Retrieval-Augmented Generation

Natural Language to Code Translation with Execution EMNLP 2022 Nearest Neighbor Zero-Shot Inference EMNLP 2022 Neural Machine Translation with Contrastive Translation Memories EMNLP 2022 Open Domain Question Answering with A Unified Knowledge Interface ACL 2022 QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation EMNLP 2022 R3 : Refined Retriever-Reader pipeline for Multidoc2dial ACL 2022 RACE: Retrieval-augmented Commit Message Generation EMNLP 2022 ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022 Reason first, then respond: Modular Generation for Knowledge-infused Dialogue EMNLP 2022 Recommender Forest for Efficient Retrieval NeurIPS 2022 Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022 Retrieval-Augmented Diffusion Models NeurIPS 2022 Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022 Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022 RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022 Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022 Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022 Saving Dense Retriever from Shortcut Dependency in Conversational Search EMNLP 2022 TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022 Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022 Training Language Models with Memory Augmentation EMNLP 2022 Unbabel-IST at the WMT Chat Translation Shared Task EMNLP 2022 Unsupervised Cross-Task Generalization via Retrieval Augmentation NeurIPS 2022 When Language Model Meets Private Library EMNLP 2022 You Only Need One Model for Open-domain Question Answering EMNLP 2022