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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1,261 to 1,320 of 1,626

Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation
Ruihong Qiu, Zi Huang, Hongzhi Yin +1
cs.IRarXiv:2110.05730v22021
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
Weiwei Sun, Lingyong Yan, Xinyu Ma +5
cs.CLcs.IRarXiv:2304.09542v32023
Which Histories Matter for Time Series Forecasting? Learning Predictive Relevance with Future Supervision
Yong-Hoon Choi, Youngjin Cho
cs.IRcs.LGarXiv:2608.23221v12026
CIDEr: Consensus-based Image Description Evaluation
Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh
cs.CVcs.CLcs.IRarXiv:1411.5726v22014
PlaceSeek: Human-Centered Geospatial Retrieval of Urban Outdoor Places via Semantic Grounding and Affective Alignment
Ziqi Cui, Shangyu Lou
cs.CVcs.AIcs.IRarXiv:2608.24133v12026
Hybrid Semantic Tool Discovery for Enterprise MCP Gateway: Architecture and Implementation
Olympia Saha, Amy Wang, Srinivasan Manoharan
cs.IRcs.AIarXiv:2608.23992v12026
Large Language Models are Zero-Shot Rankers for Recommender Systems
Yupeng Hou, Junjie Zhang, Zihan Lin +4
cs.IRcs.CLarXiv:2305.08845v22023
Matched Excess-Outranker Regularization for Candidate-Set Interference in Continual Knowledge Graph Embedding
Hao Ren, Junbin Gao, Jiaojiao Jiang
cs.AIcs.DBcs.IRarXiv:2608.24273v12026
GPT-4V(ision) is a Generalist Web Agent, if Grounded
Boyuan Zheng, Boyu Gou, Jihyung Kil +2
cs.IRcs.AIcs.CLarXiv:2401.01614v22024
Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language
Songyang Zhang, Houwen Peng, Jianlong Fu +1
cs.CVcs.IRcs.MMarXiv:1912.03590v32019
Reinforcement learning based recommender systems: A survey
M. Mehdi Afsar, Trafford Crump, Behrouz Far
cs.IRarXiv:2101.06286v22021
ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms
Martin Aumüller, Erik Bernhardsson, Alexander Faithfull
cs.IRcs.DBarXiv:1807.05614v22018
A Survey of Hallucination in Large Foundation Models
Vipula Rawte, Amit Sheth, Amitava Das
cs.AIcs.CLcs.IRarXiv:2309.05922v12023
A Survey on Session-based Recommender Systems
Shoujin Wang, Longbing Cao, Yan Wang +3
cs.IRarXiv:1902.04864v32019
Uncovering the Temporal Dynamics of Diffusion Networks
Manuel Gomez Rodriguez, David Balduzzi, Bernhard Schölkopf
cs.SIcs.DScs.IRarXiv:1105.0697v12011
Learning Intents behind Interactions with Knowledge Graph for Recommendation
Xiang Wang, Tinglin Huang, Dingxian Wang +4
cs.IRcs.AIarXiv:2102.07057v12021
Sentiment Analysis Based on Deep Learning: A Comparative Study
Nhan Cach Dang, María N. Moreno-García, Fernando De la Prieta
cs.CLcs.IRcs.LGarXiv:2006.03541v12020
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
Wayne Xin Zhao, Shanlei Mu, Yupeng Hou +16
cs.IRarXiv:2011.01731v32020
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
Junliang Yu, Hongzhi Yin, Jundong Li +3
cs.IRcs.SIarXiv:2101.06448v42021
Global Context Enhanced Graph Neural Networks for Session-based Recommendation
Ziyang Wang, Wei Wei, Gao Cong +3
cs.IRarXiv:2106.05081v12021
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation
Xin Xia, Hongzhi Yin, Junliang Yu +3
cs.IRarXiv:2012.06852v52020
Large Language Models for Information Retrieval: A Survey
Yutao Zhu, Huaying Yuan, Shuting Wang +7
cs.CLcs.IRarXiv:2308.07107v52023
Novelty and Collective Attention
Fang Wu, Bernardo A. Huberman
cs.CYcs.IRphysics.soc-pharXiv:0704.1158v12007
On the complexity of nonnegative matrix factorization
Stephen A. Vavasis
math.NAcs.IRarXiv:0708.4149v22007
Measuring contextual citation impact of scientific journals
Henk F. Moed
cs.DLcs.IRarXiv:0911.2632v12009
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
cs.IRarXiv:2107.05720v12021
FMA: A Dataset For Music Analysis
Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst +1
cs.SDcs.IRarXiv:1612.01840v32016
Structurally-bounded Agentic Graph Exploration for Evidence-Grounded Scholarly DeepSearch
Rima Hazra, Sayan Layek, Somnath Banerjee +2
cs.CLcs.IRarXiv:2608.24809v12026
Large Dual Encoders Are Generalizable Retrievers
Jianmo Ni, Chen Qu, Jing Lu +8
cs.IRcs.CLarXiv:2112.07899v12021
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach
Lei Chen, Le Wu, Richang Hong +2
cs.IRcs.LGstat.MLarXiv:2001.10167v12020
Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems
Uday Allu, Sonu Kedia, Tanmay Odapally +1
cs.IRcs.AIarXiv:2604.04936v12026
RetrievalFormer: A Dual-Encoder Transformer for Efficient Approximate Nearest Neighbor Retrieval and Cold-Item Recommendation
Theodore Rogers, Joe Standerfer, Dmitrii Timoshenko +3
cs.IRcs.LGarXiv:2608.24079v12026
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang +4
cs.LGcs.IRstat.MLarXiv:1905.04413v32019
STAR: Semantic Table Representation with Header-Aware Clustering and Adaptive Weighted Fusion
Shui-Hsiang Hsu, Tsung-Hsiang Chou, Chen-Jui Yu +1
cs.IRarXiv:2601.15860v12026
CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table Retrieval
Tsung-Hsiang Chou, Chen-Jui Yu, Shui-Hsiang Hsu +1
cs.IRarXiv:2601.15849v12026
LMK > CLS: Landmark Pooling for Dense Embeddings
Meet Doshi, Aashka Trivedi, Vishwajeet Kumar +5
cs.CLcs.IRarXiv:2601.21525v12026
PARTAB: Partition-Aware Reasoning with Structured Evidence for Scalable Table Understanding
Md Mahadi Hasan Nahid, Davood Rafiei
cs.CLcs.AIcs.IRarXiv:2608.24082v12026
Influence Guided Sampling for Domain Adaptation of Text Retrievers
Meet Doshi, Vishwajeet Kumar, Yulong Li +1
cs.IRcs.CLarXiv:2601.21759v12026
Tlow: Flow-based Item Tokenizer for Recommendation
Nian Li, Chonggang Song, Jingtao Ding +3
cs.IRcs.AIarXiv:2608.24176v12026
SQLite is Enough. Lexical, Semantic, and Hybrid Search with scrydb
Timo Breuer
cs.IRcs.CLcs.DBarXiv:2608.24060v12026
The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review
Ivens Portugal, Paulo Alencar, Donald Cowan
cs.SEcs.IRcs.LGarXiv:1511.05263v42015
RANKVIDEO: Reasoning Reranking for Text-to-Video Retrieval
Tyler Skow, Alexander Martin, Benjamin Van Durme +2
cs.IRcs.CVarXiv:2602.02444v22026
Col-Bandit: Query-Time Top-$K$ Estimation for Late-Interaction Retrieval
Roi Pony, Adi Raz Goldfarb, Oshri Naparstek +3
cs.IRarXiv:2602.02827v22026
Unbiased Learning-to-Rank with Biased Feedback
Thorsten Joachims, Adith Swaminathan, Tobias Schnabel
cs.IRcs.LGarXiv:1608.04468v12016
Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation
Benyu Zhang, Qiang Zhang, Jianpeng Cheng +10
cs.IRcs.AIarXiv:2602.07298v32026
QP-OneModel: A Unified Generative LLM for Multi-Task Query Understanding in Xiaohongshu Search
Jianzhao Huang, Xiaorui Huang, Fei Zhao +9
cs.IRcs.CLarXiv:2602.09901v12026
A Simple Convolutional Generative Network for Next Item Recommendation
Fajie Yuan, Alexandros Karatzoglou, Ioannis Arapakis +2
cs.IRcs.LGstat.MLarXiv:1808.05163v42018
DiagramBank: A Quality-Audited Dataset of Scientific Schematic Diagrams with Multi-Level Document Context
Ling Yue, Tingwen Zhang, Jiaying Wang +2
cs.IRcs.AIarXiv:2604.20857v22026
Legal RAG Bench: an end-to-end benchmark for legal RAG
Abdur-Rahman Butler, Umar Butler
cs.CLcs.IRcs.LGarXiv:2603.01710v12026
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models
Jun Wang, Lantao Yu, Weinan Zhang +5
cs.IRcs.LGarXiv:1705.10513v22017
Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation
Andrea Giuseppe Di Francesco, Andrea Rubbi, Pietro Liò
cs.LGcs.IRarXiv:2603.07233v12026
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches
Maurizio Ferrari Dacrema, Paolo Cremonesi, Dietmar Jannach
cs.IRcs.LGcs.NEarXiv:1907.06902v32019
Summaries:한국어
BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
Duyi Pan, Tianao Lou, Xin Li +5
cs.IRcs.DBarXiv:2603.20309v12026
RAG Collapse: LLM Responses Collapse When Retrieved Documents Are Self-Authored
Gregory Druck, Ethan Smith
cs.CLcs.IRarXiv:2608.22118v12026
When Documents Disagree: Measuring Institutional Variation in Transplant Guidance with Retrieval-Augmented Language Models
Yubo Li, Ramayya Krishnan, Rema Padman
cs.IRcs.AIarXiv:2603.21460v12026
Tortured phrases: A dubious writing style emerging in science. Evidence of critical issues affecting established journals
Guillaume Cabanac, Cyril Labbé, Alexander Magazinov
cs.DLcs.CLcs.CYarXiv:2107.06751v12021
DamageScope: Vision-Language Retrieval at Scale for Disaster Damage Assessment from Satellite Imagery
Ravi K. Rajendran, Biplob Debnath, Murugan Sankaradas +1
cs.CVcs.CLcs.IRarXiv:2608.21529v12026
Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts
Pekka Malo, Ankur Sinha, Pyry Takala +2
cs.CLcs.IRq-fin.CParXiv:1307.5336v22013
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models
Antoine Edy, Max Conti, Quentin Macé
cs.IRcs.AIcs.CLarXiv:2603.26259v22026
Text Data Integration
Md Ataur Rahman, Dimitris Sacharidis, Oscar Romero +1
cs.CLcs.IRarXiv:2603.27055v12026

Information Retrieval

Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Which Histories Matter for Time Series Forecasting? Learning Predictive Relevance with Future Supervision

CIDEr: Consensus-based Image Description Evaluation

PlaceSeek: Human-Centered Geospatial Retrieval of Urban Outdoor Places via Semantic Grounding and Affective Alignment

Hybrid Semantic Tool Discovery for Enterprise MCP Gateway: Architecture and Implementation

Large Language Models are Zero-Shot Rankers for Recommender Systems

Matched Excess-Outranker Regularization for Candidate-Set Interference in Continual Knowledge Graph Embedding

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

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

Reinforcement learning based recommender systems: A survey

ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms

A Survey of Hallucination in Large Foundation Models

A Survey on Session-based Recommender Systems

Uncovering the Temporal Dynamics of Diffusion Networks

Learning Intents behind Interactions with Knowledge Graph for Recommendation

Sentiment Analysis Based on Deep Learning: A Comparative Study

RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation

Global Context Enhanced Graph Neural Networks for Session-based Recommendation

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation

Large Language Models for Information Retrieval: A Survey

Novelty and Collective Attention

On the complexity of nonnegative matrix factorization

Measuring contextual citation impact of scientific journals

SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking

FMA: A Dataset For Music Analysis

Structurally-bounded Agentic Graph Exploration for Evidence-Grounded Scholarly DeepSearch

Large Dual Encoders Are Generalizable Retrievers

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach

Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems

RetrievalFormer: A Dual-Encoder Transformer for Efficient Approximate Nearest Neighbor Retrieval and Cold-Item Recommendation

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

STAR: Semantic Table Representation with Header-Aware Clustering and Adaptive Weighted Fusion

CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table Retrieval

LMK > CLS: Landmark Pooling for Dense Embeddings

PARTAB: Partition-Aware Reasoning with Structured Evidence for Scalable Table Understanding

Influence Guided Sampling for Domain Adaptation of Text Retrievers

Tlow: Flow-based Item Tokenizer for Recommendation

SQLite is Enough. Lexical, Semantic, and Hybrid Search with scrydb

The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review

RANKVIDEO: Reasoning Reranking for Text-to-Video Retrieval

Col-Bandit: Query-Time Top-$K$ Estimation for Late-Interaction Retrieval

Unbiased Learning-to-Rank with Biased Feedback

Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation

QP-OneModel: A Unified Generative LLM for Multi-Task Query Understanding in Xiaohongshu Search

A Simple Convolutional Generative Network for Next Item Recommendation

DiagramBank: A Quality-Audited Dataset of Scientific Schematic Diagrams with Multi-Level Document Context

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

IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models

Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation

Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches

BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs

RAG Collapse: LLM Responses Collapse When Retrieved Documents Are Self-Authored

When Documents Disagree: Measuring Institutional Variation in Transplant Guidance with Retrieval-Augmented Language Models

Tortured phrases: A dubious writing style emerging in science. Evidence of critical issues affecting established journals

DamageScope: Vision-Language Retrieval at Scale for Disaster Damage Assessment from Satellite Imagery

Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts

Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models

Text Data Integration