Retrieval-Augmented Generation

Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023 Multiview Identifiers Enhanced Generative Retrieval ACL 2023 On Complementarity Objectives for Hybrid Retrieval ACL 2023 Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023 Optimizing Retrieval-augmented Reader Models via Token Elimination EMNLP 2023 Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023 Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks ACL 2023 QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023 Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023 QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations ACL 2023 RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation ACL 2023 RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023 Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023 Retrieval-augmented Video Encoding for Instructional Captioning ACL 2023 Retrieval-Based Transformer for Table Augmentation 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 Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023 S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL 2023 Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023 Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023 SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023 Strong and Efficient Baselines for Open Domain Conversational Question Answering EMNLP 2023 TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023 TOME: A Two-stage Approach for Model-based Retrieval ACL 2023