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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2,461 to 2,520 of 2,748

Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets
Andrea Gurioli, Davide D'Ascenzo, Federico Pennino +2
cs.SEcs.AIcs.IRarXiv:2605.28510v22026
SAGA: Structure-Attended Generative Action Embedding Model that encodes Multi-Surface User Action Sequences
Tsz Fung Pang, Po Jen Chen, Nimish Ronghe +2
cs.LGcs.IRarXiv:2608.15429v12026
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
RecGPT-V3 Technical Report
Bowen Zheng, Chao Yi, Dian Chen +26
cs.IRarXiv:2607.15591v22026
RL-Index: Reinforcement Learning for Retrieval Index Reasoning
Yongjia Lei, Nedim Lipka, Zhisheng Qi +7
cs.IRcs.AIcs.LGarXiv:2606.16316v22026
Taste-aware music retrieval from audio embeddings
Matteo Spanio, Antonio Rodà
cs.SDcs.IRcs.LGarXiv:2607.03296v12026
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
Chenlong Deng, Mengjie Deng, Junjie Wu +10
cs.CVcs.IRarXiv:2602.10809v22026
Text Data Integration
Md Ataur Rahman, Dimitris Sacharidis, Oscar Romero +1
cs.CLcs.IRarXiv:2603.27055v12026
FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing
Morayo Danielle Adeyemi, Ryan A. Rossi, Franck Dernoncourt
cs.CVcs.HCcs.IRarXiv:2604.26186v12026
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
LoopCTR: Unlocking the Loop Scaling Power for Click-Through Rate Prediction
Jiakai Tang, Runfeng Zhang, Weiqiu Wang +7
cs.IRarXiv:2604.19550v12026
Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval
Youngjoon Jang, Seongtae Hong, Hyeonseok Moon +1
cs.IRarXiv:2604.04734v22026
PEARL: Personalized Streaming Video Understanding Model
Yuanhong Zheng, Ruichuan An, Xiaopeng Lin +10
cs.CVcs.AIcs.IRarXiv:2603.20422v12026
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models
Antoine Edy, Max Conti, Quentin Macé
cs.IRcs.AIcs.CLarXiv:2603.26259v22026
MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning-Intensive Retrieval
Abdelrahman Abdallah, Mohamed Darwish Mounis, Mahmoud Abdalla +6
cs.IRarXiv:2601.09562v22026
Intent-Driven Dynamic Chunking: Segmenting Documents to Reflect Predicted Information Needs
Christos Koutsiaris
cs.IRcs.AIcs.CLarXiv:2602.14784v12026
MemoBrain: Executive Memory as an Agentic Brain for Reasoning
Hongjin Qian, Zhao Cao, Zheng Liu
cs.AIcs.CLcs.IRarXiv:2601.08079v12026
Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report
Rikiya Takehi, Benjamin Clavié, Sean Lee +1
cs.IRarXiv:2510.14880v12025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Qinggang Zhang, Shengyuan Chen, Yuanchen Bei +9
cs.CLcs.AIcs.IRarXiv:2501.13958v32025
Personalized Generation In Large Model Era: A Survey
Yiyan Xu, Jinghao Zhang, Alireza Salemi +6
cs.IRarXiv:2503.02614v22025
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning
Marc Marone, Orion Weller, William Fleshman +3
cs.CLcs.IRcs.LGarXiv:2509.06888v12025
MMTEB: Massive Multilingual Text Embedding Benchmark
Kenneth Enevoldsen, Isaac Chung, Imene Kerboua +83
cs.CLcs.AIcs.IRarXiv:2502.13595v42025
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
Haoyu Han, Li Ma, Yu Wang +9
cs.IRarXiv:2502.11371v32025
Recommender Systems with Generative Retrieval
Shashank Rajput, Nikhil Mehta, Anima Singh +10
cs.IRcs.LGarXiv:2305.05065v32023
TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval
Özay Ezerceli, Mahmoud El Hussieni, Selva Taş +4
cs.CLcs.AIcs.IRarXiv:2511.16528v12025
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering
Zhengyuan Zhu, Daniel Lee, Hong Zhang +4
cs.IRcs.CLarXiv:2408.08521v22024
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
Hongjin Su, Howard Yen, Mengzhou Xia +12
cs.CLcs.AIcs.IRarXiv:2407.12883v42024
A Survey on Large Language Models for Recommendation
Likang Wu, Zhi Zheng, Zhaopeng Qiu +9
cs.IRcs.AIarXiv:2305.19860v52023
Large Language Models for Information Retrieval: A Survey
Yutao Zhu, Huaying Yuan, Shuting Wang +7
cs.CLcs.IRarXiv:2308.07107v52023
BARS: Towards Open Benchmarking for Recommender Systems
Jieming Zhu, Quanyu Dai, Liangcai Su +5
cs.IRarXiv:2205.09626v52022
A Survey of Hallucination in Large Foundation Models
Vipula Rawte, Amit Sheth, Amitava Das
cs.AIcs.CLcs.IRarXiv:2309.05922v12023
C-Pack: Packed Resources For General Chinese Embeddings
Shitao Xiao, Zheng Liu, Peitian Zhang +3
cs.CLcs.AIcs.IRarXiv:2309.07597v52023
Multilingual E5 Text Embeddings: A Technical Report
Liang Wang, Nan Yang, Xiaolong Huang +3
cs.CLcs.IRarXiv:2402.05672v12024
Improving Text Embeddings with Large Language Models
Liang Wang, Nan Yang, Xiaolong Huang +3
cs.CLcs.IRarXiv:2401.00368v32023
Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions
Zahra Abbasiantaeb, Yifei Yuan, Evangelos Kanoulas +1
cs.CLcs.AIcs.IRarXiv:2312.02913v12023
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identification
Hu Lu, Xuezhang Zou, Pingping Zhang
cs.CVcs.IRcs.MMarXiv:2212.00226v12022
Zero-Shot Composed Image Retrieval with Textual Inversion
Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini +1
cs.CVcs.CLcs.IRarXiv:2303.15247v22023
Transforming Sentiment Analysis in the Financial Domain with ChatGPT
Georgios Fatouros, John Soldatos, Kalliopi Kouroumali +2
cs.CLcs.AIcs.CEarXiv:2308.07935v12023
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Xueguang Ma, Liang Wang, Nan Yang +2
cs.IRarXiv:2310.08319v12023
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen +3
cs.CLcs.AIcs.IRarXiv:2210.02627v12022
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Yuqi Zhu, Xiaohan Wang, Jing Chen +6
cs.CLcs.AIcs.DBarXiv:2305.13168v42023
Query2doc: Query Expansion with Large Language Models
Liang Wang, Nan Yang, Furu Wei
cs.IRcs.CLarXiv:2303.07678v22023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
Sheng-Chieh Lin, Akari Asai, Minghan Li +5
cs.IRcs.CLarXiv:2302.07452v12023
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?
Shuai Wang, Harrisen Scells, Bevan Koopman +1
cs.IRcs.AIarXiv:2302.03495v32023
A Generic Image Retrieval Method for Date Estimation of Historical Document Collections
Adrià Molina, Lluis Gomez, Oriol Ramos Terrades +1
cs.CVcs.DLcs.IRarXiv:2204.04028v12022
Simple Entity-Centric Questions Challenge Dense Retrievers
Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee +1
cs.CLcs.IRarXiv:2109.08535v32021
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation
Xin Xia, Hongzhi Yin, Junliang Yu +3
cs.IRarXiv:2012.06852v52020
Omnivore: A Single Model for Many Visual Modalities
Rohit Girdhar, Mannat Singh, Nikhila Ravi +3
cs.CVcs.AIcs.IRarXiv:2201.08377v22022
A Neural Corpus Indexer for Document Retrieval
Yujing Wang, Yingyan Hou, Haonan Wang +13
cs.IRarXiv:2206.02743v32022
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
Thibault Formal, Carlos Lassance, Benjamin Piwowarski +1
cs.IRcs.AIcs.CLarXiv:2109.10086v12021
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques
Jimmy Lin, Xueguang Ma
cs.IRcs.CLarXiv:2106.14807v12021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
Luyu Gao, Jamie Callan
cs.IRcs.CLarXiv:2108.05540v12021
Empowering News Recommendation with Pre-trained Language Models
Chuhan Wu, Fangzhao Wu, Tao Qi +1
cs.IRarXiv:2104.07413v12021
A Review of Keyphrase Extraction
Eirini Papagiannopoulou, Grigorios Tsoumakas
cs.CLcs.IRarXiv:1905.05044v22019
On the Use of ArXiv as a Dataset
Colin B. Clement, Matthew Bierbaum, Kevin P. O'Keeffe +1
cs.IRcs.LGcs.SIarXiv:1905.00075v12019
Autoregressive Entity Retrieval
Nicola De Cao, Gautier Izacard, Sebastian Riedel +1
cs.CLcs.IRcs.LGarXiv:2010.00904v32020
Simple Applications of BERT for Ad Hoc Document Retrieval
Wei Yang, Haotian Zhang, Jimmy Lin
cs.IRcs.CLarXiv:1903.10972v12019
News Recommender System: A review of recent progress, challenges, and opportunities
Shaina Raza, Chen Ding
cs.IRarXiv:2009.04964v42020
Scientific Paper Recommendation: A Survey
Xiaomei Bai, Mengyang Wang, Ivan Lee +3
cs.IRarXiv:2008.13538v12020
F*: An Interpretable Transformation of the F-measure
David J. Hand, Peter Christen, Nishadi Kirielle
cs.LGcs.AIcs.CVarXiv:2008.00103v32020

Information Retrieval

Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets

SAGA: Structure-Attended Generative Action Embedding Model that encodes Multi-Surface User Action Sequences

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

RecGPT-V3 Technical Report

RL-Index: Reinforcement Learning for Retrieval Index Reasoning

Taste-aware music retrieval from audio embeddings

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

Text Data Integration

FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing

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

LoopCTR: Unlocking the Loop Scaling Power for Click-Through Rate Prediction

Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval

PEARL: Personalized Streaming Video Understanding Model

Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models

MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning-Intensive Retrieval

Intent-Driven Dynamic Chunking: Segmenting Documents to Reflect Predicted Information Needs

MemoBrain: Executive Memory as an Agentic Brain for Reasoning

Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

Personalized Generation In Large Model Era: A Survey

mmBERT: A Modern Multilingual Encoder with Annealed Language Learning

MMTEB: Massive Multilingual Text Embedding Benchmark

RAG vs. GraphRAG: A Systematic Evaluation and Key Insights

Recommender Systems with Generative Retrieval

TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval

MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering

BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

A Survey on Large Language Models for Recommendation

Large Language Models for Information Retrieval: A Survey

BARS: Towards Open Benchmarking for Recommender Systems

A Survey of Hallucination in Large Foundation Models

C-Pack: Packed Resources For General Chinese Embeddings

Multilingual E5 Text Embeddings: A Technical Report

Improving Text Embeddings with Large Language Models

Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions

Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identification

Zero-Shot Composed Image Retrieval with Textual Inversion

Transforming Sentiment Analysis in the Financial Domain with ChatGPT

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Query2doc: Query Expansion with Large Language Models

How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval

Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?

A Generic Image Retrieval Method for Date Estimation of Historical Document Collections

Simple Entity-Centric Questions Challenge Dense Retrievers

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation

Omnivore: A Single Model for Many Visual Modalities

A Neural Corpus Indexer for Document Retrieval

SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval

A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques

Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval

Empowering News Recommendation with Pre-trained Language Models

A Review of Keyphrase Extraction

On the Use of ArXiv as a Dataset

Autoregressive Entity Retrieval

Simple Applications of BERT for Ad Hoc Document Retrieval

News Recommender System: A review of recent progress, challenges, and opportunities

Scientific Paper Recommendation: A Survey

F*: An Interpretable Transformation of the F-measure