dense retrieval

Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024 Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024 Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever EMNLP 2024 Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024 Language Concept Erasure for Language-invariant Dense Retrieval EMNLP 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Learning to Retrieve In-Context Examples for Large Language Models EACL 2024 LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024 Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024 LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024 M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024 MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024 MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024 Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization AAAI 2024 MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning EMNLP 2024 MultiContrievers: Analysis of Dense Retrieval Representations EMNLP 2024 PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024 PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 2024 Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024 PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024 Question-Based Retrieval using Atomic Units for Enterprise RAG EMNLP 2024 RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion COLING 2024 RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024 Retrieval-based Question Answering with Passage Expansion Using a Knowledge Graph COLING 2024