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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

An Empirical Study of Frame Selection for Text-to-Video Retrieval EMNLP 2023
End-to-End Autoregressive Retrieval via Bootstrapping for Smart Reply Systems EMNLP 2023
Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue EMNLP 2023
Citance-Contextualized Summarization of Scientific Papers EMNLP 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023
Dynamic Open-book Prompt for Conversational Recommender System EMNLP 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023
Improving Sequential Model Editing with Fact Retrieval EMNLP 2023
Detrimental Contexts in Open-Domain Question Answering EMNLP 2023
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering EMNLP 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023
1-PAGER: One Pass Answer Generation and Evidence Retrieval EMNLP 2023
ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory NIPS 2023
REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models EMNLP 2023
Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ACL 2023
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023
TOME: A Two-stage Approach for Model-based Retrieval ACL 2023