in LLM Retrieval

Maximum Inner-Product Search using Tree Data-structures

Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation

Trove: A Flexible Toolkit for Dense Retrieval

MOTIF: Motivation-guided Topology Inference for Cold-start Multimodal Recommendation

Clarify-Then-Search: A Clarification Benchmark for Deep Search with End-to-End Nugget Restoration

The Quest for Reliable Metrics of Responsible AI

End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering

MemRec: Collaborative Memory-Augmented Agentic Recommender System

Financial Evidence Crowding: Diagnosing and Mitigating Constraint-Induced Displacement in Retrieval-Augmented Generation

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model

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

Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos

Detecting Cyberbullying and Cyberaggression in Social Media

Quantize by Drift: Label-Free Mixed-Precision Post-Training Quantization for Text Embedders

Evaluation of Phonetic Encoding Algorithms on Transcription Datasets

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation

ExpertLens: Visualizing Embedding Spaces for Post-Hoc Explainability in MoE Enhanced Retrievers

SetMIR: Multi-Interest Retrieval as Set Prediction

Agent Learning via Early Experience

Jointly embedding the local and global relations of heterogeneous graph for rumor detection

VideoAgent: Long-form Video Understanding with Large Language Model as Agent

LiteRAG: Cost-Efficient Graph-Based Retrieval-Augmented Generation

Ranking users, papers and authors in online scientific communities

Fast and accurate sentiment classification using an enhanced Naive Bayes model

ReGround: Grounding Reviewer Comments in Multimodal Evidence

VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation

Syn-Omni: Structured Specialization and Progressive Collaboration for Omnimodal Embeddings

TheoremGraph: Bridging Formal and Informal Mathematics

Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses

CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets

FinRCA-Bench: Benchmarking Evidence Retrieval and Reasoning for Financial AI Systems

A Systematic Study of Semantic ID Spaces for Generative Information Retrieval

MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers

Reinforcement Learning with Verifiable Rewards for Small Search Agents

Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate

Just-In-Time Agent Memory with Runtime Agentic Research

Federated Neural Collaborative Filtering

SWRouter: Similarity-Contractive Window Routing for Multi-Turn Large Language Model Conversations

Word Network Topic Model: A Simple but General Solution for Short and Imbalanced Texts

Graph Foundation Models for Recommendation: A Comprehensive Survey

Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews

UNREAL: Unifying Retrieval and Long-Context with a Single Model

A Critical Study on Data Leakage in Recommender System Offline Evaluation

Understanding tables with intermediate pre-training

MERGE: Multi-LLM Ensemble for Retrieval via Generative Enrichment

Contrastive Learning for Cold-Start Recommendation

rEDMRec: Distilling Large Language Model Reasoning into an Editable Experience Memory for Recommendation

RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature

Graph Neural Networks for Link Prediction with Subgraph Sketching

A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever

VideoRAG: Retrieval-Augmented Generation over Video Corpus

The Power of Noise: Redefining Retrieval for RAG Systems

Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems

DEPT: Document Embedding Preservation Tuning for Unified Query Expansion and Retrieval

Evaluating Large Language Models for Cross-Lingual Retrieval

Conversational Recommender System

From Phase Transition to Systemic Failure: A Decoupled Analytics Framework for GNN Robustness

BoundaryMORPH: Budgeted Reranking via Active Set Selection for Diffuse Retrieval

DGRec: Graph Neural Network for Recommendation with Diversified Embedding Generation