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

Query Generation with External Knowledge for Dense Retrieval ACL 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL 2022
A Statutory Article Retrieval Dataset in French ACL 2022
Two-Step Question Retrieval for Open-Domain QA ACL 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022
ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval EMNLP 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives EMNLP 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing EMNLP 2022
DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022
Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval EMNLP 2022
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages EMNLP 2022
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022
You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation NIPS 2022
WatClaimCheck: A new Dataset for Claim Entailment and Inference ACL 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking EMNLP 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search EMNLP 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping EMNLP 2022
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022
Towards Robust Dense Retrieval via Local Ranking Alignment IJCAI 2022
Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021