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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1,981 to 2,040 of 2,750

Disentangling Long and Short-Term Interests for Recommendation
Yu Zheng, Chen Gao, Jianxin Chang +4
cs.IRarXiv:2202.13090v12022
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
Zhaorun Chen, Zhen Xiang, Chaowei Xiao +2
cs.LGcs.CRcs.IRarXiv:2407.12784v12024
Multimodal Recommender Systems: A Survey
Qidong Liu, Jiaxi Hu, Yutian Xiao +5
cs.IRcs.AIarXiv:2302.03883v22023
Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara +5
cs.IRarXiv:2103.02590v22021
Beyond Maintenance Manual Multimodal RAG: Suggesting What Tool
Seongjun Ha, Md Rashedul Islam
cs.ETcs.IRarXiv:2609.05116v12026
What Users See - Structures in Search Engine Results Pages
Nadine Hoechstoetter, Dirk Lewandowski
cs.IRarXiv:1511.05802v12015
ReliableRAG: Combating Misinformation in Retrieval-Augmented Generation via Reliability-Guided Reasoning Chains
Jinpu Jiang, Xuan Wu, Wenhao Song +6
cs.CLcs.IRarXiv:2608.25487v12026
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities
Christophe Van Gysel
cs.IRcs.CLarXiv:2304.13149v12023
Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation
Junwei Zhang, Min Gao, Junliang Yu +3
cs.IRcs.AIarXiv:2109.04200v22021
Cortex: Content Analysis Support Software, a Resource for Qualitative Research
Ana Julia da Silva Soares, Rafael Coimbra Pinto
cs.DLcs.CLcs.IRarXiv:2609.11970v12026
Evolution of Semantic Similarity -- A Survey
Dhivya Chandrasekaran, Vijay Mago
cs.CLcs.IRarXiv:2004.13820v22020
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning
Chih-Yao Chen, Cheng-Te Li
cs.CLcs.IRcs.LGarXiv:2104.04697v12021
The Capacity of Private Information Retrieval
Hua Sun, Syed A. Jafar
cs.ITcs.CRcs.IRarXiv:1602.09134v22016
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View
Shen Wang, Jibing Gong, Jinlong Wang +4
cs.LGcs.CYcs.IRarXiv:2006.13257v12020
IDGenRec: LLM-RecSys Alignment with Textual ID Learning
Juntao Tan, Shuyuan Xu, Wenyue Hua +3
cs.IRcs.AIcs.CLarXiv:2403.19021v22024
TAPAS: Weakly Supervised Table Parsing via Pre-training
Jonathan Herzig, Paweł Krzysztof Nowak, Thomas Müller +2
cs.IRcs.AIcs.CLarXiv:2004.02349v22020
DocPC: Document-Level Visual Retrieval via Representative Page Composition
Chengsong You, Junwei Zhou, Nan Du
cs.IRarXiv:2608.25434v12026
Content-Based Collaborative Generation for Recommender Systems
Yidan Wang, Zhaochun Ren, Weiwei Sun +9
cs.IRarXiv:2403.18480v22024
Simplified Data Wrangling with ir_datasets
Sean MacAvaney, Andrew Yates, Sergey Feldman +3
cs.IRcs.CLarXiv:2103.02280v22021
HubMixer: Progressive Latent Hub Mixing for Parameter-Efficient Feature Interaction in Recommendation
Jie Zhou, Zixian Gong, Wenhao Li +6
cs.IRarXiv:2608.27991v12026
Group-Aware Adaptive Retrieval for Evidence Navigation
June Park, Jun Kwon, Jonghyo Kim +1
cs.IRarXiv:2609.02188v12026
Don't Waste It: Guiding Generative Recommenders with Structured Human Priors via Multi-Head Decoding
Yunkai Zhang, Qiang Zhang, Feng Lin +7
cs.IRcs.LGarXiv:2511.10492v32025
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

Information Retrieval

Disentangling Long and Short-Term Interests for Recommendation

AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases

Multimodal Recommender Systems: A Survey

Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Beyond Maintenance Manual Multimodal RAG: Suggesting What Tool

What Users See - Structures in Search Engine Results Pages

ReliableRAG: Combating Misinformation in Retrieval-Augmented Generation via Reliability-Guided Reasoning Chains

Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities

Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation

Cortex: Content Analysis Support Software, a Resource for Qualitative Research

Evolution of Semantic Similarity -- A Survey

ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning

The Capacity of Private Information Retrieval

Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View

IDGenRec: LLM-RecSys Alignment with Textual ID Learning

TAPAS: Weakly Supervised Table Parsing via Pre-training

DocPC: Document-Level Visual Retrieval via Representative Page Composition

Content-Based Collaborative Generation for Recommender Systems

Simplified Data Wrangling with ir_datasets

HubMixer: Progressive Latent Hub Mixing for Parameter-Efficient Feature Interaction in Recommendation

Group-Aware Adaptive Retrieval for Evidence Navigation

Don't Waste It: Guiding Generative Recommenders with Structured Human Priors via Multi-Head Decoding

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