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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661 to 720 of 1,643

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
Ruiyang Ren, Yuhao Wang, Yingqi Qu +6
cs.CLcs.IRarXiv:2307.11019v32023
A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems
Keqin Bao, Jizhi Zhang, Wenjie Wang +6
cs.IRarXiv:2308.08434v22023
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification
Andreas Hanselowski, Hao Zhang, Zile Li +4
cs.IRcs.AIcs.CLarXiv:1809.01479v52018
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
Amanpreet Singh, Mike D'Arcy, Arman Cohan +2
cs.CLcs.AIcs.IRarXiv:2211.13308v42022
VerTox: Verifiable Reward-Guided Corpus Poisoning Against Neural Ranking Models
Zhiqi Huang, Vivek Datla, Zhichao Xu +3
cs.CLcs.IRarXiv:2609.01325v12026
Evaluating Stochastic Rankings with Expected Exposure
Fernando Diaz, Bhaskar Mitra, Michael D. Ekstrand +2
cs.IRarXiv:2004.13157v22020
From Matching to Generation: A Survey on Generative Information Retrieval
Xiaoxi Li, Jiajie Jin, Yujia Zhou +4
cs.IRcs.AIcs.CLarXiv:2404.14851v42024
Reducing hallucination in structured outputs via Retrieval-Augmented Generation
Patrice Béchard, Orlando Marquez Ayala
cs.LGcs.AIcs.CLarXiv:2404.08189v12024
CORE: Improving Compositional Reasoning in MLLM Embedding via Reranker Distillation
Tingyu Song, Mingxin Li, Yanzhao Zhang +5
cs.CVcs.AIcs.CLarXiv:2609.04083v12026
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identification
Hu Lu, Xuezhang Zou, Pingping Zhang
cs.CVcs.IRcs.MMarXiv:2212.00226v12022
Open-Retrieval Conversational Question Answering
Chen Qu, Liu Yang, Cen Chen +3
cs.IRcs.CLarXiv:2005.11364v12020
Distributed Submodular Maximization
Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar +1
cs.LGcs.AIcs.DCarXiv:1411.0541v22014
Graph Convolutional Matrix Completion
Rianne van den Berg, Thomas N. Kipf, Max Welling
stat.MLcs.DBcs.IRarXiv:1706.02263v22017
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
Ningyu Zhang, Luoqiu Li, Xiang Chen +5
cs.CLcs.AIcs.CVarXiv:2108.13161v72021
ROUGE 2.0: Updated and Improved Measures for Evaluation of Summarization Tasks
Kavita Ganesan
cs.IRcs.AIcs.CLarXiv:1803.01937v12018
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions
Weiyu Cheng, Yanyan Shen, Linpeng Huang
cs.LGcs.AIcs.IRarXiv:1909.03276v22019
Learning Reporting Dynamics during Breaking News for Rumour Detection in Social Media
Arkaitz Zubiaga, Maria Liakata, Rob Procter
cs.CLcs.IRcs.SIarXiv:1610.07363v12016
Reasoning with Sarcasm by Reading In-between
Yi Tay, Luu Anh Tuan, Siu Cheung Hui +1
cs.CLcs.AIcs.IRarXiv:1805.02856v12018
Recommender System as Slow and Fast Thinkers
Zichen Yuan, Xiaoxuan Dong, Linkun Dai +8
cs.IRarXiv:2609.02671v12026
Integrating Document Clustering and Topic Modeling
Pengtao Xie, Eric P. Xing
cs.LGcs.CLcs.IRarXiv:1309.6874v12013
AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction
Bin Liu, Chenxu Zhu, Guilin Li +6
cs.LGcs.IRstat.MLarXiv:2003.11235v32020
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network
Sunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa +1
cs.CLcs.IRarXiv:1906.04684v12019
Seed-Anchored Budget-Bounded Graph Rendering for Question Answering on Industry-Standard Power-Grid Information and Exchange Models
Jayakumar Manoharan, Yamini Sehgal
eess.SYcs.AIcs.IRarXiv:2609.02011v12026
Training seeds and model-selection stability in recommender-system evaluation
Juan Manuel Rodriguez, Oleg Lesota, Antonela Tommasel
cs.IRcs.LGarXiv:2609.02499v12026
Adaptive Test-Time Inference for Text2Cypher with Trace Budgeting and Selective Refinement
Makbule Gulcin Ozsoy
cs.IRarXiv:2609.02324v12026
GRAND-HC: Graph-Refined Author Name Disambiguation
Yuanhao Sun, Zhouyang Jin, Yi Xu +5
cs.IRarXiv:2609.01636v12026
Question Rewriting for Conversational Question Answering
Svitlana Vakulenko, Shayne Longpre, Zhucheng Tu +1
cs.IRcs.LGarXiv:2004.14652v32020
Genuine Information Needs of Social Scientists Looking for Data
Andrea Papenmeier, Thomas Krämer, Tanja Friedrich +2
cs.IRarXiv:2609.02303v12026
Context-aware Sequential Recommendation
Qiang Liu, Shu Wu, Diyi Wang +2
cs.IRcs.AIarXiv:1609.05787v12016
Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors
Zhi Li, Hongke Zhao, Qi Liu +3
cs.IRarXiv:1808.01075v12018
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data
Yanru Qu, Bohui Fang, Weinan Zhang +5
cs.IRcs.LGstat.MLarXiv:1807.00311v12018
Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization
Linhong Zhu, Dong Guo, Junming Yin +2
cs.SIcs.AIcs.IRarXiv:1411.3675v32014
Scalable Topical Phrase Mining from Text Corpora
Ahmed El-Kishky, Yanglei Song, Chi Wang +2
cs.CLcs.IRcs.LGarXiv:1406.6312v22014
A Power Law in Logarithm's Clothing: On the Scalability of Graph-Based Vector Search
Sajad Faghfoor Maghrebi, Navid Eslami, Niv Dayan
cs.DBcs.AIcs.IRarXiv:2609.02143v12026
Debiased Contrastive Learning for Sequential Recommendation
Yuhao Yang, Chao Huang, Lianghao Xia +3
cs.IRarXiv:2303.11780v12023
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
Junjie Zhang, Yupeng Hou, Ruobing Xie +5
cs.IRcs.CLarXiv:2310.09233v12023
Reinforced Negative Sampling over Knowledge Graph for Recommendation
Xiang Wang, Yaokun Xu, Xiangnan He +3
cs.IRcs.LGarXiv:2003.05753v12020
Beyond Context Windows: Persistent Discovery Context for Data-Centric Agents
Jalal Mahmud
cs.AIcs.IRarXiv:2609.02129v12026
How to Index Item IDs for Recommendation Foundation Models
Wenyue Hua, Shuyuan Xu, Yingqiang Ge +1
cs.IRcs.AIcs.CLarXiv:2305.06569v62023
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
Mingliang Zeng, Xu Tan, Rui Wang +3
cs.SDcs.CLcs.IRarXiv:2106.05630v12021
MultiGhostBench: A Multilingual Benchmark for Long-Form LLM-Generated Text Attribution under Distribution Shifts
Matteo Greco, Anudeex Shetty, Andrea Tagarelli +1
cs.CLcs.AIcs.CYarXiv:2609.02379v12026
Making Revisions Understandable: A Survey of Edit Intentions, Methods, and Applications
Fangping Lan, Qi Zhang, Eduard Dragut
cs.IRarXiv:2609.01610v12026
Frequency Enhanced Hybrid Attention Network for Sequential Recommendation
Xinyu Du, Huanhuan Yuan, Pengpeng Zhao +4
cs.IRarXiv:2304.09184v32023
Skim and Skip: Hierarchical Adaptive Inference for Efficient Multimodal Retrieval
Meng Gao, Yizhen Zhang, Yang Ding +10
cs.IRarXiv:2609.01613v12026
MESSY STREETS: A Benchmark for Geocoding Real-World Addresses
Edward Gaere, Florian von Wangenheim
cs.IRcs.CLarXiv:2609.01612v12026
Incident Memory: Training-Free Operational Memory through Sequential Pattern Mining and Velocity-Stratified Retrieval
Adarsh Agrawal, Rahul Suresh Babu
cs.IRarXiv:2609.01616v12026
Multi-Agent Retrieval-Augmented Generation for Efficient Cloud Knowledge Base Search in Telecom SNOC Environment
Harish Saragadam, Sudhanshu Sharma, Ipsha Routray
cs.IRcs.LGarXiv:2609.01618v12026
When Literature Data Mislead Artificial Intelligence in Materials Discovery
Qian Wang, Ying Li, Ryuhei Sato +4
cs.IRcond-mat.mtrl-scics.CEarXiv:2609.01621v12026
RecEvolve: A Knowledge-Driven Autonomous Agent System for Recommender Systems
Weidi Pan, He Ma, Shuhao Ye +6
cs.IRcs.AIcs.LGarXiv:2609.01622v12026
Hybrid Retrieval-Augmented Generation with Knowledge Graph Expansion, RRF Fusion, and Per-Chunk Grounded Evaluation for Enterprise Document Search
Harish Saragadam, Sudhanshu Sharma, Meghana Pujari
cs.IRcs.AIcs.LGarXiv:2609.01617v12026
News Recommender System: A review of recent progress, challenges, and opportunities
Shaina Raza, Chen Ding
cs.IRarXiv:2009.04964v42020
ExecRetrieval: Measuring the Functional-Correctness Gap in Code-Embedding Retrieval
Aaryan Kapoor, Md Abdullah Al Hafiz Khan
cs.SEcs.CLcs.IRarXiv:2609.01865v12026
NeoMME: A Single-Tower Multimodal-Native Multilingual Foundation Encoder for Efficient Fine-Tuning and Inference
Aurélien Lac, Tony Wu
cs.IRcs.AIcs.CVarXiv:2609.01657v12026
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression
Lukas Cavigelli, Pascal Hager, Luca Benini
cs.CVcs.AIcs.GRarXiv:1611.07233v12016
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
Ningyu Zhang, Shumin Deng, Zhanlin Sun +4
cs.IRcs.AIcs.CLarXiv:1903.01306v12019
User Behavior Simulation with Large Language Model based Agents
Lei Wang, Jingsen Zhang, Hao Yang +11
cs.IRcs.AIarXiv:2306.02552v32023
MULTI3IR: A Benchmark for Multi-perspective Multi-domain Multi-modal Information Retrieval
Seokwon Song, Sohyeon Kim, Gunhee Kim
cs.IRarXiv:2608.30949v12026
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing
Jill-Jênn Vie, Hisashi Kashima
cs.IRcs.AIcs.LGarXiv:1811.03388v22018
GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection
Shijie Zhang, Hongzhi Yin, Tong Chen +3
cs.SIcs.IRarXiv:2005.10150v12020
ICEGR: An Intent-Coherent End-to-End Generative Retrieval Framework for E-commerce Search
Jiayi Tuo, Hehan Li, Dongjun Fu +10
cs.IRarXiv:2608.29652v22026

Information Retrieval

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation

A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems

UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification

SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

VerTox: Verifiable Reward-Guided Corpus Poisoning Against Neural Ranking Models

Evaluating Stochastic Rankings with Expected Exposure

From Matching to Generation: A Survey on Generative Information Retrieval

Reducing hallucination in structured outputs via Retrieval-Augmented Generation

CORE: Improving Compositional Reasoning in MLLM Embedding via Reranker Distillation

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

Open-Retrieval Conversational Question Answering

Distributed Submodular Maximization

Graph Convolutional Matrix Completion

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

ROUGE 2.0: Updated and Improved Measures for Evaluation of Summarization Tasks

Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions

Learning Reporting Dynamics during Breaking News for Rumour Detection in Social Media

Reasoning with Sarcasm by Reading In-between

Recommender System as Slow and Fast Thinkers

Integrating Document Clustering and Topic Modeling

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction

Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network

Seed-Anchored Budget-Bounded Graph Rendering for Question Answering on Industry-Standard Power-Grid Information and Exchange Models

Training seeds and model-selection stability in recommender-system evaluation

Adaptive Test-Time Inference for Text2Cypher with Trace Budgeting and Selective Refinement

GRAND-HC: Graph-Refined Author Name Disambiguation

Question Rewriting for Conversational Question Answering

Genuine Information Needs of Social Scientists Looking for Data

Context-aware Sequential Recommendation

Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors

Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data

Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization

Scalable Topical Phrase Mining from Text Corpora

A Power Law in Logarithm's Clothing: On the Scalability of Graph-Based Vector Search

Debiased Contrastive Learning for Sequential Recommendation

AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

Reinforced Negative Sampling over Knowledge Graph for Recommendation

Beyond Context Windows: Persistent Discovery Context for Data-Centric Agents

How to Index Item IDs for Recommendation Foundation Models

MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training

MultiGhostBench: A Multilingual Benchmark for Long-Form LLM-Generated Text Attribution under Distribution Shifts

Making Revisions Understandable: A Survey of Edit Intentions, Methods, and Applications

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation

Skim and Skip: Hierarchical Adaptive Inference for Efficient Multimodal Retrieval

MESSY STREETS: A Benchmark for Geocoding Real-World Addresses

Incident Memory: Training-Free Operational Memory through Sequential Pattern Mining and Velocity-Stratified Retrieval

Multi-Agent Retrieval-Augmented Generation for Efficient Cloud Knowledge Base Search in Telecom SNOC Environment

When Literature Data Mislead Artificial Intelligence in Materials Discovery

RecEvolve: A Knowledge-Driven Autonomous Agent System for Recommender Systems

Hybrid Retrieval-Augmented Generation with Knowledge Graph Expansion, RRF Fusion, and Per-Chunk Grounded Evaluation for Enterprise Document Search

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

ExecRetrieval: Measuring the Functional-Correctness Gap in Code-Embedding Retrieval

NeoMME: A Single-Tower Multimodal-Native Multilingual Foundation Encoder for Efficient Fine-Tuning and Inference

CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks

User Behavior Simulation with Large Language Model based Agents

MULTI3IR: A Benchmark for Multi-perspective Multi-domain Multi-modal Information Retrieval

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection

ICEGR: An Intent-Coherent End-to-End Generative Retrieval Framework for E-commerce Search