Retrieval-Augmented Generation

RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024 RAR: Retrieval-augmented retrieval for code generation in low resource languages EMNLP 2024 REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024 Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024 ReFIR: Grounding Large Restoration Models with Retrieval Augmentation NeurIPS 2024 Retrieval-Augmented Diffusion Models for Time Series Forecasting NeurIPS 2024 Retrieval-Augmented Egocentric Video Captioning CVPR 2024 Retrieval-Augmented Embodied Agents CVPR 2024 Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024 Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation CVPR 2024 Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning AAAI 2024 Retrieval Augmented Spelling Correction for E-Commerce Applications EMNLP 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 Retrieved In-Context Principles from Previous Mistakes EMNLP 2024 Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation EMNLP 2024 Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison NAACL 2024 Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024 RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024 Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024 SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024 Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024 SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024 SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024 Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question Answering ACL 2024