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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1,201 to 1,260 of 1,626

Data Citation for Large Language Models: A Challenge
Gianmaria Silvello
cs.IRcs.AIcs.DBarXiv:2608.25663v12026
End-to-End Open-Domain Question Answering with BERTserini
Wei Yang, Yuqing Xie, Aileen Lin +5
cs.CLcs.IRarXiv:1902.01718v22019
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling
Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang +2
cs.IRcs.CLarXiv:2104.06967v22021
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents
Guillaume Jaume, Hazim Kemal Ekenel, Jean-Philippe Thiran
cs.IRcs.CVcs.LGarXiv:1905.13538v22019
Sequential Recommender Systems: Challenges, Progress and Prospects
Shoujin Wang, Liang Hu, Yan Wang +3
cs.IRcs.LGarXiv:2001.04830v12019
PUMA: Post-Hoc Sparsification of Universal Multimodal Embeddings for Efficient Retrieval
Matteo Attimonelli, Alessandro De Bellis, Franco Maria Nardini +4
cs.IRarXiv:2608.25780v12026
ECO: Efficient Convolutional Network for Online Video Understanding
Mohammadreza Zolfaghari, Kamaljeet Singh, Thomas Brox
cs.CVcs.AIcs.IRarXiv:1804.09066v22018
Rank-Deviation Quality: A Distance-Aware Metric for Multi-Answer Retrieval and Ranking Evaluation
Xiaokun Zhou, Alessandro Moschitti, Danielle Class
cs.IRarXiv:2608.25318v12026
NAIS: Neural Attentive Item Similarity Model for Recommendation
Xiangnan He, Zhankui He, Jingkuan Song +3
cs.IRarXiv:1809.07053v12018
Hypergraph Embedding Indexing for Efficient Dense Vector Retrieval
Kishore Konda
cs.IRcs.AIarXiv:2608.22980v12026
Less can be More: Relieving RAG Bottlenecks via Evidence Frontloading and Pressure-Adaptive Budgeting
Weibin Cai, Reza Zafarani
cs.CLcs.IRarXiv:2608.25115v12026
Pointing the Way, Hiding the Destination: Practical Private Dense Retrieval at Scale
Peichun Hua, Danyang Chen, Junan Zhang +5
cs.CRcs.AIcs.IRarXiv:2608.25735v12026
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation
Hongwei Wang, Fuzheng Zhang, Miao Zhao +3
cs.IRstat.MLarXiv:1901.08907v12019
Deep Learning over Multi-field Categorical Data: A Case Study on User Response Prediction
Weinan Zhang, Tianming Du, Jun Wang
cs.LGcs.IRarXiv:1601.02376v12016
Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation
Pankaj Kumar, Subhankar Mishra
cs.CLcs.AIcs.IRarXiv:2608.25922v12026
Graph Retrieval-Augmented Generation: A Survey
Boci Peng, Yun Zhu, Yongchao Liu +5
cs.AIcs.CLcs.IRarXiv:2408.08921v22024
Photo Aesthetics Ranking Network with Attributes and Content Adaptation
Shu Kong, Xiaohui Shen, Zhe Lin +2
cs.CVcs.IRcs.MMarXiv:1606.01621v22016
Document Expansion by Query Prediction
Rodrigo Nogueira, Wei Yang, Jimmy Lin +1
cs.IRcs.LGarXiv:1904.08375v22019
Influence of Pokémon Go on Physical Activity: Study and Implications
Tim Althoff, Ryen W. White, Eric Horvitz
cs.CYcs.HCcs.IRarXiv:1610.02085v22016
VisDocAgentBench: Benchmarking Agents for Visually Rich Document Retrieval
Lexiang Hu, Yanzhao Zhang, Mingxin Li +5
cs.IRcs.AIcs.CVarXiv:2608.17889v12026
Causal Intervention for Leveraging Popularity Bias in Recommendation
Yang Zhang, Fuli Feng, Xiangnan He +4
cs.IRarXiv:2105.06067v12021
Item2Vec: Neural Item Embedding for Collaborative Filtering
Oren Barkan, Noam Koenigstein
cs.LGcs.AIcs.IRarXiv:1603.04259v32016
FA*IR: A Fair Top-k Ranking Algorithm
Meike Zehlike, Francesco Bonchi, Carlos Castillo +3
cs.CYcs.IRarXiv:1706.06368v32017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
Federico Monti, Michael M. Bronstein, Xavier Bresson
cs.LGcs.IRmath.NAarXiv:1704.06803v12017
Retrieve, Match, Escalate: Accurate and Scalable Product Linking with VLM-Distilled Cross-Encoders and Agentic VLMs
Jian Wang, Steven Xu, Sanjyot Thete +5
cs.AIcs.CLcs.DBarXiv:2608.25037v12026
CRAMER: Control via Request-Aware Masking for Editing Recommenders
Zhiyuan Julian Su, Naihe Feng, Zhen Luther Qin +1
cs.IRcs.AIcs.LGarXiv:2608.25370v12026
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate
Xiao Ma, Liqin Zhao, Guan Huang +4
stat.MLcs.IRcs.LGarXiv:1804.07931v22018
Practical and Optimal LSH for Angular Distance
Alexandr Andoni, Piotr Indyk, Thijs Laarhoven +2
cs.DScs.CGcs.IRarXiv:1509.02897v12015
When Stale Constraints Go Unchecked: Budgeted Verification Failures in Inherited Agent Memory
Kazuki Nakayashiki
cs.IRcs.AIcs.CLarXiv:2608.25553v12026
A Storage-Retrieval Gap in Parametric Knowledge Graph Memory
Martino M. L. Pulici, Cuong Xuan Chu, Evgeny Kharlamov +1
cs.LGcs.CLcs.IRarXiv:2608.25489v12026
ReliableRAG: Combating Misinformation in Retrieval-Augmented Generation via Reliability-Guided Reasoning Chains
Jinpu Jiang, Xuan Wu, Wenhao Song +6
cs.CLcs.IRarXiv:2608.25487v12026
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
RetrievalRouter: Joint Modality and Architecture Selection for Document Retrieval
Emre Kuru, Mehmet Onur Keskin, Reza Farahbakhsh +1
cs.IRarXiv:2608.25625v12026
Equity of Attention: Amortizing Individual Fairness in Rankings
Asia J. Biega, Krishna P. Gummadi, Gerhard Weikum
cs.IRcs.CYarXiv:1805.01788v12018
CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
Akshay Smit, Saahil Jain, Pranav Rajpurkar +3
cs.CLcs.IRcs.LGarXiv:2004.09167v32020
Temporal Relational Ranking for Stock Prediction
Fuli Feng, Xiangnan He, Xiang Wang +3
cs.CEcs.IRq-fin.GNarXiv:1809.09441v22018
Offline bilingual word vectors, orthogonal transformations and the inverted softmax
Samuel L. Smith, David H. P. Turban, Steven Hamblin +1
cs.CLcs.AIcs.IRarXiv:1702.03859v12017
Recommender Systems in the Era of Large Language Models (LLMs)
Zihuai Zhao, Wenqi Fan, Jiatong Li +8
cs.IRcs.AIcs.CLarXiv:2307.02046v62023
A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques
Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi +4
cs.CLcs.AIcs.IRarXiv:1707.02919v22017
Top-K Off-Policy Correction for a REINFORCE Recommender System
Minmin Chen, Alex Beutel, Paul Covington +3
cs.LGcs.IRstat.MLarXiv:1812.02353v32018
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Chankyu Lee, Rajarshi Roy, Mengyao Xu +4
cs.CLcs.AIcs.IRarXiv:2405.17428v32024
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
Yikun Xian, Zuohui Fu, S. Muthukrishnan +2
cs.IRcs.LGarXiv:1906.05237v12019
Multilingual E5 Text Embeddings: A Technical Report
Liang Wang, Nan Yang, Xiaolong Huang +3
cs.CLcs.IRarXiv:2402.05672v12024
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba
Jizhe Wang, Pipei Huang, Huan Zhao +3
cs.IRcs.AIarXiv:1803.02349v22018
A Neural Influence Diffusion Model for Social Recommendation
Le Wu, Peijie Sun, Yanjie Fu +3
cs.IRcs.SIarXiv:1904.10322v12019
Sequence-Aware Recommender Systems
Massimo Quadrana, Paolo Cremonesi, Dietmar Jannach
cs.IRcs.HCarXiv:1802.08452v12018
W-RAG: Source-Aware Retrieval for Enterprise Document Generation from Heterogeneous Knowledge Bases
Hridya Dhulipala, Rajesh Ombase, Michael Wang +1
cs.SEcs.CLcs.IRarXiv:2608.22081v12026
From Click Modeling to Offline and Off-Policy Evaluation in Carousel Recommendation
Jingwei Kang
cs.IRcs.HCarXiv:2608.22022v12026
DREAM Technical Report
Bin Zhang, Bowen Zheng, Chao Yi +74
cs.IRarXiv:2608.09408v32026
VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction
Zhifei Xie, Jiaqi Lang, Ze An +7
eess.AScs.AIcs.IRarXiv:2608.26005v12026
A Survey on Conversational Recommender Systems
Dietmar Jannach, Ahtsham Manzoor, Wanling Cai +1
cs.HCcs.AIcs.IRarXiv:2004.00646v22020
Retrieval Needs Multivectors: An Exponential Separation
Mihir Agarwal, Viraj Agrawal, Sabyasachi Basu +2
cs.IRcs.DBcs.LGarXiv:2608.21494v12026
LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Haitao Li, Qian Dong, Junjie Chen +5
cs.CLcs.IRarXiv:2412.05579v22024
Retrieval-Augmented Classification of Environmental Mitigations in Hydropower Licensing Documents
Hong-Jun Yoon, Tom Ruggles, Joanna Lee +1
cs.IRcs.AIarXiv:2608.23241v12026
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks
Quanzeng You, Jiebo Luo, Hailin Jin +1
cs.CVcs.IRcs.LGarXiv:1509.06041v12015
A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics
Yunchao Gong, Qifa Ke, Michael Isard +1
cs.CVcs.IRcs.LGarXiv:1212.4522v22012
SemEval-2014 Task 9: Sentiment Analysis in Twitter
Sara Rosenthal, Preslav Nakov, Alan Ritter +1
cs.CLcs.IRcs.LGarXiv:1912.02990v12019
Training a Knowledge Base: Supervised Structure Learning for Agent-Curated Document Stores
Yu Pan, Hongfeng Yu
cs.CLcs.AIcs.IRarXiv:2608.21829v22026
End-to-End Neural Ad-hoc Ranking with Kernel Pooling
Chenyan Xiong, Zhuyun Dai, Jamie Callan +2
cs.IRcs.CLarXiv:1706.06613v12017
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting
Maria De-Arteaga, Alexey Romanov, Hanna Wallach +6
cs.IRcs.LGstat.MLarXiv:1901.09451v12019

Information Retrieval

Data Citation for Large Language Models: A Challenge

End-to-End Open-Domain Question Answering with BERTserini

Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling

FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents

Sequential Recommender Systems: Challenges, Progress and Prospects

PUMA: Post-Hoc Sparsification of Universal Multimodal Embeddings for Efficient Retrieval

ECO: Efficient Convolutional Network for Online Video Understanding

Rank-Deviation Quality: A Distance-Aware Metric for Multi-Answer Retrieval and Ranking Evaluation

NAIS: Neural Attentive Item Similarity Model for Recommendation

Hypergraph Embedding Indexing for Efficient Dense Vector Retrieval

Less can be More: Relieving RAG Bottlenecks via Evidence Frontloading and Pressure-Adaptive Budgeting

Pointing the Way, Hiding the Destination: Practical Private Dense Retrieval at Scale

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation

Deep Learning over Multi-field Categorical Data: A Case Study on User Response Prediction

Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation

Graph Retrieval-Augmented Generation: A Survey

Photo Aesthetics Ranking Network with Attributes and Content Adaptation

Document Expansion by Query Prediction

Influence of Pokémon Go on Physical Activity: Study and Implications

VisDocAgentBench: Benchmarking Agents for Visually Rich Document Retrieval

Causal Intervention for Leveraging Popularity Bias in Recommendation

Item2Vec: Neural Item Embedding for Collaborative Filtering

FA*IR: A Fair Top-k Ranking Algorithm

Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks

Retrieve, Match, Escalate: Accurate and Scalable Product Linking with VLM-Distilled Cross-Encoders and Agentic VLMs

CRAMER: Control via Request-Aware Masking for Editing Recommenders

Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate

Practical and Optimal LSH for Angular Distance

When Stale Constraints Go Unchecked: Budgeted Verification Failures in Inherited Agent Memory

A Storage-Retrieval Gap in Parametric Knowledge Graph Memory

ReliableRAG: Combating Misinformation in Retrieval-Augmented Generation via Reliability-Guided Reasoning Chains

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

RetrievalRouter: Joint Modality and Architecture Selection for Document Retrieval

Equity of Attention: Amortizing Individual Fairness in Rankings

CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

Temporal Relational Ranking for Stock Prediction

Offline bilingual word vectors, orthogonal transformations and the inverted softmax

Recommender Systems in the Era of Large Language Models (LLMs)

A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques

Top-K Off-Policy Correction for a REINFORCE Recommender System

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

Multilingual E5 Text Embeddings: A Technical Report

Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba

A Neural Influence Diffusion Model for Social Recommendation

Sequence-Aware Recommender Systems

W-RAG: Source-Aware Retrieval for Enterprise Document Generation from Heterogeneous Knowledge Bases

From Click Modeling to Offline and Off-Policy Evaluation in Carousel Recommendation

DREAM Technical Report

VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction

A Survey on Conversational Recommender Systems

Retrieval Needs Multivectors: An Exponential Separation

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Retrieval-Augmented Classification of Environmental Mitigations in Hydropower Licensing Documents

Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks

A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics

SemEval-2014 Task 9: Sentiment Analysis in Twitter

Training a Knowledge Base: Supervised Structure Learning for Agent-Curated Document Stores

End-to-End Neural Ad-hoc Ranking with Kernel Pooling

Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting