Retrieval-Augmented Generation

DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023 DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning EMNLP 2023 Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023 Dynamic Open-book Prompt for Conversational Recommender System EMNLP 2023 End-to-End Autoregressive Retrieval via Bootstrapping for Smart Reply Systems EMNLP 2023 End-to-end Knowledge Retrieval with Multi-modal Queries ACL 2023 Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023 ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023 Fast and Accurate Factual Inconsistency Detection Over Long Documents EMNLP 2023 Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models EMNLP 2023 GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023 GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023 How Does Generative Retrieval Scale to Millions of Passages? EMNLP 2023 Human Learning by Model Feedback: The Dynamics of Iterative Prompting with Midjourney EMNLP 2023 Hybrid and Collaborative Passage Reranking ACL 2023 IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions EMNLP 2023 Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023 Improving Sequential Model Editing with Fact Retrieval EMNLP 2023 Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ACL 2023 Learning Answer Generation using Supervision from Automatic Question Answering Evaluators ACL 2023 Learning Retrieval Augmentation for Personalized Dialogue Generation EMNLP 2023 Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory NeurIPS 2023 LI-RAGE: Late Interaction Retrieval Augmented Generation with Explicit Signals for Open-Domain Table Question Answering ACL 2023 Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue EMNLP 2023 Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation ACL 2023