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)

2,641 to 2,700 of 2,782

PRIME: Mitigating Subgroup Optimization Competition in Shared CTR Top Networks with Plug-in Residual Input-Conditioned Mixture of Expert
Heng Yao, Siyun Hou, Tianying Liu +8
cs.LGcs.IRarXiv:2608.30449v12026
The "Curse of Knowledge" in LLM Query Simulation: Concept Provenance for Tracing Answer-Side Intrusion
Chenglong Ma, Xinye Wanyan, Danula Hettiachchi +2
cs.IRcs.CLarXiv:2608.25245v12026
Differentiable Semantic ID for Generative Recommendation
Junchen Fu, Xuri Ge, Alexandros Karatzoglou +4
cs.IRarXiv:2601.19711v32026
VeriCite: Towards Reliable Citations in Retrieval-Augmented Generation via Rigorous Verification
Haosheng Qian, Yixing Fan, Jiafeng Guo +4
cs.IRarXiv:2510.11394v12025
Improving Tag-Clouds as Visual Information Retrieval Interfaces
Yusef Hassan-Montero, Victor Herrero-Solana
cs.IRarXiv:2401.04947v12024
Metric Learning for Adversarial Robustness
Chengzhi Mao, Ziyuan Zhong, Junfeng Yang +2
cs.LGcs.CRcs.CVarXiv:1909.00900v22019
Data Mining : A prediction of performer or underperformer using classification
Umesh Kumar Pandey, Saurabh Pal
cs.DBcs.IRarXiv:1104.4163v12011
Retrieval meets Long Context Large Language Models
Peng Xu, Wei Ping, Xianchao Wu +7
cs.CLcs.AIcs.IRarXiv:2310.03025v22023
PaperMind: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs
Yanjun Zhao, Tianxin Wei, Jiaru Zou +7
cs.IRarXiv:2604.21304v22026
Query Expansion by Prompting Large Language Models
Rolf Jagerman, Honglei Zhuang, Zhen Qin +2
cs.IRarXiv:2305.03653v12023
A Super Fast K-means for Indexing Vector Embeddings
Leonardo Kuffo, Sven Hepkema, Peter Boncz
cs.LGcs.DBcs.IRarXiv:2603.20009v12026
Neural Re-ranking in Multi-stage Recommender Systems: A Review
Weiwen Liu, Yunjia Xi, Jiarui Qin +5
cs.IRarXiv:2202.06602v22022
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
Linke Ouyang, Yuan Qu, Hongbin Zhou +17
cs.CVcs.AIcs.IRarXiv:2412.07626v22024
Beyond NDCG: behavioral testing of recommender systems with RecList
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi +2
cs.IRcs.AIcs.LGarXiv:2111.09963v22021
ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation
Yupeng Hou, Jianmo Ni, Zhankui He +5
cs.IRcs.LGarXiv:2502.13581v32025
Learn Before Represent: Bridging Generative and Contrastive Learning for Domain-Specific LLM Embeddings
Xiaoyu Liang, Yuchen Peng, Jiale Luo +3
cs.IRcs.AIarXiv:2601.11124v12026
Who Are We Recommending To? Recommender Systems in the Agentic Web
Himan Abdollahpouri, Kyle Kretschman, Sai Ravindranath +2
cs.IRarXiv:2609.11945v12026
Position: Recommender Systems Should Move Beyond Platform-Centric Ranking toward Personal Agent-Mediated Recommendation
Haohan Yuan, Peng He, Dan Zhang +2
cs.IRarXiv:2609.11942v12026
InitGen: Candidate Generation for Interaction Initiation in Intelligent Assistants
Ruize Shi, Jinhua Chen, Hong Huang +5
cs.IRarXiv:2609.11953v12026
Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB
Anas Dorbani, Sunny Yasser, Jimmy Lin +1
cs.DBcs.AIcs.IRarXiv:2504.01157v12025
Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and Their Combination
Olga Kolchyna, Tharsis T. P. Souza, Philip Treleaven +1
cs.CLcs.IRcs.LGarXiv:1507.00955v32015
Video In Sentences Out
Andrei Barbu, Alexander Bridge, Zachary Burchill +15
cs.CVcs.CLcs.IRarXiv:1408.6418v12014
Med7: a transferable clinical natural language processing model for electronic health records
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu +1
cs.CLcs.IRcs.LGarXiv:2003.01271v22020
General Agentic Memory Via Deep Research
B. Y. Yan, Chaofan Li, Hongjin Qian +2
cs.CLcs.AIcs.IRarXiv:2511.18423v12025
Project Qualia: Recovering Experiential Music Structure from Session Co-occurrence Data
Nizam Mohammed, Abu B. S. Rahman, Dimuthu D. K. Arachchige
cs.SDcs.IRcs.LGarXiv:2609.10862v12026
Understanding Optical Music Recognition
Jorge Calvo-Zaragoza, Jan Hajič, Alexander Pacha
cs.CVcs.AIcs.IRarXiv:1908.03608v32019
Memento: Time Travel for the Web
Herbert Van de Sompel, Michael L. Nelson, Robert Sanderson +3
cs.IRcs.DLarXiv:0911.1112v22009
Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline
Luyu Gao, Zhuyun Dai, Jamie Callan
cs.IRarXiv:2101.08751v12021
Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism
Haoxiang Zhang, Qixin Xu, Zhuofeng Li +4
cs.CLcs.AIcs.IRarXiv:2606.00408v12026
Summaries:한국어
From Retrieval to Weights: Parametric Individualization of Small Language Models with Individual Text Corpora
Christoph Wigbels, Ali Abusaleh, Markus T. Jansen +2
cs.CLcs.IRarXiv:2609.10155v12026
Algorithmic Extremism: Examining YouTube's Rabbit Hole of Radicalization
Mark Ledwich, Anna Zaitsev
cs.SIcs.IRarXiv:1912.11211v12019
A multi-level collaborative filtering method that improves recommendations
Nikolaos Polatidis, Christos K. Georgiadis
cs.IRarXiv:1804.08891v12018
GHRS: Graph-based Hybrid Recommendation System with Application to Movie Recommendation
Zahra Zamanzadeh Darban, Mohammad Hadi Valipour
cs.IRcs.AIcs.LGarXiv:2111.11293v22021
The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study
Dominik Kowald, Markus Schedl, Elisabeth Lex
cs.IRcs.LGcs.SIarXiv:1912.04696v22019
AnonymousNet: Natural Face De-Identification with Measurable Privacy
Tao Li, Lei Lin
cs.CVcs.CRcs.IRarXiv:1904.12620v12019
Evidence-Aligned Entity Verification for Hallucination Detection in Retrieval-Augmented Generation
Runsong Jia, Zhen Fang, Mengjia Wu +2
cs.AIcs.IRarXiv:2609.08267v12026
Ranking via Sinkhorn Propagation
Ryan Prescott Adams, Richard S. Zemel
stat.MLcs.IRcs.LGarXiv:1106.1925v22011
Customer Relationship Intelligence: Integrating CRM and MDM for Enhanced Customer Engagement
Tejasvi c. Addagada
cs.AIcs.IRarXiv:2609.06189v12026
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
Zhi-Hong Deng, Ling Huang, Chang-Dong Wang +2
cs.LGcs.IRstat.MLarXiv:1901.04704v12019
Visual Analysis of LLM-based Entity Resolution from Scientific Papers
Siyu Wu, Yi Yang, Weize Wu +6
cs.IRarXiv:2609.06037v12026
Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks
Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang +5
cs.IRarXiv:2105.04790v12021
AtomRec: Evolving Atomic Memory for Agentic Recommendation
Peiyu Hu, Weihai Lu, Siying Gu +5
cs.IRarXiv:2609.04882v12026
Personalized Task Dependency Graphs for Mitigating Signal Erosion in Multi-Task Recommendation
Fuyuan Liu, Tiandeng Wu, Yaqun Fang +8
cs.IRarXiv:2609.04862v12026
Select-Additive Learning: Improving Generalization in Multimodal Sentiment Analysis
Haohan Wang, Aaksha Meghawat, Louis-Philippe Morency +1
cs.CLcs.IRarXiv:1609.05244v22016
HVD: Human Vision-Driven Video Representation Learning for Text-Video Retrieval
Zequn Xie, Xin Liu, Boyun Zhang +3
cs.CVcs.IRarXiv:2601.16155v12026
Repeated Queries Exhaust an LLM's Brand Recommendations but Not Its Sources
Dmitrij Żatuchin
cs.IRcs.CLarXiv:2609.05059v12026
Declarative Experimentation in Information Retrieval using PyTerrier
Craig Macdonald, Nicola Tonellotto
cs.IRarXiv:2007.14271v12020
Does Your Agent's Memory Survive a Model Upgrade? A Controlled Study of Memory Portability
Ankit Goyal, Jaideep Ray
cs.AIcs.CLcs.IRarXiv:2609.05339v12026
CoPhIR: a Test Collection for Content-Based Image Retrieval
Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi +4
cs.MMcs.IRarXiv:0905.4627v22009
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
REST: Retrieval-Based Speculative Decoding
Zhenyu He, Zexuan Zhong, Tianle Cai +2
cs.CLcs.AIcs.IRarXiv:2311.08252v22023
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
What Are You Listening to? Temporal Music Grounding for Audio-to-Text Large Language Models
Kun Fang, Ziyu Wang, Ichiro Fujinaga
cs.SDcs.IRarXiv:2608.29480v12026
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
Kuicai Dong, Yujing Chang, Xin Deik Goh +3
cs.IRcs.AIcs.CLarXiv:2501.08828v32025
LSHTC: A Benchmark for Large-Scale Text Classification
Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis +6
cs.IRcs.CLcs.LGarXiv:1503.08581v12015
A Survey on LLM-powered Agents for Recommender Systems
Qiyao Peng, Hongtao Liu, Hua Huang +2
cs.IRcs.AIarXiv:2502.10050v12025
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
Betty van Aken, Benjamin Winter, Alexander Löser +1
cs.CLcs.IRarXiv:1909.04925v12019
Combating Disinformation in a Social Media Age
Kai Shu, Amrita Bhattacharjee, Faisal Alatawi +4
cs.SIcs.IRarXiv:2007.07388v12020
Not All Matches Are Equally Valuable: An Online Experiment of Retention-Focused Recommendation in a Job-Matching Platform
Tatsuya Ute, Chiaki Ichimura, Yuta Saito
cs.IRarXiv:2609.01652v12026
Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks
Yauhen Babakhin, Radek Osmulski, Ronay Ak +5
cs.CLcs.IRarXiv:2511.07025v12025

Information Retrieval

PRIME: Mitigating Subgroup Optimization Competition in Shared CTR Top Networks with Plug-in Residual Input-Conditioned Mixture of Expert

The "Curse of Knowledge" in LLM Query Simulation: Concept Provenance for Tracing Answer-Side Intrusion

Differentiable Semantic ID for Generative Recommendation

VeriCite: Towards Reliable Citations in Retrieval-Augmented Generation via Rigorous Verification

Improving Tag-Clouds as Visual Information Retrieval Interfaces

Metric Learning for Adversarial Robustness

Data Mining : A prediction of performer or underperformer using classification

Retrieval meets Long Context Large Language Models

PaperMind: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs

Query Expansion by Prompting Large Language Models

A Super Fast K-means for Indexing Vector Embeddings

Neural Re-ranking in Multi-stage Recommender Systems: A Review

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Beyond NDCG: behavioral testing of recommender systems with RecList

ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation

Learn Before Represent: Bridging Generative and Contrastive Learning for Domain-Specific LLM Embeddings

Who Are We Recommending To? Recommender Systems in the Agentic Web

Position: Recommender Systems Should Move Beyond Platform-Centric Ranking toward Personal Agent-Mediated Recommendation

InitGen: Candidate Generation for Interaction Initiation in Intelligent Assistants

Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB

Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and Their Combination

Video In Sentences Out

Med7: a transferable clinical natural language processing model for electronic health records

General Agentic Memory Via Deep Research

Project Qualia: Recovering Experiential Music Structure from Session Co-occurrence Data

Understanding Optical Music Recognition

Memento: Time Travel for the Web

Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline

Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism

From Retrieval to Weights: Parametric Individualization of Small Language Models with Individual Text Corpora

Algorithmic Extremism: Examining YouTube's Rabbit Hole of Radicalization

A multi-level collaborative filtering method that improves recommendations

GHRS: Graph-based Hybrid Recommendation System with Application to Movie Recommendation

The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study

AnonymousNet: Natural Face De-Identification with Measurable Privacy

Evidence-Aligned Entity Verification for Hallucination Detection in Retrieval-Augmented Generation

Ranking via Sinkhorn Propagation

Customer Relationship Intelligence: Integrating CRM and MDM for Enhanced Customer Engagement

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Visual Analysis of LLM-based Entity Resolution from Scientific Papers

Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks

AtomRec: Evolving Atomic Memory for Agentic Recommendation

Personalized Task Dependency Graphs for Mitigating Signal Erosion in Multi-Task Recommendation

Select-Additive Learning: Improving Generalization in Multimodal Sentiment Analysis

HVD: Human Vision-Driven Video Representation Learning for Text-Video Retrieval

Repeated Queries Exhaust an LLM's Brand Recommendations but Not Its Sources

Declarative Experimentation in Information Retrieval using PyTerrier

Does Your Agent's Memory Survive a Model Upgrade? A Controlled Study of Memory Portability

CoPhIR: a Test Collection for Content-Based Image Retrieval

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

REST: Retrieval-Based Speculative Decoding

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

What Are You Listening to? Temporal Music Grounding for Audio-to-Text Large Language Models

MMDocIR: Benchmarking Multimodal Retrieval for Long Documents

LSHTC: A Benchmark for Large-Scale Text Classification

A Survey on LLM-powered Agents for Recommender Systems

How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations

Combating Disinformation in a Social Media Age

Not All Matches Are Equally Valuable: An Online Experiment of Retention-Focused Recommendation in a Job-Matching Platform

Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks