conftrace_

dense retrieval

281 papers

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Also known as

DR

Co-occurring keywords

information retrieval (1514) contrastive learning (4032) passage retrieval (144) retrieval-augmented generation (1592) large language model (13587) question answering (2963) sparse retrieval (35) knowledge distillation (3725) document retrieval (228) representation learning (6206)

Papers

Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights COLING 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG EMNLP 2024
LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024
LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024
Typos Correction Training against Misspellings from Text-to-Text Transformers COLING 2024
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling COLING 2024
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024
Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever EMNLP 2024
Generative Dense Retrieval: Memory Can Be a Burden EACL 2024
Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization AAAI 2024
History-Aware Conversational Dense Retrieval ACL 2024
Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL 2024
Evidence Retrieval for Fact Verification using Multi-stage Reranking EMNLP 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? EMNLP 2024
Exploring the Best Practices of Query Expansion with Large Language Models EMNLP 2024
Cross-lingual Contextualized Phrase Retrieval EMNLP 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
Language Concept Erasure for Language-invariant Dense Retrieval EMNLP 2024