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Dense Text Retrieval Based on Pretrained Language Models: A Survey
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Learning to Rank for Information Retrieval and Natural Language Processing
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Term-weighting approaches in automatic text retrieval
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Product Quantization for Nearest Neighbor Search
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A Survey on Learning to Hash
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Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs
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Zero-Shot Dense Retrieval Based on Query Expansion
inferred← citeshttps://doi.org/10.1007/978-981-96-4722-4_22openalex-snapshot
A Machine Learning Approach to Optimizing Recommendation Systems Via Natural Noise Detection and Filtering
inferred← citeshttps://doi.org/10.1007/978-981-96-8003-0_34openalex-snapshot
Using ER Algorithm to Improve Information Retrieval Efficiency in Big Data Environment
inferred← citeshttps://doi.org/10.1007/978-981-99-8296-7_25openalex-snapshot
Improving Human Resources’ Efficiency with a Generative AI-Based Resume Analysis Solution
inferred← citeshttps://doi.org/10.1007/978-981-99-9119-8_32openalex-snapshot
Deployment and Comparison of Large Language Models Based on Virtual Cluster
inferred← citeshttps://doi.org/10.1007/s00521-024-10113-5openalex-snapshot
Pipeline and dataset generation for automated fact-checking in almost any language
inferred← citeshttps://doi.org/10.1007/s00778-024-00886-5openalex-snapshot
LIST: learning to index spatio-textual data for embedding based spatial keyword queries
inferred← citeshttps://doi.org/10.1007/s10115-025-02601-4openalex-snapshot
Learning to rank under uncertainty: a robust neural approach
inferred← citeshttps://doi.org/10.1007/s10618-026-01220-zopenalex-snapshot
Bmqexpander: ontology-guided query expansion for biomedical document retrieval using large language models
inferred← citeshttps://doi.org/10.1007/s10791-024-09435-8openalex-snapshot
Injecting the score of the first-stage retriever as text improves BERT-based re-rankers
inferred← citeshttps://doi.org/10.1007/s10994-025-06964-1openalex-snapshot
A Regularization Framework for Gender Bias Mitigation in Dense Neural Rankers
inferred← citeshttps://doi.org/10.1007/s11042-026-21269-8openalex-snapshot
Mirrored dendrograms: An unsupervised semi-structured and feature-based interactive data visualization tool
inferred← citeshttps://doi.org/10.1007/s11042-026-21924-0openalex-snapshot
RECUR: Retrieval-Based customer review analysis framework utilizing nonparametric masked language modeling
inferred← citeshttps://doi.org/10.1007/s12145-026-02081-2openalex-snapshot
A deep learning matching method for geological spatial entities and descriptive texts
inferred← citeshttps://doi.org/10.1007/s12599-023-00843-6openalex-snapshot
SJORS: A Semantic Recommender System for Journalists
inferred← citeshttps://doi.org/10.1007/s12626-026-00217-wopenalex-snapshot
Vi2FC: A Two-Stage Framework for Automatic Fact Verification on Vietnamese Texts
inferred← citeshttps://doi.org/10.1007/s41060-026-01219-1openalex-snapshot
Effective query-independent vector pruning for dense retrieval
inferred← citeshttps://doi.org/10.1007/s44443-026-00604-xopenalex-snapshot
Anchored dense-chain pseudo-relevance feedback: sequential state refinement for neural retrieval
inferred← citeshttps://doi.org/10.1016/j.array.2026.101135openalex-snapshot
ASG-LLM: An LLM-based pipeline for automated scraping code generation in security-sensitive environments
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.114025openalex-snapshot
Knowledge-augmented large language model-based framework for adverse drug reaction analysis
inferred← citeshttps://doi.org/10.1016/j.autcon.2025.106756openalex-snapshot
Early-stage architecture design assistance by LLMs and knowledge graphs
inferred← citeshttps://doi.org/10.1016/j.cjche.2026.05.013openalex-snapshot
Research progress of domain-specific large language models for chemical materials
inferred← citeshttps://doi.org/10.1016/j.cosrev.2026.100925openalex-snapshot
From vectors to knowledge graphs: A comprehensive analysis of modern retrieval-augmented generation architectures
inferred← citeshttps://doi.org/10.1016/j.cosrev.2026.101058openalex-snapshot
A survey of information retrieval and recommender systems in the era of large language models: Two sides of the same task
inferred← citeshttps://doi.org/10.1016/j.engappai.2026.116399openalex-snapshot
Context-engineered question answering for multi-format construction safety documentation
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.127977openalex-snapshot
BiG: A bidirectional group-wise contrastive learning method for multi-label text classification
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133921openalex-snapshot
Retrieval is NOT always needed: Exploring the timing of retrieval in dynamic retrieval-augmented generation
inferred← citeshttps://doi.org/10.1016/j.ijmedinf.2024.105760openalex-snapshot
Real-time assistance in suicide prevention helplines using a deep learning-based recommender system: A randomized controlled trial
inferred← citeshttps://doi.org/10.1016/j.imavis.2026.105926openalex-snapshot
DSAC-Hash: Distribution-Similarity-Aware Cross-modal Hashing
inferred← citeshttps://doi.org/10.1016/j.infsof.2026.108040openalex-snapshot
Towards bias-free recruitment: Adversarial contrastive tuning for LLM-based resume screening
inferred← citeshttps://doi.org/10.1016/j.ins.2024.121368openalex-snapshot
Advancing continual lifelong learning in neural information retrieval: Definition, dataset, framework, and empirical evaluation
inferred← citeshttps://doi.org/10.1016/j.ins.2026.123366openalex-snapshot
Neural corrective machine unranking
inferred← citeshttps://doi.org/10.1016/j.ipm.2025.104543openalex-snapshot
Multi-model pseudo-document generation and reconstruction for hybrid query expansion
inferred← citeshttps://doi.org/10.1016/j.jmsy.2025.06.011openalex-snapshot
Industrial Foundation Models (IFMs) for intelligent manufacturing: A systematic review
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113964openalex-snapshot
Multi-granular legal information fusion with adversarial compensation: A hierarchical and logic-aware framework for robust case retrieval
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.116667openalex-snapshot
Mechanism-centric cross-domain retrieval for scientific discovery: LLM agents for structural isomorphism beyond semantic similarity
inferred← citeshttps://doi.org/10.1016/j.neucom.2026.133703openalex-snapshot
Unifying retrieval and re-ranking: A multimodal approach to detecting fact-checked information
inferred← citeshttps://doi.org/10.1016/j.nlp.2023.100048openalex-snapshot
A survey of GPT-3 family large language models including ChatGPT and GPT-4
inferred← citeshttps://doi.org/10.1016/j.patrec.2025.10.007openalex-snapshot
Comprehending C codes with LLMs: Effective comment generation through retrieval and reasoning
inferred← citeshttps://doi.org/10.1017/9781009587877.007openalex-snapshot
AI-supported Search Interaction for Enhancing Users’ Understanding
inferred← citeshttps://doi.org/10.1108/oir-08-2025-0594openalex-snapshot
A context-aware framework for strategic patent intelligence: keyword expansion and non-patent literature classification
inferred← citeshttps://doi.org/10.1109/acait63902.2024.11022264openalex-snapshot
A Dense Retrieval Model Training Method Combining Matryoshka Representation Learning and Knowledge Distillation
inferred← citeshttps://doi.org/10.1109/access.2023.3265807openalex-snapshot
Embedding-Based Music Emotion Recognition Using Composite Loss
inferred← citeshttps://doi.org/10.1109/access.2024.3382190openalex-snapshot
Improving Performance of Neural IR Models by Using a Keyword-Extraction-Based Weak-Supervision Method
inferred← citeshttps://doi.org/10.1109/access.2025.3545430openalex-snapshot
P-BERT: Toward Long Sequence Modeling by Enabling Language Representation With Prefix Sequence Compression, Soft Position Embedding, and Data Augmentation for Patent Relevance Assessment
inferred← citeshttps://doi.org/10.1109/access.2025.3596549openalex-snapshot
NeGLU: Negation-Aware Sparse Retrieval With Negative Weights for Product Search
inferred← citeshttps://doi.org/10.1109/access.2025.3648134openalex-snapshot
Optimization in Information Retrieval: A Systematic Review of Techniques for Performance and Scalability
inferred← citeshttps://doi.org/10.1109/access.2026.3660770openalex-snapshot
AI-Powered Standard Operating Procedure Generation and Optimization Using Large Language Models for Chemical Laboratory Applications
inferred← citeshttps://doi.org/10.1109/access.2026.3663716openalex-snapshot
Linguistic-Neural Hybrid Architectures for Semantic Search: Optimizing Recall With POS Filtering and Query Expansion
inferred← citeshttps://doi.org/10.1109/aectsd65988.2025.11411163openalex-snapshot
Advancements in Semantic-Based Information Retrieval using Significant Feature Subset Selection with Graph Convolutional Neural Network Model
inferred← citeshttps://doi.org/10.1109/aicconf64766.2025.11063719openalex-snapshot
Keyphrase Trees: Enhancing LLM Prompts with Hierarchical Topic Extraction
inferred← citeshttps://doi.org/10.1109/aiim64537.2024.10934284openalex-snapshot
External Knowledge Is Not Always Needed: An Adaptive Retrieval Augmented Generation Method
inferred← citeshttps://doi.org/10.1109/aiotc66747.2025.11198636openalex-snapshot
Contextualized Semantic and Structural Feature Fusion for Conversational Response Ranking
inferred← citeshttps://doi.org/10.1109/aiotc71250.2026.11688739openalex-snapshot
Agent Pipeline Design for Enterprise Document Processing: Collaboration of Retrieval, Structuring, and Report Generation
inferred← citeshttps://doi.org/10.1109/bigdata66926.2025.11402036openalex-snapshot
Automated Single-Turn Solution Recommendation System for Software IT Support Tickets
inferred← citeshttps://doi.org/10.1109/bigdata66926.2025.11402566openalex-snapshot
Temporal-Aware RAG for Multilingual ESG Document Retrieval: A Low-Resource Approach to Time-Sensitive Question Answering
inferred← citeshttps://doi.org/10.1109/cai64502.2025.00019openalex-snapshot
It's About Time: Incorporating Temporality in Retrieval Augmented Language Models
inferred← citeshttps://doi.org/10.1109/cai68641.2026.11536594openalex-snapshot
Joint Optimized Supervised and Self-Supervised Embedding Learning for Legal Compliance in documents for Public Companies
inferred← citeshttps://doi.org/10.1109/ccwc67433.2026.11393771openalex-snapshot
Policy-Aware RAG on the Lakehouse: Lineage-Driven Retrieval Over Apache Iceberg on S3 to Reduce Hallucination and Cost
inferred← citeshttps://doi.org/10.1109/ci-nlpsome64976.2025.10970772openalex-snapshot
RIAND: Robustness-Improved and Accelerated Neural-Deduplication
inferred← citeshttps://doi.org/10.1109/comp-sif65618.2025.10969878openalex-snapshot
Enhancing Retrieval-Augmented Generation via Dual-Granularity Document Indexing
inferred← citeshttps://doi.org/10.1109/cscwd68734.2026.11582147openalex-snapshot
R 3 EA: Retrieval-Rerank-Reason Multi-modal Entity Alignment Framework
inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.00866openalex-snapshot
Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models
inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00223openalex-snapshot
REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval
inferred← citeshttps://doi.org/10.1109/e-science58273.2023.10254859openalex-snapshot
A Dense Retrieval System and Evaluation Dataset for Scientific Computational Notebooks
inferred← citeshttps://doi.org/10.1109/embc58623.2025.11254888openalex-snapshot
Leveraging the Long-Term Health Monitoring Dataset for Personalized Healthcare: A Large Language Model Approach
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10888956openalex-snapshot
Hybrid Feature Fusion for Enhancing Medical Document Embedding
inferred← citeshttps://doi.org/10.1109/icftic68075.2025.11324548openalex-snapshot
Research on Text Retrieval Methods Based on Large Language Models
inferred← citeshttps://doi.org/10.1109/icict68280.2026.11510848openalex-snapshot
Re-Reward: A Self-Improving Generative Model Via Reinforcement Learning from Real World Feedback
inferred← citeshttps://doi.org/10.1109/iciet70550.2026.11712801openalex-snapshot
A Trustworthy Retrieval-Augmented Generation Framework for Retail Email Automation using ColBERT and Active Learning
inferred← citeshttps://doi.org/10.1109/icise-ie68873.2025.11379295openalex-snapshot
Research on Similar Case Retrieval Based on Long Legal Text Similarity
inferred← citeshttps://doi.org/10.1109/icitee66631.2025.11338276openalex-snapshot
Developing a RAG-Based Application for Industrial Process Question Answering for Android Development: A Case Study
inferred← citeshttps://doi.org/10.1109/jproc.2024.3525147openalex-snapshot
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions
inferred← citeshttps://doi.org/10.1109/kst61284.2024.10499674openalex-snapshot
Hybrid Information Retrieval with Masked and Permuted Language Modeling (MPNet) and BM25L for Indonesian Drug Data Retrieval
inferred← citeshttps://doi.org/10.1109/lcn65610.2025.11146295openalex-snapshot
SwarmSearch: Decentralized Search Engine with Self-Funding Economy
inferred← citeshttps://doi.org/10.1109/medai62885.2024.00051openalex-snapshot
PIRTRE-C: A Two-Stage Retrieval and Reranking Enhanced Framework for Improving Chinese Psychological Counseling
inferred← citeshttps://doi.org/10.1109/punecon67554.2025.11379254openalex-snapshot
Evaluating Lexical, Dense, and Hybrid Retrieval Pipelines for RAG
inferred← citeshttps://doi.org/10.1109/saner64311.2025.00031openalex-snapshot
CSE-WSS: Code Structure Enhancement Framework with Weighted Semantic Similarity for Changeset-Based Bug Localization
inferred← citeshttps://doi.org/10.1109/scecs69812.2026.11565843openalex-snapshot
Pairwise Ranking and Explicit Feature Interaction for Lightweight Knowledge Graph Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1109/smc54092.2024.10831873openalex-snapshot
Beyond Label: Cold-Start Self-Training for Cross-Domain Semantic Text Similarity
inferred← citeshttps://doi.org/10.1109/smc58881.2025.11342524openalex-snapshot
A Loss Weighting Algorithm Based on In-batch Positive Passage Rankings for Dense Retrievers
inferred← citeshttps://doi.org/10.1109/smc58881.2025.11343229openalex-snapshot
A Multi-Sector Approach to Retrieval Augmented Generation in Agriculture
inferred← citeshttps://doi.org/10.1109/tdsc.2026.3698487openalex-snapshot
PriRAG: Privacy-Preserving Inference for Retrieval-Augmented Large Language Models
inferred← citeshttps://doi.org/10.1109/tfuzz.2025.3581205openalex-snapshot
External Retrievals or Internal Priors? From RAG to Epitome-Augmented Generation by Fuzzy Selection
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3555956openalex-snapshot
Sparse-Guided Partial Dense for Cross-Modal Remote Sensing Image–Text Retrieval
inferred← citeshttps://doi.org/10.1109/tkde.2025.3581706openalex-snapshot
Collaborative Knowledge Fusion: A Novel Method for Multi-Task Recommender Systems via LLMs
inferred← citeshttps://doi.org/10.1109/tsc.2024.3451185openalex-snapshot
When Search Engine Services Meet Large Language Models: Visions and Challenges
inferred← citeshttps://doi.org/10.1145/3583780.3614821openalex-snapshot
Continual Learning for Generative Retrieval over Dynamic Corpora
inferred← citeshttps://doi.org/10.1145/3626772.3657674openalex-snapshot
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection
inferred← citeshttps://doi.org/10.1145/3626772.3657797openalex-snapshot
Generative Retrieval via Term Set Generation
inferred← citeshttps://doi.org/10.1145/3626772.3657798openalex-snapshot
Leveraging LLMs for Unsupervised Dense Retriever Ranking
inferred← citeshttps://doi.org/10.1145/3626772.3657837openalex-snapshot
Enhancing Dataset Search with Compact Data Snippets
inferred← citeshttps://doi.org/10.1145/3626772.3657866openalex-snapshot
ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries
inferred← citeshttps://doi.org/10.1145/3647782.3647803openalex-snapshot
A Literature Survey on Open Source Large Language Models
inferred← citeshttps://doi.org/10.1145/3664647.3681398openalex-snapshot
PAIR: Pre-denosing Augmented Image Retrieval Model for Defending Adversarial Patches
inferred← citeshttps://doi.org/10.1145/3673791.3698414openalex-snapshot
Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems
inferred← citeshttps://doi.org/10.1145/3678880openalex-snapshot
CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval
inferred← citeshttps://doi.org/10.1145/3689218.3689225openalex-snapshot
EFRAG:Embedding-FineTuning Retrieval Augmented Generation for QA in power projects
inferred← citeshttps://doi.org/10.1145/3689430openalex-snapshot
Enhancing Graph Neural Networks via Memorized Global Information
inferred← citeshttps://doi.org/10.1145/3695053.3731116openalex-snapshot
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing
inferred← citeshttps://doi.org/10.1145/3696410.3714658openalex-snapshot
Self-Calibrated Listwise Reranking with Large Language Models
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/10.1145/3715098openalex-snapshot
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review
inferred← citeshttps://doi.org/10.1145/3717061openalex-snapshot
An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities
inferred← citeshttps://doi.org/10.1145/3725730openalex-snapshot
CPWS: Confident Programmatic Weak Supervision for High-Quality Data Labeling
inferred← citeshttps://doi.org/10.1145/3726302.3729920openalex-snapshot
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs
inferred← citeshttps://doi.org/10.1145/3726302.3729926openalex-snapshot
CoDIME: A Counterfactual Approach for Dimension Importance Estimation through Click Logs
inferred← citeshttps://doi.org/10.1145/3726302.3730056openalex-snapshot
Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks
inferred← citeshttps://doi.org/10.1145/3726302.3730075openalex-snapshot
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation
inferred← citeshttps://doi.org/10.1145/3726302.3730292openalex-snapshot
Refined Medical Search via Dense Retrieval and User Interaction
inferred← citeshttps://doi.org/10.1145/3726302.3730332openalex-snapshot
Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition
inferred← citeshttps://doi.org/10.1145/3726302.3731689openalex-snapshot
R 2 LLMs: Retrieval and Ranking with LLMs
inferred← citeshttps://doi.org/10.1145/3729706.3729768openalex-snapshot
Prediction of Public Opinion Event Types Combining Retrieval-Augmented Generation and Large Language Models
inferred← citeshttps://doi.org/10.1145/3746059.3747741openalex-snapshot
RAGTrace: Understanding and Refining Retrieval-Generation Dynamics in Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1145/3746252.3761023openalex-snapshot
SG-Filter: Enhancing Similar Text Retrieval via Hierarchical Summarized-Semantic Index and Adaptive Filtering
inferred← citeshttps://doi.org/10.1145/3746252.3761384openalex-snapshot
Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation
inferred← citeshttps://doi.org/10.1145/3746252.3761593openalex-snapshot
ProActLLM: Proactive Conversational Information Seeking with Large Language Models
inferred← citeshttps://doi.org/10.1145/3748304openalex-snapshot
Large Language Models for Information Retrieval: A Survey
inferred← citeshttps://doi.org/10.1145/3765617openalex-snapshot
Projection-Displacement-Based Query Performance Prediction for Embedded Space of Dense Retrievers
inferred← citeshttps://doi.org/10.1145/3767695.3769491openalex-snapshot
Learning Refined Document Representations for Dense Retrieval via Deliberate Thinking
inferred← citeshttps://doi.org/10.1145/3767695.3769522openalex-snapshot
SIGIR-AP 2025 Tutorial on Retrieval and Ranking with LLMs (R 2 LLMs)
inferred← citeshttps://doi.org/10.1145/3768153openalex-snapshot
Robust Neural Information Retrieval: An Adversarial and Out-of-Distribution Perspective
inferred← citeshttps://doi.org/10.1145/3773966.3777939openalex-snapshot
Aligning Extraction and Generation for Robust Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1145/3777730.3777793openalex-snapshot
Cross-Cultural Translation Style Recognition and Consistency Evaluation Model for Tourism Brands Using BERT+XGBoost
inferred← citeshttps://doi.org/10.1145/3786606openalex-snapshot
Cross-modal Representation Shift Refinement for Point-supervised Video Moment Retrieval
inferred← citeshttps://doi.org/10.1145/3797881openalex-snapshot
Causal Discovery by Multi-Level Wavelet Mapping Correlation Based Statistical Dependence Measurement
inferred← citeshttps://doi.org/10.1145/3805712.3808386openalex-snapshot
MathMex-PDF: Towards Accessible Visual Mathematics
inferred← citeshttps://doi.org/10.1145/3805712.3809628openalex-snapshot
ARHN: Answer-Centric Relabeling of Hard Negatives with Open-Source LLMs for Dense Retrieval
inferred← citeshttps://doi.org/10.1145/3805713.3820426openalex-snapshot
A Comprehensive Taxonomy of Temporal Dimensions in Natural Language Queries
inferred← citeshttps://doi.org/10.1145/3805774openalex-snapshot
A Survey on Retrieval-Augmented Text Generation for Large Language Models
inferred← citeshttps://doi.org/10.1145/3813822.3813949openalex-snapshot
Adaptive Cultural Commentary Generation System Integrating Generative Pre-trained Transformer and Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1145/3819836.3819978openalex-snapshot
Growth Decision Agent Based on Graph Retrieval Enhancement
inferred← citeshttps://doi.org/10.1145/3828544openalex-snapshot
Multimodal and Multiscale Spatiotemporal Semantic Search and Recommendation with AI Foundation Models
inferred← citeshttps://doi.org/10.1145/3847108openalex-snapshot
Enabling Retriever-LLM Connection Across the Semantic Gap in Retrieval-Augmented Generation
inferred← citeshttps://doi.org/10.1155/acis/1185419openalex-snapshot
Explainable Hybrid Document Retrieval for Amharic: Integrating BM25 and XLM‐R
inferred← citeshttps://doi.org/10.1177/03400352251392575openalex-snapshot
Opening the ‘black box’ of AI for credible IRS: A rapid review
inferred← citeshttps://doi.org/10.1186/s13643-026-03155-4openalex-snapshot
Optimizing document retrieval using massive text embeddings and LLM prompt engineering
inferred← citeshttps://doi.org/10.1360/ssi-2023-0113openalex-snapshot
Towards a comprehensive understanding of the impact of large language models on natural language processing: challenges, opportunities and future directions^†
inferred← citeshttps://doi.org/10.14778/3836663.3836702openalex-snapshot
BBC: Improving Large- k Approximate Nearest Neighbor Search with a Bucket-Based Result Collector
inferred← citeshttps://doi.org/10.1515/jncds-2025-0124openalex-snapshot
Optimizing information retrieval tasks with large language model for data enhancement
inferred← citeshttps://doi.org/10.15622/ia.25.2.1openalex-snapshot
Research on the Applicability of Matrix Factorization for Ranking Large Language Models
inferred← citeshttps://doi.org/10.1609/aaai.v38i21.30307openalex-snapshot
Some Like It Small: Czech Semantic Embedding Models for Industry Applications
inferred← citeshttps://doi.org/10.1613/jair.1.17997openalex-snapshot
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents
inferred← citeshttps://doi.org/10.18653/v1/2023.acl-long.336openalex-snapshot
TOME: A Two-stage Approach for Model-based Retrieval
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.findings-acl.167openalex-snapshot
Large Language Models are Built-in Autoregressive Search Engines
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-acl.46openalex-snapshot
The Web Can Be Your Oyster for Improving Language Models
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-acl.657openalex-snapshot
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-acl.693openalex-snapshot
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.1057openalex-snapshot
A Thorough Examination on Zero-shot Dense Retrieval
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.367openalex-snapshot
Decomposing Complex Queries for Tip-of-the-tongue Retrieval
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.957openalex-snapshot
An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4014474/v1openalex-snapshot
Equipping Llama with Google Query API for Improved Accuracy and Reduced Hallucination
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4215447/v1openalex-snapshot
Enhancing Contextual Understanding of Mistral LLM with External Knowledge Bases
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4328966/v1openalex-snapshot
Cross-Domain Knowledge Transfer without Retraining to Facilitating Seamless Knowledge Application in Large Language Models
inferred← citeshttps://doi.org/10.21203/rs.3.rs-6219315/v1openalex-snapshot
MD2PR: A Multi-level Distillation based Dense Passage Retrieval Model
inferred← citeshttps://doi.org/10.21203/rs.3.rs-6679662/v1openalex-snapshot
Machines flunking an exam: Evaluating large language models on course-related open questions
inferred← citeshttps://doi.org/10.21203/rs.3.rs-8330917/v1openalex-snapshot
Retrieval-Augmented Generation in Biomedicine: A Survey of Technologies, Datasets, and Clinical Applications
inferred← citeshttps://doi.org/10.21203/rs.3.rs-9323625/v1openalex-snapshot
An Efficient Retrieval-Augmented Hybrid Search Framework with LLM-Based Re-ranking for Enterprise Knowledge Systems
inferred← citeshttps://doi.org/10.2139/ssrn.7247158openalex-snapshot
Long-document Representation for Retrieval and Retrieval-augmented Generation: A Representation-First, Distillation-aware Survey
inferred← citeshttps://doi.org/10.31219/osf.io/9y5dsopenalex-snapshot
Multimodal Integration in Large Language Models: A Case Study with Mistral LLM
inferred← citeshttps://doi.org/10.31219/osf.io/hax36openalex-snapshot
Efficient Model Compression and Knowledge Distillation on LLama 2: Achieving High Performance with Reduced Computational Cost
inferred← citeshttps://doi.org/10.33889/ijmems.2025.10.6.086openalex-snapshot
Multi-Transformer-Based Ensemble Embedding Model for Enhanced Vector Search in NoSQL Database: A Comparative Statistical and Performance Analysis
inferred← citeshttps://doi.org/10.3389/fpls.2025.1696872openalex-snapshot
Crop GraphRAG: pest and disease knowledge base Q&A system for sustainable crop protection
inferred← citeshttps://doi.org/10.3390/app16168294openalex-snapshot
Task-Specific QLoRA Adaptation in RAG-Based Information Extraction from Research Articles
inferred← citeshttps://doi.org/10.3390/app16199685openalex-snapshot
MSSC-EM: A Multi-Semantic Self-Supervised Collaborative Entity Matching Framework
inferred← citeshttps://doi.org/10.3390/computers14090354openalex-snapshot
Legal AI in Low-Resource Languages: Building and Evaluating QA Systems for the Kazakh Legislation
inferred← citeshttps://doi.org/10.3390/electronics14163284openalex-snapshot
IHGR-RAG: An Enhanced Retrieval-Augmented Generation Framework for Accurate and Interpretable Power Equipment Condition Assessment
inferred← citeshttps://doi.org/10.3390/electronics15184056openalex-snapshot
Low-Resource SLM Models for Elastic Semantic Search
inferred← citeshttps://doi.org/10.3390/ijgi13110380openalex-snapshot
Context-Aware Search for Environmental Data Using Dense Retrieval
inferred← citeshttps://doi.org/10.3390/ijgi13110414openalex-snapshot
TravelRAG: A Tourist Attraction Retrieval Framework Based on Multi-Layer Knowledge Graph
inferred← citeshttps://doi.org/10.3390/info17100992openalex-snapshot
Beyond Output Faithfulness: Claim-Centered Relational Auditability for Source-Grounded Generative AI
inferred← citeshttps://doi.org/10.3390/make8100316openalex-snapshot
CASPER-O: An Occupation-Aware Knowledge-Guided Framework for Career-Aligned Course Recommendation
inferred← citeshttps://doi.org/10.3724/2096-7004.di.2025.0006openalex-snapshot
A General Scalable Approach for Knowledge Selection based on Iterative Hybrid Encoding and Re-ranking
inferred← citeshttps://doi.org/10.4018/979-8-3693-6255-6.ch003openalex-snapshot
Enhancing the RAG Pipeline Through Advanced Optimization Techniques
inferred← citeshttps://doi.org/10.4236/ojapps.2026.169167openalex-snapshot
Ontology-Guided Semantic Retrieval in Virtual University Information Systems: An Empirical Benchmark Study
inferred← citeshttps://doi.org/10.48550/arxiv.2302.09051openalex-snapshot
Complex QA and language models hybrid architectures, Survey
inferred← citeshttps://doi.org/10.5753/eniac.2025.14328openalex-snapshot
Evaluating BERT Models for Semantic Retrieval in Long Portuguese Legal Documents
inferred← citeshttps://doi.org/10.5753/jbcs.2026.5703openalex-snapshot
Turbocharging Brazilian Mergers and Acquisitions: Questions & Answers Evaluation
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