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Retrieval-Augmented Generation

263 directly classified papers

Papers per year

Papers

FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023
REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
cTBLS: Augmenting Large Language Models with Conversational Tables ACL 2023
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models ACL 2023
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023
Automatic Linking of Judgements to UK Supreme Court Hearings EMNLP 2023
ConvGQR: Generative Query Reformulation for Conversational Search ACL 2023
WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023
The Web Can Be Your Oyster for Improving Language Models ACL 2023
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting ACL 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling EMNLP 2023
Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023
Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023
Factual and Informative Review Generation for Explainable Recommendation AAAI 2023
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue EMNLP 2023
Search Augmented Instruction Learning EMNLP 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023
SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory NIPS 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval COLING 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing EMNLP 2022
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022