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Large Language Models for Information Retrieval: A Survey
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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The limitations of term co-occurrence data for query expansion in document retrieval systems
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Statistical language modeling for information retrieval
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Query reformulation for dynamic information integration
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DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index
inferredcites →https://doi.org/10.1016/0306-4573(83)90062-6openalex-snapshot
Introduction to modern information retrieval
inferredcites →https://doi.org/10.1016/j.ipm.2019.05.009openalex-snapshot
Query expansion techniques for information retrieval: A survey
inferredcites →https://doi.org/10.1017/cbo9780511809071openalex-snapshot
Introduction to Information Retrieval
inferredcites →https://doi.org/10.1109/dac63849.2025.11133191openalex-snapshot
MAGE: A Multi-Agent Engine for Automated RTL Code Generation
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Inverted files for text search engines
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Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
inferredcites →https://doi.org/10.1145/1183614openalex-snapshot
Proceedings of the 15th ACM international conference on Information and knowledge management - CIKM '06
inferredcites →https://doi.org/10.1145/1390156openalex-snapshot
Proceedings of the 25th international conference on Machine learning - ICML '08
inferredcites →https://doi.org/10.1145/2442080.2442084openalex-snapshot
Automatic thesaurus construction for cross generation corpus
inferredcites →https://doi.org/10.1145/290941openalex-snapshot
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
inferredcites →https://doi.org/10.1145/296854.277632openalex-snapshot
Inverted files versus signature files for text indexing
inferredcites →https://doi.org/10.1145/314516.314519openalex-snapshot
A corpus analysis approach for automatic query expansion and its extension to multiple databases
inferredcites →https://doi.org/10.1145/3357384openalex-snapshot
Proceedings of the 28th ACM International Conference on Information and Knowledge Management
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Perspectives on Large Language Models for Relevance Judgment
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A vector space model for automatic indexing
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Ranked List Truncation for Large Language Model-based Re-Ranking
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Synthetic Test Collections for Retrieval Evaluation
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Dense Text Retrieval Based on Pretrained Language Models: A Survey
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Proceedings of the 34th ACM International Conference on Information and Knowledge Management
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Cumulated gain-based evaluation of IR techniques
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How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering
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Questions Are All You Need to Train a Dense Passage Retriever
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From Eliza to XiaoIce: challenges and opportunities with social chatbots
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-mainopenalex-snapshot
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlpopenalex-snapshot
Findings of the Association for Computational Linguistics: EMNLP 2021
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.249openalex-snapshot
Improving Passage Retrieval with Zero-Shot Question Generation
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.669openalex-snapshot
Large Dual Encoders Are Generalizable Retrievers
inferredcites →https://doi.org/10.18653/v1/2022.findings-aclopenalex-snapshot
Findings of the Association for Computational Linguistics: ACL 2022
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-main.585openalex-snapshot
Query2doc: Query Expansion with Large Language Models
inferredcites →https://doi.org/10.18653/v1/2023.findings-emnlpopenalex-snapshot
Findings of the Association for Computational Linguistics: EMNLP 2023
inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.54openalex-snapshot
Large Language Models for Data Annotation and Synthesis: A Survey
inferredcites →https://doi.org/10.18653/v1/2025.findings-aclopenalex-snapshot
Findings of the Association for Computational Linguistics: ACL 2025
inferredcites →https://doi.org/10.18653/v1/d19-1openalex-snapshot
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
inferredcites →https://doi.org/10.2200/s01123ed1v01y202108hlt053openalex-snapshot
Pretrained Transformers for Text Ranking: BERT and Beyond
inferredcites →https://doi.org/10.3115/1075218openalex-snapshot
Proceedings of the 38th Annual Meeting on Association for Computational Linguistics - ACL '00
inferredcites →https://doi.org/10.3115/1613715openalex-snapshot
Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP '08
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.48550/arxiv.2208.03299openalex-snapshot
Atlas: Few-shot Learning with Retrieval Augmented Language Models
inferredcites →https://doi.org/10.48550/arxiv.2312.13010openalex-snapshot
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation
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AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing
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From Search Rankings to Answer Rankings: Generative Search and the Transformation of Online Visibility
inferred← citeshttps://doi.org/10.1109/ojcoms.2026.3680064openalex-snapshot
LLMs and IoT: A Comprehensive Survey on Large Language Models and the Internet of Things
inferred← citeshttps://doi.org/10.1109/pacificvis68791.2026.00021openalex-snapshot
InScribe: Intelligent Augmentation of Natural-Language Statements with Data Facts
inferred← citeshttps://doi.org/10.1109/tai.2024.3428519openalex-snapshot
A Survey on Symbolic Knowledge Distillation of Large Language Models
inferred← citeshttps://doi.org/10.1109/taslpro.2025.3622944openalex-snapshot
Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1109/tcomm.2026.3700473openalex-snapshot
Reliable LLM-Based Edge-Cloud-Expert Cascades for Telecom Knowledge Systems
inferred← citeshttps://doi.org/10.1109/tcsvt.2024.3350695openalex-snapshot
CKDH: CLIP-Based Knowledge Distillation Hashing for Cross-Modal Retrieval
inferred← citeshttps://doi.org/10.1109/tpami.2025.3576835openalex-snapshot
The Synergy Between Data and Multi-Modal Large Language Models: A Survey From Co-Development Perspective
inferred← citeshttps://doi.org/10.1109/tsc.2025.3586091openalex-snapshot
Is Your AI Truly Yours? Leveraging Blockchain for Copyrights, Provenance, and Lineage
inferred← citeshttps://doi.org/10.1109/tse.2026.3657900openalex-snapshot
Agentic Recommender Systems: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1111/tgis.13282openalex-snapshot
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events
inferred← citeshttps://doi.org/10.1111/tgis.13283openalex-snapshot
GISphere Knowledge Graph for Geography Education: Recommending Graduate Geographic Information System/Science Programs
inferred← citeshttps://doi.org/10.1117/12.3035606openalex-snapshot
Decision support in a smart greenhouse using large language model with retrieval augmented generation
inferred← citeshttps://doi.org/10.1145/3626772.3657671openalex-snapshot
An Integrated Data Processing Framework for Pretraining Foundation Models
inferred← citeshttps://doi.org/10.1145/3677389.3702598openalex-snapshot
Cognitive-Aware User Search Behavior Simulation
inferred← citeshttps://doi.org/10.1145/3703155openalex-snapshot
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
inferred← citeshttps://doi.org/10.1145/3705328.3748129openalex-snapshot
A Media Content Recommendation Method for Playlist Curators using LLM-Based Query Expansion
inferred← citeshttps://doi.org/10.1145/3726302.3731950openalex-snapshot
MAAQR: An LLM-based Multi-Agent Framework for Adaptive Query Rewriting in Alipay Search
inferred← citeshttps://doi.org/10.1145/3746252.3761355openalex-snapshot
Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1145/3767695.3769493openalex-snapshot
Do Large Language Models Favor Recent Content? A Study on Recency Bias in LLM-Based Reranking
inferred← citeshttps://doi.org/10.1145/3770855.3818318openalex-snapshot
Aligning Large Language Models with Searcher Preferences
inferred← citeshttps://doi.org/10.1145/3770855.3818386openalex-snapshot
DynaTree: Dynamic Agentic Retrieval Tree for Time-Sensitive News Retrieval
inferred← citeshttps://doi.org/10.1145/3774748.3795680openalex-snapshot
LLM-Native Applications: Toward a New Paradigm in Software Engineering
inferred← citeshttps://doi.org/10.1145/3774904.3792358openalex-snapshot
When to Trust: A Causality-Aware Calibration Framework for Accurate Knowledge Graph Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1145/3774904.3792815openalex-snapshot
Accurate and Efficient Personalized Query Rewriting in Baidu Search
inferred← citeshttps://doi.org/10.1145/3777486openalex-snapshot
Toward Integrating AI Chat and Search: A User-Centered Perspective across Age Groups
inferred← citeshttps://doi.org/10.1145/3786304.3787919openalex-snapshot
ImmiGo - An Adaptive Multilingual Chatbot for Immigration Assistance
inferred← citeshttps://doi.org/10.1145/3788867openalex-snapshot
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task
inferred← citeshttps://doi.org/10.1145/3805696.3846065openalex-snapshot
Can LLMs Identify Advisor-Advisee Relationships in Coauthorship Network Based on Publication Metadata?
inferred← citeshttps://doi.org/10.1145/3805712.3808372openalex-snapshot
Labadain Chat: A Conversational Agent for the Tetun Language
inferred← citeshttps://doi.org/10.1145/3805712.3808385openalex-snapshot
EasyRAG: A Beginner-Friendly and Interactive Framework for Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1145/3805712.3808457openalex-snapshot
RAG-Enhanced Large Language Models for Dynamic Content Expiration Prediction in Web Search
inferred← citeshttps://doi.org/10.1145/3805712.3808502openalex-snapshot
Agentic Query Reformulation for Contextualized Hyper-Personalized Product Search
inferred← citeshttps://doi.org/10.1145/3805712.3808546openalex-snapshot
Towards Inclusive Retrieval-Augmented Generation: Challenges and Opportunities for Cognitively Impaired Users
inferred← citeshttps://doi.org/10.1145/3805712.3809575openalex-snapshot
Internalizing Explicit Reasoning into Latent Space for Dense Retrieval
inferred← citeshttps://doi.org/10.1145/3805712.3809852openalex-snapshot
Diagnosing LLM Reranker Behavior Under Fixed Evidence Pools
inferred← citeshttps://doi.org/10.1145/3805712.3809934openalex-snapshot
G-CoS: An Interpretable Gain-Cost Framework for User Satisfaction Estimation in Generative Information Retrieval
inferred← citeshttps://doi.org/10.1145/3816046.3816209openalex-snapshot
“I’M BLIND, ChatGPT”: Interactional Breakdown and Repair in LLM-based Conversational AI for Visually Impaired Users
inferred← citeshttps://doi.org/10.1145/3827583openalex-snapshot
Introduction to the Special Issue on Query Performance Prediction
inferred← citeshttps://doi.org/10.1146/annurev-control-022823-033813openalex-snapshot
Generative AI Agents for Knowledge Work Augmentation in Finance
inferred← citeshttps://doi.org/10.1186/s13040-025-00458-5openalex-snapshot
Enhancing hepatopathy clinical trial efficiency: a secure, large language model-powered pre-screening pipeline
inferred← citeshttps://doi.org/10.1365/s35764-025-00575-0openalex-snapshot
Eine KI-Reise im Mittelstand
inferred← citeshttps://doi.org/10.1609/aaai.v39i24.34813openalex-snapshot
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
inferred← citeshttps://doi.org/10.1609/aaaiss.v3i1.31195openalex-snapshot
ASMR: Aggregated Semantic Matching Retrieval Unleashing Commonsense Ability of LLM through Open-Ended Question Answering
inferred← citeshttps://doi.org/10.1609/aaaiss.v3i1.31197openalex-snapshot
Domain-specific Embeddings for Question-Answering Systems: FAQs for Health Coaching
inferred← citeshttps://doi.org/10.18653/v1/2023.emnlp-main.116openalex-snapshot
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval
inferred← citeshttps://doi.org/10.18653/v1/2023.emnlp-main.768openalex-snapshot
Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback
inferred← citeshttps://doi.org/10.18653/v1/2023.emnlp-main.923openalex-snapshot
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.398openalex-snapshot
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.86openalex-snapshot
Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search
inferred← citeshttps://doi.org/10.18653/v1/2024.naacl-long.4openalex-snapshot
Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study
inferred← citeshttps://doi.org/10.20944/preprints202408.1823.v1openalex-snapshot
Embeddings in Literature Screening: A Gentle Introduction to Vectorial Semantics for Life Science Investigators
inferred← citeshttps://doi.org/10.2118/227906-msopenalex-snapshot
Modular Framework Integrating Large Language Models with Drilling Hazard Detection Systems to Provide Operational Context-Informed Interpretations and Recommended Actions
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3806145/v1openalex-snapshot
Adaptive Query Contextualization Algorithm for Enhanced Information Retrieval in Alpaca LLM
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3810235/v1openalex-snapshot
LLaMALoop: Enhancing Information Retrieval in LLaMA with Semantic Relevance Feedback Loop
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3828707/v1openalex-snapshot
Probabilistic Inference Layer Integration in Mistral LLM for Accurate Information Retrieval
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3847100/v1openalex-snapshot
Reinforcement Learning for Optimized Information Retrieval in LLaMA
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3987793/v1openalex-snapshot
Comparative Evaluation of Commercial Large Language Models on PromptBench: An English and Chinese Perspective
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4430993/v1openalex-snapshot
Prompting and In-Context Learning: Optimizing Prompts for Mistral Large
inferred← citeshttps://doi.org/10.2139/ssrn.4636121openalex-snapshot
Large Language Models and Information Retrieval
inferred← citeshttps://doi.org/10.2139/ssrn.5135573openalex-snapshot
A Comprehensive Survey on the Integration of Reinforcement Learning and NLP for Stock Market Trading
inferred← citeshttps://doi.org/10.2139/ssrn.5340542openalex-snapshot
Reconstruction of Landslide Events Using Llm-Based Agentic Ai with Multimodal Data
inferred← citeshttps://doi.org/10.2139/ssrn.5362197openalex-snapshot
Sequential Large Language Model-Based Hyper-Parameter Optimization
inferred← citeshttps://doi.org/10.2196/85626openalex-snapshot
Exploring Information Access in Aging Populations and Those With Dementia and Mild Cognitive Impairment in the United Kingdom: Survey and Focus Group Study
inferred← citeshttps://doi.org/10.2196/preprints.106749openalex-snapshot
Scalable Context Reduction of Longitudinal Clinical Notes for Downstream Artificial Intelligence Applications Using a Fine-Tuned Open-Source Language Model (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.85626openalex-snapshot
Exploring Information Access in the UK Ageing, Dementia, & Mild Cognitive Impairment Population: A Survey and Focus Group Study (Preprint)
inferred← citeshttps://doi.org/10.3103/s0005105524700328openalex-snapshot
Comparison of Approaches to the Extraction of Mathematical Methods from Scientific Texts
inferred← citeshttps://doi.org/10.31219/osf.io/ac4spopenalex-snapshot
A Survey of Reasoning with Foundation Models
inferred← citeshttps://doi.org/10.31219/osf.io/ns2v3openalex-snapshot
Implementing Retrieval-Augmented Generation (RAG) for Large Language Models to Build Confidence in Traditional Chinese Medicine
inferred← citeshttps://doi.org/10.33379/gtech.v8i1.3959openalex-snapshot
Comparative Analysis of NLP Techniques for Hate Speech Classification in Online Communications
inferred← citeshttps://doi.org/10.3384/9789181181814openalex-snapshot
AI and Challenges to Personal Data and Data Protection in Research
inferred← citeshttps://doi.org/10.3390/histories5040059openalex-snapshot
Minimal Computing and Weak AI for Historical Research: The Case of Early Modern Church Administration
inferred← citeshttps://doi.org/10.36227/techrxiv.170473976.61241065/v1openalex-snapshot
GPT-Neo-CRV: Elevating Information Accuracy in GPT-Neo with Cross-Referential Validation
inferred← citeshttps://doi.org/10.36227/techrxiv.170956672.21573677/v1openalex-snapshot
Evaluating Large Language Models: ChatGPT-4, Mistral 8x7B, and Google Gemini Benchmarked Against MMLU
inferred← citeshttps://doi.org/10.36948/ijfmr.2023.v05i06.8841openalex-snapshot
Large Language Models and Information Retrieval
inferred← citeshttps://doi.org/10.4018/979-8-3373-9325-4.ch012openalex-snapshot
Transforming Digital Marketing Communication Through Generative Engine Optimization
inferred← citeshttps://doi.org/10.5121/csit.2024.1405114openalex-snapshot
ChatGPT Alternative Solutions: Large Language Models Survey
inferred← citeshttps://doi.org/10.56238/arev7n11-118openalex-snapshot
THE RISE OF LARGE LANGUAGE MODELS: A BEGINNER’S SURVEY
inferred← citeshttps://doi.org/10.5753/jbcs.2026.5703openalex-snapshot
Turbocharging Brazilian Mergers and Acquisitions: Questions & Answers Evaluation
inferred← citeshttps://doi.org/10.5753/sbbd.2025.246998openalex-snapshot
Enhancing ML Explainability with Multi-Agent LLMs: A Context-Aware XAI Approach
inferred← citeshttps://doi.org/10.5753/wcama.2025.8219openalex-snapshot
Interpreting ML in Ecology: A RAG-Based Approach to Explainability in Species Distribution Modeling
inferred← citeshttps://doi.org/10.62411/faith.3048-3719-377openalex-snapshot
LLM-Compiled Wikis for Cross-Institutional Policy Retrieval: A Benchmark on Chinese University Grant Policies
inferred← citeshttps://doi.org/10.63278/1474openalex-snapshot
Advanced Information Retrieval Techniques in the Big Data Era: Trends, Challenges, and Applications
inferred← citeshttps://doi.org/10.7717/peerj-cs.3204openalex-snapshot
Multi-LLM information retrieval pipeline for extracting deep learning methodologies in biodiversity research
inferred← citeshttps://doi.org/10.7759/cureus.65343openalex-snapshot
A Blinded Comparison of Three Generative Artificial Intelligence Chatbots for Orthopaedic Surgery Therapeutic Questions
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