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

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering COLING 2024
Typos Correction Training against Misspellings from Text-to-Text Transformers COLING 2024
Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization AAAI 2024
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 2024
RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion COLING 2024
Retrieval-based Question Answering with Passage Expansion Using a Knowledge Graph COLING 2024
Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NIPS 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
Fine-Grained Distillation for Long Document Retrieval AAAI 2024
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling COLING 2024
Extremely efficient online query encoding for dense retrieval NAACL 2024
Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024
Language Concept Erasure for Language-invariant Dense Retrieval EMNLP 2024
Cross-lingual Contextualized Phrase Retrieval EMNLP 2024
LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models EMNLP 2023
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ACL 2023
A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023