Retrieval-Augmented Generation

Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ACL 2024 EvoR: Evolving Retrieval for Code Generation EMNLP 2024 Exploring Hint Generation Approaches for Open-Domain Question Answering EMNLP 2024 Exploring the Practicality of Generative Retrieval on Dynamic Corpora EMNLP 2024 FairRAG: Fair Human Generation via Fair Retrieval Augmentation CVPR 2024 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024 FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP 2024 From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024 General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024 Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation EMNLP 2024 GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning EMNLP 2024 HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction EMNLP 2024 HyQE: Ranking Contexts with Hypothetical Query Embeddings EMNLP 2024 I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024 IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning EMNLP 2024 imapScore: Medical Fact Evaluation Made Easy ACL 2024 Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024 Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases EMNLP 2024 Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024 JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering ACL 2024 “Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024 Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024 LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion CVPR 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024