Retrieval-Augmented Generation

Nearest Neighbor Zero-Shot Inference EMNLP 2022 Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022 Re2G: Retrieve, Rerank, Generate NAACL 2022 Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022 Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations COLING 2022 Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022 Retrieval-Augmented Reinforcement Learning ICML 2022 Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022 SciFact-Open: Towards open-domain scientific claim verification EMNLP 2022 Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022 Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022 Transformer Memory as a Differentiable Search Index NeurIPS 2022 Two-Step Question Retrieval for Open-Domain QA ACL 2022 What Makes Good In-Context Examples for GPT-3? ACL 2022 You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022 You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022 A Three-step Method for Multi-Hop Inference Explanation Regeneration NAACL 2021 Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021 Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021 Data-to-text Generation by Splicing Together Nearest Neighbors EMNLP 2021 Exploring Methods for Generating Feedback Comments for Writing Learning EMNLP 2021 Learning Kernel-Smoothed Machine Translation with Retrieved Examples EMNLP 2021 Modeling Entity Knowledge for Fact Verification EMNLP 2021 Personalized Search-based Query Rewrite System for Conversational AI EMNLP 2021 Recall and Learn: A Memory-augmented Solver for Math Word Problems EMNLP 2021