Retrieval-Augmented Generation

Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue EMNLP 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023 Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection ACL 2022 CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval COLING 2022 CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning EMNLP 2022 CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation EMNLP 2022 Decoupled Context Processing for Context Augmented Language Modeling NeurIPS 2022 Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022 Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ACL 2022 Hindsight: Posterior-guided training of retrievers for improved open-ended generation ICLR 2022 Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022 Open Domain Question Answering with A Unified Knowledge Interface ACL 2022 Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022 QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation EMNLP 2022 Re2G: Retrieve, Rerank, Generate NAACL 2022 Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022 When Language Model Meets Private Library EMNLP 2022 XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing EMNLP 2022 You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022 Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021 Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021 Simple and Efficient ways to Improve REALM EMNLP 2021 Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020 Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots EMNLP 2020 On-The-Fly Information Retrieval Augmentation for Language Models ACL 2020