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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights EMNLP 2024
Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task EMNLP 2024
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NIPS 2024
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NIPS 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NIPS 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NIPS 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore 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
RAGraph: A General Retrieval-Augmented Graph Learning Framework NIPS 2024
Fast Best-of-N Decoding via Speculative Rejection NIPS 2024
Stylus: Automatic Adapter Selection for Diffusion Models NIPS 2024
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NIPS 2024
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NIPS 2024
Retrieval-Augmented Egocentric Video Captioning CVPR 2024
LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion CVPR 2024
CPR: Retrieval Augmented Generation for Copyright Protection CVPR 2024
Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation CVPR 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison NAACL 2024
FairRAG: Fair Human Generation via Fair Retrieval Augmentation CVPR 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
Selective Generation for Controllable Language Models NIPS 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NIPS 2024
Trustful LLMs: Customizing and Grounding Text Generation with knowledge bases and Dual Decoders EMNLP 2024