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

Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories COLING 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022
Boosted Dense Retriever NAACL 2022
Learning Cross-Lingual IR from an English Retriever NAACL 2022
Learning to Retrieve Passages without Supervision NAACL 2022
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation ACL 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ACL 2022
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022
Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval EMNLP 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation EMNLP 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022
Unsupervised Dense Retrieval for Scientific Articles EMNLP 2022
Pseudo-Relevance for Enhancing Document Representation EMNLP 2022
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval EMNLP 2022
Robust Candidate Generation for Entity Linking on Short Social Media Texts COLING 2022
Multi-objective Representation Learning for Scientific Document Retrieval COLING 2022
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems NAACL 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction NAACL 2022
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022