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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421 to 480 of 1,625

Metric Learning for Adversarial Robustness
Chengzhi Mao, Ziyuan Zhong, Junfeng Yang +2
cs.LGcs.CRcs.CVarXiv:1909.00900v22019
On the Use of ArXiv as a Dataset
Colin B. Clement, Matthew Bierbaum, Kevin P. O'Keeffe +1
cs.IRcs.LGcs.SIarXiv:1905.00075v12019
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths
Boyu Chen, Zirui Guo, Zidan Yang +5
cs.CLcs.AIcs.IRarXiv:2502.14902v22025
SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support
Xingyan Liu, Xiyue Luo, Linyu Li +3
cs.IRcs.AIcs.SEarXiv:2604.08618v22026
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
Agent Learning via Early Experience
Kai Zhang, Xiangchao Chen, Bo Liu +27
cs.AIcs.CLcs.IRarXiv:2510.08558v32025
A Survey of Distributed Data Aggregation Algorithms
Paulo Jesus, Carlos Baquero, Paulo Sérgio Almeida
cs.DCcs.DScs.IRarXiv:1110.0725v12011
Ctrl-F-Resist. Practices, Challenges, and Technical Needs of Civil Society Organizations Monitoring the Far-Right Online
Elisabeth Steffen, Helena Mihaljević
cs.HCcs.AIcs.CLarXiv:2609.00808v12026
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge
Ryan J. Gallagher, Kyle Reing, David Kale +1
cs.CLcs.IRcs.ITarXiv:1611.10277v42016
Position Focused Attention Network for Image-Text Matching
Yaxiong Wang, Hao Yang, Xueming Qian +4
cs.CLcs.IRcs.LGarXiv:1907.09748v12019
Open Benchmarking for Click-Through Rate Prediction
Jieming Zhu, Jinyang Liu, Shuai Yang +2
cs.IRcs.AIarXiv:2009.05794v62020
Sources of Truth: A Multi-Platform, Multilingual Audit of Citations in AI Mental Health Information Queries
Phuong Anh Nguyen, Jill Noorily, Matthew Flathers +7
cs.CYcs.CLcs.IRarXiv:2609.00319v12026
ViDoRe Benchmark V2: Raising the Bar for Visual Retrieval
Quentin Macé, António Loison, Manuel Faysse
cs.IRarXiv:2505.17166v22025
Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation
Chang Liu, Xiaoguang Li, Guohao Cai +3
cs.IRarXiv:2103.03578v12021
Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in Southeast Asia
Burak Satar, Zhixin Ma, Cheng Yu-Tong +3
cs.CVcs.AIcs.CLarXiv:2608.23065v12026
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
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
Yashar Deldjoo, Zhankui He, Julian McAuley +7
cs.IRcs.AIarXiv:2404.00579v22024
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
Qiuchen Wang, Ruixue Ding, Zehui Chen +4
cs.CVcs.AIcs.CLarXiv:2502.18017v22025
A Review of Keyphrase Extraction
Eirini Papagiannopoulou, Grigorios Tsoumakas
cs.CLcs.IRarXiv:1905.05044v22019
Web Price Extraction: State of the Art and an Adaptive Browserless Implementation
Evgeniia Kositsyna, Jorge Lloret-Gazo
cs.IRcs.LGcs.NEarXiv:2609.01030v12026
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection
Kai Nakamura, Sharon Levy, William Yang Wang
cs.CLcs.CYcs.IRarXiv:1911.03854v22019
ReasonIR: Training Retrievers for Reasoning Tasks
Rulin Shao, Rui Qiao, Varsha Kishore +8
cs.AIcs.CLcs.IRarXiv:2504.20595v12025
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos
Xubin Ren, Lingrui Xu, Long Xia +3
cs.IRcs.AIcs.CVarXiv:2502.01549v12025
PaSa: An LLM Agent for Comprehensive Academic Paper Search
Yichen He, Guanhua Huang, Peiyuan Feng +4
cs.IRcs.LGarXiv:2501.10120v22025
Poisoning Retrieval Corpora by Injecting Adversarial Passages
Zexuan Zhong, Ziqing Huang, Alexander Wettig +1
cs.CLcs.IRarXiv:2310.19156v12023
Generative Next POI Recommendation with Semantic ID
Dongsheng Wang, Yuxi Huang, Shen Gao +3
cs.IRarXiv:2506.01375v22025
SPAR: Enhancing Industrial-Scale Generative POI Recommendation via Real-World Spatial Perception
Fangye Wang, Yunjin Gu, Haowen Lin +4
cs.IRarXiv:2609.02062v12026
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions
Shailja Gupta, Rajesh Ranjan, Surya Narayan Singh
cs.CLcs.AIcs.IRarXiv:2410.12837v12024
Group-Aware Adaptive Retrieval for Evidence Navigation
June Park, Jun Kwon, Jonghyo Kim +1
cs.IRarXiv:2609.02188v12026
Federated Neural Collaborative Filtering
Vasileios Perifanis, Pavlos S. Efraimidis
cs.IRcs.CRcs.LGarXiv:2106.04405v22021
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces
Jiahang Cao, Jinyuan Fang, Zaiqiao Meng +1
cs.LGcs.AIcs.CLarXiv:2211.03536v22022
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
Wenlin Zhang, Xiangyang Li, Kuicai Dong +9
cs.IRarXiv:2505.14069v32025
Influence Function based Data Poisoning Attacks to Top-N Recommender Systems
Minghong Fang, Neil Zhenqiang Gong, Jia Liu
cs.CRcs.IRcs.LGarXiv:2002.08025v32020
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks
Chanwoo Jeong, Sion Jang, Hyuna Shin +2
cs.CLcs.IRcs.LGarXiv:1903.06464v12019
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
Haoyu Han, Li Ma, Yu Wang +9
cs.IRarXiv:2502.11371v32025
Beyond Modality Harmony: Orthogonal Purification and Topology-Guided MoE for Conflict-Aware Multimodal Recommendation
Jialin Liu, Zhaorui Zhang, Ray C. C. Cheung
cs.IRcs.AIarXiv:2609.02152v12026
LLM4AIGQ: LLM-based AI Guidance Query Generation Framework for Multi Interest Mining
Xiangchen Pan, Jiayi Xu, Jing Wang +2
cs.IRarXiv:2609.03674v12026
DeepAgent: A General Reasoning Agent with Scalable Toolsets
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin +8
cs.AIcs.CLcs.IRarXiv:2510.21618v32025
KGGen: Extracting Knowledge Graphs from Plain Text with Language Models
Belinda Mo, Kyssen Yu, Joshua Kazdan +6
cs.CLcs.AIcs.IRarXiv:2502.09956v22025
Generating Long Semantic IDs in Parallel for Recommendation
Yupeng Hou, Jiacheng Li, Ashley Shin +6
cs.IRarXiv:2506.05781v12025
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization
Ziliang Wang, Xuhui Zheng, Kang An +4
cs.CLcs.AIcs.IRarXiv:2505.15107v22025
Personalized News Recommendation with Context Trees
Florent Garcin, Christos Dimitrakakis, Boi Faltings
cs.IRcs.LGstat.MLarXiv:1303.0665v22013
Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations
Yuhao Yang, Zhi Ji, Zhaopeng Li +8
cs.IRcs.AIarXiv:2503.02453v12025
Overview of the TREC 2022 deep learning track
Nick Craswell, Bhaskar Mitra, Emine Yilmaz +4
cs.IRcs.AIcs.CLarXiv:2507.10865v12025
PlanSightRAG: A Visual-First Multimodal RAG for Automating Question Answering and Compliance Checking for Civil Standard Plans
Nabaraj Subedi, Shuvo Dip Datta, Ahmed Abdelaty +1
cs.IRcs.CLcs.CVarXiv:2608.26091v12026
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
Shijie Wang, Wenqi Fan, Yue Feng +4
cs.IRarXiv:2501.02226v22025
DiffKG: Knowledge Graph Diffusion Model for Recommendation
Yangqin Jiang, Yuhao Yang, Lianghao Xia +1
cs.IRarXiv:2312.16890v12023
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
Ryota Tanaka, Taichi Iki, Taku Hasegawa +3
cs.CLcs.AIcs.CVarXiv:2504.09795v12025
Better Summarization Evaluation with Word Embeddings for ROUGE
Jun-Ping Ng, Viktoria Abrecht
cs.CLcs.IRarXiv:1508.06034v12015
iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making
Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum
cs.LGcs.IRstat.MLarXiv:1806.01059v22018
MUSES: A Benchmark for Prospective Intellectual-Roots Retrieval
Rohan Pandey, Sunjae Kwon, Hong Yu
cs.IRarXiv:2609.00313v12026
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning
Marc Marone, Orion Weller, William Fleshman +3
cs.CLcs.IRcs.LGarXiv:2509.06888v12025
Maximum Inner-Product Search using Tree Data-structures
Parikshit Ram, Alexander G. Gray
cs.CGcs.DScs.IRarXiv:1202.6101v12012
Collaborative Topic Regression with Social Matrix Factorization for Recommendation Systems
Sanjay Purushotham, Yan Liu, C. -C. Jay Kuo
cs.IRcs.SIarXiv:1206.4684v12012
Simrank++: Query rewriting through link analysis of the click graph
Ioannis Antonellis, Hector Garcia-Molina, Chi-Chao Chang
cs.DLcs.DBcs.IRarXiv:0712.0499v12007
Quasar: Datasets for Question Answering by Search and Reading
Bhuwan Dhingra, Kathryn Mazaitis, William W. Cohen
cs.CLcs.IRcs.LGarXiv:1707.03904v22017
The PGM-index: a multicriteria, compressed and learned approach to data indexing
Paolo Ferragina, Giorgio Vinciguerra
cs.DScs.DBcs.IRarXiv:1910.06169v12019
Rank1: Test-Time Compute for Reranking in Information Retrieval
Orion Weller, Kathryn Ricci, Eugene Yang +3
cs.IRcs.CLcs.LGarXiv:2502.18418v22025
jina-embeddings-v3: Multilingual Embeddings With Task LoRA
Saba Sturua, Isabelle Mohr, Mohammad Kalim Akram +8
cs.CLcs.AIcs.IRarXiv:2409.10173v32024
hLLM: Single Pass Decoding for Generative Reranking
Emil Laftchiev, Prachi Agrawal, Moe Kayali +7
cs.LGcs.AIcs.IRarXiv:2609.01807v12026

Information Retrieval

Metric Learning for Adversarial Robustness

On the Use of ArXiv as a Dataset

PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths

SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support

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

Agent Learning via Early Experience

A Survey of Distributed Data Aggregation Algorithms

Ctrl-F-Resist. Practices, Challenges, and Technical Needs of Civil Society Organizations Monitoring the Far-Right Online

Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge

Position Focused Attention Network for Image-Text Matching

Open Benchmarking for Click-Through Rate Prediction

Sources of Truth: A Multi-Platform, Multilingual Audit of Citations in AI Mental Health Information Queries

ViDoRe Benchmark V2: Raising the Bar for Visual Retrieval

Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation

Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in Southeast Asia

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

A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)

ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents

A Review of Keyphrase Extraction

Web Price Extraction: State of the Art and an Adaptive Browserless Implementation

r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection

ReasonIR: Training Retrievers for Reasoning Tasks

VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos

PaSa: An LLM Agent for Comprehensive Academic Paper Search

Poisoning Retrieval Corpora by Injecting Adversarial Passages

Generative Next POI Recommendation with Semantic ID

SPAR: Enhancing Industrial-Scale Generative POI Recommendation via Real-World Spatial Perception

A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions

Group-Aware Adaptive Retrieval for Evidence Navigation

Federated Neural Collaborative Filtering

Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces

Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning

Influence Function based Data Poisoning Attacks to Top-N Recommender Systems

A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks

RAG vs. GraphRAG: A Systematic Evaluation and Key Insights

Beyond Modality Harmony: Orthogonal Purification and Topology-Guided MoE for Conflict-Aware Multimodal Recommendation

LLM4AIGQ: LLM-based AI Guidance Query Generation Framework for Multi Interest Mining

DeepAgent: A General Reasoning Agent with Scalable Toolsets

KGGen: Extracting Knowledge Graphs from Plain Text with Language Models

Generating Long Semantic IDs in Parallel for Recommendation

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

Personalized News Recommendation with Context Trees

Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations

Overview of the TREC 2022 deep learning track

PlanSightRAG: A Visual-First Multimodal RAG for Automating Question Answering and Compliance Checking for Civil Standard Plans

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation

DiffKG: Knowledge Graph Diffusion Model for Recommendation

VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents

Better Summarization Evaluation with Word Embeddings for ROUGE

iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making

MUSES: A Benchmark for Prospective Intellectual-Roots Retrieval

mmBERT: A Modern Multilingual Encoder with Annealed Language Learning

Maximum Inner-Product Search using Tree Data-structures

Collaborative Topic Regression with Social Matrix Factorization for Recommendation Systems

Simrank++: Query rewriting through link analysis of the click graph

Quasar: Datasets for Question Answering by Search and Reading

The PGM-index: a multicriteria, compressed and learned approach to data indexing

Rank1: Test-Time Compute for Reranking in Information Retrieval

jina-embeddings-v3: Multilingual Embeddings With Task LoRA

hLLM: Single Pass Decoding for Generative Reranking