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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1,801 to 1,860 of 2,751

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
Shuang Sun, Huatong Song, Yuhao Wang +10
cs.CLcs.AIcs.IRarXiv:2505.16834v32025
CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search
Hansi Zeng, Liam Collins, Bhuvesh Kumar +2
cs.AIcs.CLcs.IRarXiv:2604.17555v22026
Introducing LETOR 4.0 Datasets
Tao Qin, Tie-Yan Liu
cs.IRarXiv:1306.2597v12013
A Survey of Multimodal Retrieval-Augmented Generation
Lang Mei, Siyu Mo, Zhihan Yang +1
cs.IRcs.AIcs.CLarXiv:2504.08748v12025
AutoConcept: Training-Free Concept-Guided Reranking for Metadata-Available Composed Image Retrieval
Tianyu Wang, Tianjiao Wu
cs.IRcs.CLarXiv:2609.01456v12026
Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
Yupeng Hou, Jiacheng Li, Xiangjun Fu +4
cs.IRarXiv:2403.03952v22024
Learning over Knowledge-Base Embeddings for Recommendation
Yongfeng Zhang, Qingyao Ai, Xu Chen +1
cs.IRarXiv:1803.06540v22018
Open-Domain Question Answering Goes Conversational via Question Rewriting
Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu +3
cs.IRcs.CLarXiv:2010.04898v32020
DDTCDR: Deep Dual Transfer Cross Domain Recommendation
Pan Li, Alexander Tuzhilin
cs.IRcs.LGarXiv:1910.05189v12019
OneRec Technical Report
Guorui Zhou, Jiaxin Deng, Jinghao Zhang +62
cs.IRarXiv:2506.13695v42025
AutoData: A Multi-Agent System for Open Web Data Collection
Tianyi Ma, Yiyue Qian, Zheyuan Zhang +9
cs.IRcs.AIarXiv:2505.15859v12025
Post-Generation Verification Dominates Retrieval Optimization: A 2^4 Factorial Ablation of RAG Pipeline Features
Ng S. T. Chong
cs.IRarXiv:2609.35774v12026
Session-based Recommendations with Recurrent Neural Networks
Balázs Hidasi, Alexandros Karatzoglou, Linas Baltrunas +1
cs.LGcs.IRcs.NEarXiv:1511.06939v42015
Learning from Natural Language Feedback for Personalized Question Answering
Alireza Salemi, Hamed Zamani
cs.CLcs.AIcs.IRarXiv:2508.10695v22025
End-to-End Retrieval in Continuous Space
Daniel Gillick, Alessandro Presta, Gaurav Singh Tomar
cs.IRcs.CLcs.LGarXiv:1811.08008v12018
Deep Learning Recommendation Model for Personalization and Recommendation Systems
Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi +21
cs.IRcs.LGarXiv:1906.00091v12019
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization
Ziliang Wang, Xuhui Zheng, Kang An +4
cs.CLcs.AIcs.IRarXiv:2505.15107v22025
SelfDR: Self-Distillation from Reasoning for LLM-Based Recommendation
Chumeng Jiang, Jiayin Wang, Xinjie Lin +3
cs.IRarXiv:2609.03313v12026
Evaluating Link Prediction Methods
Yang Yang, Ryan N. Lichtenwalter, Nitesh V. Chawla
cs.IRcs.DBcs.SIarXiv:1505.04094v12015
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System
Xinshi Chen, Shuang Li, Hui Li +3
cs.LGcs.IRstat.MLarXiv:1812.10613v32018
Bias and Debias in Recommender System: A Survey and Future Directions
Jiawei Chen, Hande Dong, Xiang Wang +3
cs.IRarXiv:2010.03240v22020
Sequential Recommendation with Self-Attentive Multi-Adversarial Network
Ruiyang Ren, Zhaoyang Liu, Yaliang Li +4
cs.IRcs.LGarXiv:2005.10602v12020
Statistically Significant Detection of Linguistic Change
Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi +1
cs.CLcs.IRcs.LGarXiv:1411.3315v12014
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
Xuejiao Zhao, Siyan Liu, Su-Yin Yang +1
cs.CLcs.AIcs.IRarXiv:2502.04413v22025
From Interests to Semantic IDs: Retrieval-Grounded Credit Assignment for Generative Recommendation
Mengdan Zhu, Yufan Zhao, Yao Zhao +5
cs.IRcs.AIarXiv:2609.29983v12026
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
Wenhan Liu, Xinyu Ma, Weiwei Sun +4
cs.IRcs.AIcs.CLarXiv:2508.07050v32025
Better Summarization Evaluation with Word Embeddings for ROUGE
Jun-Ping Ng, Viktoria Abrecht
cs.CLcs.IRarXiv:1508.06034v12015
A Comprehensive Survey on Deep Graph Representation Learning
Wei Ju, Zheng Fang, Yiyang Gu +13
cs.LGcs.AIcs.IRarXiv:2304.05055v32023
Corporate-Family Resolution Is Not a String-Matching Problem: A Public Benchmark Stratified by Name Visibility
Harshit Gupta
cs.DBcs.IRcs.LGarXiv:2609.04269v12026
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems
Jiani Zhang, Xingjian Shi, Shenglin Zhao +1
cs.IRcs.LGcs.SIarXiv:1905.13129v12019
Visually-Aware Fashion Recommendation and Design with Generative Image Models
Wang-Cheng Kang, Chen Fang, Zhaowen Wang +1
cs.CVcs.AIcs.HCarXiv:1711.02231v12017
GRAND-HC: Graph-Refined Author Name Disambiguation
Yuanhao Sun, Zhouyang Jin, Yi Xu +5
cs.IRarXiv:2609.01636v12026
Explainable Recommendation via Multi-Task Learning in Opinionated Text Data
Nan Wang, Hongning Wang, Yiling Jia +1
cs.IRcs.AIarXiv:1806.03568v12018
Croissant: A Metadata Format for ML-Ready Datasets
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti +28
cs.LGcs.AIcs.DBarXiv:2403.19546v32024
Approaching Human-Level Forecasting with Language Models
Danny Halawi, Fred Zhang, Chen Yueh-Han +1
cs.LGcs.AIcs.CLarXiv:2402.18563v12024
Missing vs. Unused Knowledge Hypothesis for Language Model Bottlenecks in Patent Understanding
Siyang Wu, Honglin Bao, Nadav Kunievsky +1
cs.CLcs.CYcs.DLarXiv:2505.12452v42025
GPT-4V(ision) is a Generalist Web Agent, if Grounded
Boyuan Zheng, Boyu Gou, Jihyung Kil +2
cs.IRcs.AIcs.CLarXiv:2401.01614v22024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
Shicheng Xu, Liang Pang, Mo Yu +4
cs.CLcs.AIcs.IRarXiv:2402.18150v22024
Fair Feed Ranking for Participatory Budgeting
Carina I. Hausladen
cs.CYcs.IRarXiv:2609.29819v12026
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation
Yitong Pang, Lingfei Wu, Qi Shen +6
cs.IRcs.AIarXiv:2107.03813v42021
Social Recommendation with Self-Supervised Metagraph Informax Network
Xiaoling Long, Chao Huang, Yong Xu +4
cs.IRcs.AIarXiv:2110.03958v12021
On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability
Yongkang Li, Panagiotis Eustratiadis, Yixing Fan +1
cs.IRcs.CLarXiv:2604.16576v12026
MultiVENT-Raw: A Benchmark for Retrieval and Reasoning over Raw Videos
Reno Kriz, David Etter, Alexander Martin +11
cs.CVcs.IRarXiv:2609.28437v12026
DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems
Xiangyu Zhao, Changsheng Gu, Haoshenglun Zhang +4
cs.IRcs.LGarXiv:1909.03602v32019
Ranking in evolving complex networks
Hao Liao, Manuel Sebastian Mariani, Matus Medo +2
physics.soc-phcs.DLcs.IRarXiv:1704.08027v12017
Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language
Songyang Zhang, Houwen Peng, Jianlong Fu +1
cs.CVcs.IRcs.MMarXiv:1912.03590v32019
Legal RAG Bench: an end-to-end benchmark for legal RAG
Abdur-Rahman Butler, Umar Butler
cs.CLcs.IRcs.LGarXiv:2603.01710v12026
Faithful to the Original: Fact Aware Neural Abstractive Summarization
Ziqiang Cao, Furu Wei, Wenjie Li +1
cs.IRcs.CLarXiv:1711.04434v12017
Learning Intents behind Interactions with Knowledge Graph for Recommendation
Xiang Wang, Tinglin Huang, Dingxian Wang +4
cs.IRcs.AIarXiv:2102.07057v12021
Counterfactual Explainable Recommendation
Juntao Tan, Shuyuan Xu, Yingqiang Ge +3
cs.IRcs.LGarXiv:2108.10539v32021
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
Oren Barkan, Yahlly Schein, Yehonatan Elisha +3
cs.IRcs.AIcs.LGarXiv:2511.18047v12025
Heterogeneous Graph Contrastive Learning for Recommendation
Mengru Chen, Chao Huang, Lianghao Xia +3
cs.IRarXiv:2303.00995v12023
Query expansion techniques for information retrieval: A survey
Hiteshwar Kumar Azad, Akshay Deepak
cs.IRarXiv:1708.00247v22017
Query Expansion with Locally-Trained Word Embeddings
Fernando Diaz, Bhaskar Mitra, Nick Craswell
cs.IRcs.CLarXiv:1605.07891v22016
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
Kun Zhou, Wayne Xin Zhao, Shuqing Bian +3
cs.CLcs.AIcs.IRarXiv:2007.04032v12020
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge
Ryan J. Gallagher, Kyle Reing, David Kale +1
cs.CLcs.IRcs.ITarXiv:1611.10277v42016
Evaluating AI Recruitment Sourcing Tools by Human Preference
Vladimir Slaykovskiy, Maksim Zvegintsev, Yury Sakhonchyk +1
cs.IRcs.AIarXiv:2504.02463v12025
Content-Based Citation Recommendation
Chandra Bhagavatula, Sergey Feldman, Russell Power +1
cs.CLcs.DLcs.IRarXiv:1802.08301v12018
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
Zhiheng Xi, Chenyang Liao, Guanyu Li +12
cs.CLcs.IRcs.LGarXiv:2511.08325v12025
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset
Dan Saattrup Nielsen, Ryan McConville
cs.LGcs.CLcs.CYarXiv:2202.11684v22022

Information Retrieval

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis

CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search

Introducing LETOR 4.0 Datasets

A Survey of Multimodal Retrieval-Augmented Generation

AutoConcept: Training-Free Concept-Guided Reranking for Metadata-Available Composed Image Retrieval

Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Learning over Knowledge-Base Embeddings for Recommendation

Open-Domain Question Answering Goes Conversational via Question Rewriting

DDTCDR: Deep Dual Transfer Cross Domain Recommendation

OneRec Technical Report

AutoData: A Multi-Agent System for Open Web Data Collection

Post-Generation Verification Dominates Retrieval Optimization: A 2^4 Factorial Ablation of RAG Pipeline Features

Session-based Recommendations with Recurrent Neural Networks

Learning from Natural Language Feedback for Personalized Question Answering

End-to-End Retrieval in Continuous Space

Deep Learning Recommendation Model for Personalization and Recommendation Systems

StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization

SelfDR: Self-Distillation from Reasoning for LLM-Based Recommendation

Evaluating Link Prediction Methods

Generative Adversarial User Model for Reinforcement Learning Based Recommendation System

Bias and Debias in Recommender System: A Survey and Future Directions

Sequential Recommendation with Self-Attentive Multi-Adversarial Network

Statistically Significant Detection of Linguistic Change

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot

From Interests to Semantic IDs: Retrieval-Grounded Credit Assignment for Generative Recommendation

ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability

Better Summarization Evaluation with Word Embeddings for ROUGE

A Comprehensive Survey on Deep Graph Representation Learning

Corporate-Family Resolution Is Not a String-Matching Problem: A Public Benchmark Stratified by Name Visibility

STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems

Visually-Aware Fashion Recommendation and Design with Generative Image Models

GRAND-HC: Graph-Refined Author Name Disambiguation

Explainable Recommendation via Multi-Task Learning in Opinionated Text Data

Croissant: A Metadata Format for ML-Ready Datasets

Approaching Human-Level Forecasting with Language Models

Missing vs. Unused Knowledge Hypothesis for Language Model Bottlenecks in Patent Understanding

GPT-4V(ision) is a Generalist Web Agent, if Grounded

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

Fair Feed Ranking for Participatory Budgeting

Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation

Social Recommendation with Self-Supervised Metagraph Informax Network

On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability

MultiVENT-Raw: A Benchmark for Retrieval and Reasoning over Raw Videos

DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems

Ranking in evolving complex networks

Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language

Legal RAG Bench: an end-to-end benchmark for legal RAG

Faithful to the Original: Fact Aware Neural Abstractive Summarization

Learning Intents behind Interactions with Knowledge Graph for Recommendation

Counterfactual Explainable Recommendation

Fidelity-Aware Recommendation Explanations via Stochastic Path Integration

Heterogeneous Graph Contrastive Learning for Recommendation

Query expansion techniques for information retrieval: A survey

Query Expansion with Locally-Trained Word Embeddings

Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion

Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge

Evaluating AI Recruitment Sourcing Tools by Human Preference

Content-Based Citation Recommendation

AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress

MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset