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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2,161 to 2,220 of 2,732

Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System
Jiaxi Tang, Ke Wang
cs.LGcs.IRstat.MLarXiv:1809.07428v12018
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings
Micael Carvalho, Rémi Cadène, David Picard +3
cs.CLcs.CVcs.IRarXiv:1804.11146v12018
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges
Jiajia Wang, Jimmy X. Huang, Xinhui Tu +4
cs.IRcs.AIcs.CLarXiv:2403.00784v12024
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers
Miloš Košprdić, Adela Ljajić, Bojana Bašaragin +2
cs.IRcs.AIcs.CLarXiv:2402.18589v12024
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
Ningyu Zhang, Mosha Chen, Zhen Bi +20
cs.CLcs.AIcs.IRarXiv:2106.08087v62021
Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models
Zhuoran Jin, Pengfei Cao, Yubo Chen +5
cs.CLcs.AIcs.IRarXiv:2402.14409v12024
LightThinker: Thinking Step-by-Step Compression
Jintian Zhang, Yuqi Zhu, Mengshu Sun +6
cs.CLcs.AIcs.IRarXiv:2502.15589v22025
FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning
Chuhan Wu, Fangzhao Wu, Xiting Wang +2
cs.IRarXiv:2006.16742v22020
Embedding Models for Episodic Knowledge Graphs
Yunpu Ma, Volker Tresp, Erik Daxberger
cs.AIcs.IRcs.LGarXiv:1807.00228v22018
Diffusion Augmentation for Sequential Recommendation
Qidong Liu, Fan Yan, Xiangyu Zhao +4
cs.IRcs.AIarXiv:2309.12858v12023
Question's Gambit: The First Move Matters in Agentic Deep Search
Radin Hamidi Rad, Amin Bigdeli, Negar Arabzadeh +4
cs.AIcs.CLcs.IRarXiv:2609.14412v12026
Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching
Pierre-François Marteau
cs.IRarXiv:cs/0703033v52007
AgentWebRec: Compact Evidence Fusion over the Agent Web for Personalized Recommendation
Haoran Qiang, Guannan Liu, Liang Zhang +1
cs.IRarXiv:2610.01705v12026
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths
Boyu Chen, Zirui Guo, Zidan Yang +5
cs.CLcs.AIcs.IRarXiv:2502.14902v22025
Learning to structure data from user-generated thematic corpora
Elishay Avram, Oren Glickman, Elad Yom-Tov
cs.IRarXiv:2610.01463v12026
Fairness-Aware Explainable Recommendation over Knowledge Graphs
Zuohui Fu, Yikun Xian, Ruoyuan Gao +8
cs.IRcs.AIcs.SIarXiv:2006.02046v22020
Construction of FuzzyFind Dictionary using Golay Coding Transformation for Searching Applications
Kamran Kowsari, Maryam Yammahi, Nima Bari +3
cs.DBcs.AIcs.DSarXiv:1503.06483v12015
Short Text Topic Modeling Techniques, Applications, and Performance: A Survey
Qiang Jipeng, Qian Zhenyu, Li Yun +2
cs.IRcs.CLarXiv:1904.07695v12019
Autoregressive Search Engines: Generating Substrings as Document Identifiers
Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis +3
cs.CLcs.IRarXiv:2204.10628v12022
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
Shuofei Qiao, Yunxiang Wei, Jiazheng Fan +8
cs.AIcs.CLcs.IRarXiv:2605.22878v12026
RepBERT: Contextualized Text Embeddings for First-Stage Retrieval
Jingtao Zhan, Jiaxin Mao, Yiqun Liu +2
cs.IRarXiv:2006.15498v22020
Tagging, Folksonomy & Co - Renaissance of Manual Indexing?
Jakob Voss
cs.IRarXiv:cs/0701072v22007
The Multilingual Amazon Reviews Corpus
Phillip Keung, Yichao Lu, György Szarvas +1
cs.CLcs.IRcs.LGarXiv:2010.02573v12020
No\=esis: Deterministic-First Retrieval with Two-Tier Context Hydration for Factuality-Critical Queries on Small Local Models
Nicola Cogotti
cs.IRcs.AIcs.CLarXiv:2609.07663v12026
Corpus-based Learning of Analogies and Semantic Relations
Peter D. Turney, Michael L. Littman
cs.LGcs.CLcs.IRarXiv:cs/0508103v12005
Knowledge Tracing with Sequential Key-Value Memory Networks
Ghodai Abdelrahman, Qing Wang
cs.LGcs.AIcs.IRarXiv:1910.13197v12019
PailitaoGR: Latent Think-with-Images for Generative Image Retrieval
Xiaomeng Fan, Yueran Liu, Shengyu Zhou +6
cs.CVcs.AIcs.IRarXiv:2608.26658v12026
Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users
Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang +5
cs.IRcs.AIarXiv:2105.04785v12021
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation
An Yan, Shuo Cheng, Wang-Cheng Kang +2
cs.IRcs.LGarXiv:1908.09972v12019
Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum
Zhuoning Guo, Mingxin Li, Yanzhao Zhang +3
cs.CVcs.AIcs.CLarXiv:2510.27571v12025
Evaluating Sakana's AI Scientist: Bold Claims, Mixed Results, and a Promising Future?
Joeran Beel, Min-Yen Kan, Moritz Baumgart
cs.IRcs.AIcs.LGarXiv:2502.14297v32025
Food Recommendation: Framework, Existing Solutions and Challenges
Weiqing Min, Shuqiang Jiang, Ramesh Jain
cs.CYcs.IRcs.MMarXiv:1905.06269v22019
Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
cs.AIcs.IRarXiv:1707.05176v32017
Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests
Jingjie Ning, João Coelho, Yibo Kong +5
cs.IRcs.CLarXiv:2601.17617v32026
LP-MusicCaps: LLM-Based Pseudo Music Captioning
SeungHeon Doh, Keunwoo Choi, Jongpil Lee +1
cs.SDcs.IRcs.MMarXiv:2307.16372v12023
SGPT: GPT Sentence Embeddings for Semantic Search
Niklas Muennighoff
cs.CLcs.AIcs.IRarXiv:2202.08904v52022
Scalable and Effective Generative Information Retrieval
Hansi Zeng, Chen Luo, Bowen Jin +3
cs.IRarXiv:2311.09134v12023
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
Yuhan Li, Xinni Zhang, Linhao Luo +4
cs.IRcs.CLarXiv:2502.12586v12025
A Neural Autoregressive Approach to Collaborative Filtering
Yin Zheng, Bangsheng Tang, Wenkui Ding +1
cs.IRcs.LGstat.MLarXiv:1605.09477v12016
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Omar Khattab, Arnav Singhvi, Paridhi Maheshwari +10
cs.CLcs.AIcs.IRarXiv:2310.03714v12023
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search
Mengzhao Wang, Xiaoliang Xu, Qiang Yue +1
cs.IRcs.DBarXiv:2101.12631v22021
Relevance is not enough: A Communication-Oriented Retrieval System for Consequential Scientific Question Answering
Avina Nakarmi, Naga Datha Saikiran Battula, Anthony Diaz +1
cs.IRarXiv:2609.06222v12026
RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
David Rohde, Stephen Bonner, Travis Dunlop +2
cs.IRcs.LGarXiv:1808.00720v22018
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks
Weiping Song, Chence Shi, Zhiping Xiao +4
cs.IRcs.AIcs.LGarXiv:1810.11921v22018
Text Embeddings by Weakly-Supervised Contrastive Pre-training
Liang Wang, Nan Yang, Xiaolong Huang +5
cs.CLcs.IRarXiv:2212.03533v22022
A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence Gathering
Songeun Lee, Kyungjin Min, Injae Na +3
cs.AIcs.IRarXiv:2609.04981v12026
Linear Recurrent Units for Sequential Recommendation
Zhenrui Yue, Yueqi Wang, Zhankui He +3
cs.IRarXiv:2310.02367v22023
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
Hamel Husain, Ho-Hsiang Wu, Tiferet Gazit +2
cs.LGcs.IRcs.SEarXiv:1909.09436v32019
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models
Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin
cs.IRcs.CLarXiv:2309.15088v12023
Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization
Linhong Zhu, Dong Guo, Junming Yin +2
cs.SIcs.AIcs.IRarXiv:1411.3675v32014
Retrieving Supporting Evidence for Generative Question Answering
Siqing Huo, Negar Arabzadeh, Charles L. A. Clarke
cs.IRarXiv:2309.11392v12023
BERT with History Answer Embedding for Conversational Question Answering
Chen Qu, Liu Yang, Minghui Qiu +3
cs.IRarXiv:1905.05412v22019
Cost Characterization of Vertically Partitioned Federated Knowledge Graphs
Md Saikat Islam Khan Bappy, Oshani Seneviratne
cs.AIcs.DBcs.IRarXiv:2609.13664v12026
The Other Half of Workflow Portability: Evidence-Backed HPC Site Profiles with Agentic Discovery
Md Saiful Islam, Douglas Thain
cs.DCcs.IRarXiv:2610.00971v12026
Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval
Suhyeong Park, Junha Jung, Jungwoo Park +1
cs.IRcs.AIcs.CLarXiv:2607.04605v22026
Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer
Chongming Gao, Kexin Huang, Ziang Fei +6
cs.IRarXiv:2501.07212v12025
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
Mintong Kang, Nezihe Merve Gürel, Ning Yu +2
cs.AIcs.CLcs.IRarXiv:2402.03181v52024
CANOPY: Adaptive-Granularity Evidence Compression for Multimodal RAG
Hyojeong Yun, Jueun Kim, Wook-Shin Han
cs.IRarXiv:2610.00923v12026
Towards a Densing Law for User Representation Learning at Billion-Scale Capacity
Bin Dou, Junru Zhang, Zhaoyi Yuan +6
cs.IRcs.AIarXiv:2608.23392v12026
Simrank++: Query rewriting through link analysis of the click graph
Ioannis Antonellis, Hector Garcia-Molina, Chi-Chao Chang
cs.DLcs.DBcs.IRarXiv:0712.0499v12007

Information Retrieval

Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System

Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings

Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges

Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models

LightThinker: Thinking Step-by-Step Compression

FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning

Embedding Models for Episodic Knowledge Graphs

Diffusion Augmentation for Sequential Recommendation

Question's Gambit: The First Move Matters in Agentic Deep Search

Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching

AgentWebRec: Compact Evidence Fusion over the Agent Web for Personalized Recommendation

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

Learning to structure data from user-generated thematic corpora

Fairness-Aware Explainable Recommendation over Knowledge Graphs

Construction of FuzzyFind Dictionary using Golay Coding Transformation for Searching Applications

Short Text Topic Modeling Techniques, Applications, and Performance: A Survey

Autoregressive Search Engines: Generating Substrings as Document Identifiers

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

RepBERT: Contextualized Text Embeddings for First-Stage Retrieval

Tagging, Folksonomy & Co - Renaissance of Manual Indexing?

The Multilingual Amazon Reviews Corpus

No\=esis: Deterministic-First Retrieval with Two-Tier Context Hydration for Factuality-Critical Queries on Small Local Models

Corpus-based Learning of Analogies and Semantic Relations

Knowledge Tracing with Sequential Key-Value Memory Networks

PailitaoGR: Latent Think-with-Images for Generative Image Retrieval

Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation

Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum

Evaluating Sakana's AI Scientist: Bold Claims, Mixed Results, and a Promising Future?

Food Recommendation: Framework, Existing Solutions and Challenges

Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking

Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests

LP-MusicCaps: LLM-Based Pseudo Music Captioning

SGPT: GPT Sentence Embeddings for Semantic Search

Scalable and Effective Generative Information Retrieval

G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation

A Neural Autoregressive Approach to Collaborative Filtering

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search

Relevance is not enough: A Communication-Oriented Retrieval System for Consequential Scientific Question Answering

RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

Text Embeddings by Weakly-Supervised Contrastive Pre-training

A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence Gathering

Linear Recurrent Units for Sequential Recommendation

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models

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

Retrieving Supporting Evidence for Generative Question Answering

BERT with History Answer Embedding for Conversational Question Answering

Cost Characterization of Vertically Partitioned Federated Knowledge Graphs

The Other Half of Workflow Portability: Evidence-Backed HPC Site Profiles with Agentic Discovery

Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval

Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer

C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models

CANOPY: Adaptive-Granularity Evidence Compression for Multimodal RAG

Towards a Densing Law for User Representation Learning at Billion-Scale Capacity

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