Retrieval-Augmented Generation

Automatic Evaluation of Attribution by Large Language Models EMNLP 2023 Automatic Linking of Judgements to UK Supreme Court Hearings EMNLP 2023 ConvGQR: Generative Query Reformulation for Conversational Search ACL 2023 Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023 cTBLS: Augmenting Large Language Models with Conversational Tables ACL 2023 Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023 Factual and Informative Review Generation for Explainable Recommendation AAAI 2023 FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023 GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023 Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023 Knowledge-Augmented Language Model Verification EMNLP 2023 Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory NeurIPS 2023 LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting ACL 2023 Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023 RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling EMNLP 2023 Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023 Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023 REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023 RINK: Reader-Inherited Evidence Reranker for Table-and-Text Open Domain Question Answering AAAI 2023 Search Augmented Instruction Learning EMNLP 2023 SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023 Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models ACL 2023 The Web Can Be Your Oyster for Improving Language Models ACL 2023 Towards Example-Based NMT with Multi-Levenshtein Transformers EMNLP 2023 WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023