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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

Retrieval-Augmented Egocentric Video Captioning CVPR 2024
Retrieval-Augmented Embodied Agents CVPR 2024
Retrieval-Augmented Diffusion Models for Time Series Forecasting NIPS 2024
Boosting the Potential of Large Language Models with an Intelligent Information Assistant NIPS 2024
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NIPS 2024
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NIPS 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NIPS 2024
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NIPS 2024
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NIPS 2024
TableRAG: Million-Token Table Understanding with Language Models NIPS 2024
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NIPS 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation NIPS 2024
Utilizing Large Language Models to Identify Evidence of Suicidality Risk through Analysis of Emotionally Charged Posts EACL 2024
Non-Referential Functions of Language in Social Agents: The Case of Social Proximity EACL 2024
Context Tuning for Retrieval Augmented Generation EACL 2024
Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison NAACL 2024
Incorporating Dialect Understanding Into LLM Using RAG and Prompt Engineering Techniques for Causal Commonsense Reasoning NAACL 2024
Improving Covert Toxicity Detection by Retrieving and Generating References NAACL 2024
LLM-Check: Investigating Detection of Hallucinations in Large Language Models NIPS 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NIPS 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NIPS 2024
Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning AAAI 2024
Learning to Rank in Generative Retrieval AAAI 2024