retrieval augmentation

RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024 RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024 RAR: Retrieval-augmented retrieval for code generation in low resource languages EMNLP 2024 ReFIR: Grounding Large Restoration Models with Retrieval Augmentation NeurIPS 2024 Retrieval-Augmented Diffusion Models for Time Series Forecasting NeurIPS 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 Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024 Retrieval & Fine-Tuning for In-Context Tabular Models NeurIPS 2024 Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models NAACL 2024 Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024 Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024 SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM EMNLP 2024 SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation EMNLP 2024 Tag-grounded Visual Instruction Tuning with Retrieval Augmentation EMNLP 2024 Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024 When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024 ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering EMNLP 2024 Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023 Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023 Automated Fact-Checking in Dialogue: Are Specialized Models Needed? EMNLP 2023 Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting EMNLP 2023 Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023 Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023 EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023