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 to 60 of 2,379

Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
Shuohang Wang, Yichong Xu, Yuwei Fang +5
cs.CLcs.AIcs.IRarXiv:2203.08773v12022
Social Recommendation with Self-Supervised Metagraph Informax Network
Xiaoling Long, Chao Huang, Yong Xu +4
cs.IRcs.AIarXiv:2110.03958v12021
Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing
Enshuo Hsu, Kirk Roberts
cs.CLcs.IRarXiv:2406.06723v12024
Evaluating Deep Learning Approaches for Covid19 Fake News Detection
Apurva Wani, Isha Joshi, Snehal Khandve +2
cs.LGcs.IRarXiv:2101.04012v22021
From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era
Wonil Kim, Hyeongseok Wi, Seungsoon Park +12
cs.IRcs.HCcs.MAarXiv:2510.20276v22025
Semantic Knowledge Technologies: what the Semantic Web lost sight of, and what it never had
Achille Zappa
cs.AIcs.DBcs.IRarXiv:2609.14121v12026
ChatDiet: Empowering Personalized Nutrition-Oriented Food Recommender Chatbots through an LLM-Augmented Framework
Zhongqi Yang, Elahe Khatibi, Nitish Nagesh +4
cs.IRcs.AIcs.LGarXiv:2403.00781v32024
ClinAgent: A ReAct-Based Agent for Conversational Access to Clinical Trial Information
Antonino Vaccarella, Riccardo Cantini, Domenico Talia +4
cs.AIcs.CLcs.IRarXiv:2609.13860v12026
Sequential Scenario-Specific Meta Learner for Online Recommendation
Zhengxiao Du, Xiaowei Wang, Hongxia Yang +2
cs.IRcs.LGstat.MLarXiv:1906.00391v12019
Cost Characterization of Vertically Partitioned Federated Knowledge Graphs
Md Saikat Islam Khan Bappy, Oshani Seneviratne
cs.AIcs.DBcs.IRarXiv:2609.13664v12026
Adversarial Sampling and Training for Semi-Supervised Information Retrieval
Dae Hoon Park, Yi Chang
cs.IRcs.LGarXiv:1811.04155v22018
FedV-KGQA in Practice: Design Lessons and an Interactive Prototype
Md Saikat Islam Khan Bappy, Oshani Seneviratne
cs.AIcs.CLcs.IRarXiv:2609.13661v12026
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
People on Drugs: Credibility of User Statements in Health Communities
Subhabrata Mukherjee, Gerhard Weikum, Cristian Danescu-Niculescu-Mizil
cs.AIcs.CLcs.IRarXiv:1705.02522v12017
Development of a General Purpose Sentiment Lexicon for Igbo Language
Emeka Ogbuju, Moses Onyesolu
cs.CLcs.IRcs.LGarXiv:2004.14176v12020
SPFresh: Incremental In-Place Update for Billion-Scale Vector Search
Yuming Xu, Hengyu Liang, Jin Li +9
cs.IRarXiv:2410.14452v12024
OneRec Technical Report
Guorui Zhou, Jiaxin Deng, Jinghao Zhang +62
cs.IRarXiv:2506.13695v42025
SORT: A Systematically Optimized Ranking Transformer for Industrial-scale Recommenders
Chunqi Wang, Bingchao Wu, Taotian Pang +9
cs.IRarXiv:2603.03988v32026
Unifying Generative Recall and Multi-Objective Ranking in a Single Decoder-Only Sequence
Ruochen Yang, Shuang Wen, Pengbo Xu +6
cs.IRarXiv:2607.24439v12026
UniSGR: Unified Framework for Semantic ID Generation and Ranking
Jiawei Sun, Jun Yang, Ziyue Guo +4
cs.IRarXiv:2607.04068v12026
Sona Technical Report
Sona Team, Alexandr Udeneev, Aleksei Krasilnikov +32
cs.IRarXiv:2608.11015v22026
TokenFormer: Unify the Multi-Field and Sequential Recommendation Worlds
Yifeng Zhou, Yuehong Hu, Zhixiang Feng +9
cs.IRcs.AIarXiv:2604.13737v12026
PinRec: Unified Generative Retrieval for Pinterest Recommender Systems
Edoardo Botta, Jaewon Yang, Yi-Ping Hsu +6
cs.IRcs.LGarXiv:2504.10507v72025
What Transfers from a VLM Teacher? Comparing Supervision Signals for Visual Document Retrieval
Saba Sturua, Han Xiao
cs.IRarXiv:2610.09177v12026
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering
Jingtao Ding, Yuhan Quan, Quanming Yao +2
cs.LGcs.IRarXiv:2009.03376v12020
Incorporating Q&A Nuggets into Retrieval-Augmented Generation
Laura Dietz, Bryan Li, Gabrielle Liu +5
cs.IRcs.AIarXiv:2601.13222v22026
GINGER: Grounded Information Nugget-Based Generation of Responses
Weronika Łajewska, Krisztian Balog
cs.CLcs.IRarXiv:2503.18174v12025
Learning Multimodal Embeddings with Evidence-Aligned Readout
Zirong Chen, Fuda Ye, Enjun Du +8
cs.CVcs.IRarXiv:2609.33659v12026
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback
Yuta Saito
cs.SIcs.IRcs.LGarXiv:1910.01444v62019
Training with Missed Targets in Generative Recommendation: Separating Supervision from Probability Competition
Xuesi Wang, Yangbin Shi, Xiaolin Zheng
cs.IRcs.LGarXiv:2610.10124v12026
Two-Level Softmax Sampling Done Right: Correcting Bias from Size Imbalance and Dispersion
Walid Bendada, Guillaume Salha-Galvan
cs.LGcs.IRstat.MLarXiv:2610.10483v12026
MIMA: Multi-Interest Recommendation via Multi-Positive Exclusive Assignment
Xingyuan Mao, Alin Fan, Shichao Nie +4
cs.IRarXiv:2609.12842v12026
Preference-Drift-Aware Subsequence Learning and Hierarchical Context Fusion for Long-Sequence Generative Recommendation
Fei Li, Qingyun Gao, Jianzhe Zhao +5
cs.IRarXiv:2609.12556v12026
Personalized and Trust-Aware Health Recommendation Policies for a Construction Workplace
Atefeh Mollabagher, Yogesh Gautam, Houtan Jebelli +1
cs.IRcs.SYeess.SYarXiv:2609.12679v22026
A Historical Corpus Is Not a Historical System: Auditing Hindsight Leakage in Stateful Data Discovery
Yixi Zhou, Fan Zhang, Sikun Wang +2
cs.IRarXiv:2609.12766v12026
Learning the Lake: Reliable Experience for Adaptive Data Product Discovery
Yixi Zhou, Fan Zhang, Sikun Wang +2
cs.IRarXiv:2609.12754v12026
ChronicleRec: Pre-training Temporally Anchored Tokens for Lifelong User Modeling
Chengkai Huang, Yubin Sheng, Liang Guo +9
cs.IRarXiv:2609.12375v12026
Hete-CF: Social-Based Collaborative Filtering Recommendation using Heterogeneous Relations
Chen Luo, Wei Pang, Zhe Wang
cs.IRarXiv:1412.7610v12014
A Survey on Extraction of Causal Relations from Natural Language Text
Jie Yang, Soyeon Caren Han, Josiah Poon
cs.IRcs.CLarXiv:2101.06426v22021
Semi-Supervised Spam Detection in Twitter Stream
Surendra Sedhai, Aixin Sun
cs.IRcs.CRcs.SIarXiv:1702.01032v12017
Building Navigable Graphs Without Search in Three Composable Stages
Édgar Chávez
cs.DBcs.IRarXiv:2610.09041v12026
Cassette: Case-to-Case Structural Distillation for Efficient Legal Case Retrieval
Yanran Tang, Ruihong Qiu, Hongzhi Yin +2
cs.IRarXiv:2609.08185v12026
Learning Multi-Step Query Rewriting via Corpus Feedback for Conversational Search
João Coelho, Hong Wang, Jie Yuan +3
cs.IRarXiv:2610.10955v12026
Community detection in graphs
Santo Fortunato
physics.soc-phcond-mat.stat-mechcs.IRarXiv:0906.0612v22009
BEACON-SP: Ontology-Grounded GraphRAG Framework for Clinical Suicide Risk Assessment
Kemal Davaslioglu, Nathan Conger, Sastry Kompella +2
cs.AIcs.CLcs.IRarXiv:2610.09026v12026
SkillContrast: Difference-Guided Text Selection for Agent Skill Reranking
Jiandong Ding, Honglei Ji, Ming Liu +1
cs.IRcs.AIarXiv:2610.11650v12026
Cognition on Graph: Navigating Massive Knowledge Space via Cognitive Cycles and Bidirectional Graph-Text Synergy
Gengxian Zhou, Jian Xu, Zichen Tang +3
cs.CLcs.AIcs.IRarXiv:2609.12791v12026
Autonomous Research for Open-Ended Problems: A Case Study on Telecom Ticket Retrieval
Junghyun Min, Huseyin Uzunalioglu, Mohamed Trabelsi
cs.AIcs.IRcs.LGarXiv:2609.13073v12026
OneLA: Scaling Linear-Attention Decoding to Large Beams in Generative Recommendation
Xiangrui Yang, Cheng Peng, Yunfeng Zhao +9
cs.AIcs.DCcs.IRarXiv:2609.12399v12026
Pre-train, Prompt and Recommendation: A Comprehensive Survey of Language Modelling Paradigm Adaptations in Recommender Systems
Peng Liu, Lemei Zhang, Jon Atle Gulla
cs.IRarXiv:2302.03735v32023
OMG U got flu? Analysis of shared health messages for bio-surveillance
Nigel Collier, Nguyen Truong Son, Ngoc Mai Nguyen
cs.CLcs.IRcs.SIarXiv:1110.3089v12011
EVIE: Evidence-Vector-Informed Embeddings for Visual Document Retrieval
Zifei Wang, Wei Wen, Qiang Ji +3
cs.IRarXiv:2610.11553v12026
Language Models for Page-Level Layout Decisions in E-commerce Search
Varun Joshi, Eva C. Song, ChengXiang Zhai
cs.LGcs.CLcs.IRarXiv:2610.10920v12026
A Survey on Neural Topic Models: Methods, Applications, and Challenges
Xiaobao Wu, Thong Nguyen, Anh Tuan Luu
cs.CLcs.AIcs.IRarXiv:2401.15351v22024
Project Greenhouse: Progress Toward Fully Open and Sovereign Agentic Search
Jimmy Lin, Sahel Sharifymoghaddam, Lingwei Gu +1
cs.IRcs.CLarXiv:2610.11922v12026
TechNet: Technology Semantic Network Based on Patent Data
Serhad Sarica, Jianxi Luo, Kristin L. Wood
cs.IRcs.CLarXiv:1906.00411v42019
LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization
Honglei Zhang, Fangyuan Luo, Jun Wu +2
cs.IRcs.CRarXiv:2206.11743v22022
FedHUR: Learning Hierarchical Utility-Guided Client Relations for Personalized Federated Recommendation
Mingzhe Han, Jiahao Liu, Dongsheng Li +5
cs.IRarXiv:2609.11632v12026
Hypergraph Contrastive Collaborative Filtering
Lianghao Xia, Chao Huang, Yong Xu +3
cs.IRcs.AIarXiv:2204.12200v22022
Autoregressive Retriever: Improving Query Understanding from Item Feedback for Universal Multimodal Retrieval
Jianfei Zhao, Yifan Wang, Feng Zhang +7
cs.IRcs.CVarXiv:2610.11666v12026

Information Retrieval

Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data

Social Recommendation with Self-Supervised Metagraph Informax Network

Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing

Evaluating Deep Learning Approaches for Covid19 Fake News Detection

From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era

Semantic Knowledge Technologies: what the Semantic Web lost sight of, and what it never had

ChatDiet: Empowering Personalized Nutrition-Oriented Food Recommender Chatbots through an LLM-Augmented Framework

ClinAgent: A ReAct-Based Agent for Conversational Access to Clinical Trial Information

Sequential Scenario-Specific Meta Learner for Online Recommendation

Cost Characterization of Vertically Partitioned Federated Knowledge Graphs

Adversarial Sampling and Training for Semi-Supervised Information Retrieval

FedV-KGQA in Practice: Design Lessons and an Interactive Prototype

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

People on Drugs: Credibility of User Statements in Health Communities

Development of a General Purpose Sentiment Lexicon for Igbo Language

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

OneRec Technical Report

SORT: A Systematically Optimized Ranking Transformer for Industrial-scale Recommenders

Unifying Generative Recall and Multi-Objective Ranking in a Single Decoder-Only Sequence

UniSGR: Unified Framework for Semantic ID Generation and Ranking

Sona Technical Report

TokenFormer: Unify the Multi-Field and Sequential Recommendation Worlds

PinRec: Unified Generative Retrieval for Pinterest Recommender Systems

What Transfers from a VLM Teacher? Comparing Supervision Signals for Visual Document Retrieval

Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering

Incorporating Q&A Nuggets into Retrieval-Augmented Generation

GINGER: Grounded Information Nugget-Based Generation of Responses

Learning Multimodal Embeddings with Evidence-Aligned Readout

Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback

Training with Missed Targets in Generative Recommendation: Separating Supervision from Probability Competition

Two-Level Softmax Sampling Done Right: Correcting Bias from Size Imbalance and Dispersion

MIMA: Multi-Interest Recommendation via Multi-Positive Exclusive Assignment

Preference-Drift-Aware Subsequence Learning and Hierarchical Context Fusion for Long-Sequence Generative Recommendation

Personalized and Trust-Aware Health Recommendation Policies for a Construction Workplace

A Historical Corpus Is Not a Historical System: Auditing Hindsight Leakage in Stateful Data Discovery

Learning the Lake: Reliable Experience for Adaptive Data Product Discovery

ChronicleRec: Pre-training Temporally Anchored Tokens for Lifelong User Modeling

Hete-CF: Social-Based Collaborative Filtering Recommendation using Heterogeneous Relations

A Survey on Extraction of Causal Relations from Natural Language Text

Semi-Supervised Spam Detection in Twitter Stream

Building Navigable Graphs Without Search in Three Composable Stages

Cassette: Case-to-Case Structural Distillation for Efficient Legal Case Retrieval

Learning Multi-Step Query Rewriting via Corpus Feedback for Conversational Search

Community detection in graphs

BEACON-SP: Ontology-Grounded GraphRAG Framework for Clinical Suicide Risk Assessment

SkillContrast: Difference-Guided Text Selection for Agent Skill Reranking

Cognition on Graph: Navigating Massive Knowledge Space via Cognitive Cycles and Bidirectional Graph-Text Synergy

Autonomous Research for Open-Ended Problems: A Case Study on Telecom Ticket Retrieval

OneLA: Scaling Linear-Attention Decoding to Large Beams in Generative Recommendation

Pre-train, Prompt and Recommendation: A Comprehensive Survey of Language Modelling Paradigm Adaptations in Recommender Systems

OMG U got flu? Analysis of shared health messages for bio-surveillance

EVIE: Evidence-Vector-Informed Embeddings for Visual Document Retrieval

Language Models for Page-Level Layout Decisions in E-commerce Search

A Survey on Neural Topic Models: Methods, Applications, and Challenges

Project Greenhouse: Progress Toward Fully Open and Sovereign Agentic Search

TechNet: Technology Semantic Network Based on Patent Data

LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization

FedHUR: Learning Hierarchical Utility-Guided Client Relations for Personalized Federated Recommendation

Hypergraph Contrastive Collaborative Filtering

Autoregressive Retriever: Improving Query Understanding from Item Feedback for Universal Multimodal Retrieval