Retrieval-Augmented Generation

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SemEval 2023 Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023 Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023 EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023 Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023 Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023 Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation EMNLP 2023 Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023 Factual and Informative Review Generation for Explainable Recommendation AAAI 2023 Fine-Grained Retrieval Prompt Tuning AAAI 2023 From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification EMNLP 2023 Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023 GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023 How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023 Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023 Improving Sequential Model Editing with Fact Retrieval EMNLP 2023 KIT’s Multilingual Speech Translation System for IWSLT 2023 ACL 2023 Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023 Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023 Learning to Retrieve Engaging Follow-Up Queries EACL 2023 Machine Reading Comprehension using Case-based Reasoning EMNLP 2023 Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation ACL 2023 Merging Generated and Retrieved Knowledge for Open-Domain QA EMNLP 2023 Noisy Pair Corrector for Dense Retrieval EMNLP 2023 On Monotonic Aggregation for Open-domain QA Interspeech 2023