dense retrieval

MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025 Momentum Posterior Regularization for Multi-hop Dense Retrieval COLING 2025 MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025 Multi-Field Adaptive Retrieval ICLR 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025 PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025 QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025 RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025 Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025 ReSa2: A Two-Stage Retrieval-Sampling Algorithm for Negative Sampling in Dense Retrieval ACML 2025 ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025 RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025 Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025 Temporal Information Retrieval via Time-Specifier Model Merging ACL 2025 Towards Text-Image Interleaved Retrieval ACL 2025 Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval EMNLP 2025 UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025 ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024 A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks ICML 2024