CodeFusion: A Pre-trained Diffusion Model for Code Generation Paper • 2310.17680 • Published Oct 26, 2023 • 69
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers Paper • 2309.08532 • Published Sep 15, 2023 • 52
Chain-of-Verification Reduces Hallucination in Large Language Models Paper • 2309.11495 • Published Sep 20, 2023 • 38
Large Language Models Cannot Self-Correct Reasoning Yet Paper • 2310.01798 • Published Oct 3, 2023 • 32
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences Paper • 2305.11129 • Published May 18, 2023 • 2
PDFTriage: Question Answering over Long, Structured Documents Paper • 2309.08872 • Published Sep 16, 2023 • 53
FLM-101B: An Open LLM and How to Train It with $100K Budget Paper • 2309.03852 • Published Sep 7, 2023 • 43
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback Paper • 2309.00267 • Published Sep 1, 2023 • 47
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts Paper • 2309.07430 • Published Sep 14, 2023 • 27
YaRN: Efficient Context Window Extension of Large Language Models Paper • 2309.00071 • Published Aug 31, 2023 • 65
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records Paper • 2308.14089 • Published Aug 27, 2023 • 28
Nougat: Neural Optical Understanding for Academic Documents Paper • 2308.13418 • Published Aug 25, 2023 • 34
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Paper • 2307.15217 • Published Jul 27, 2023 • 36
Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding Paper • 2307.15337 • Published Jul 28, 2023 • 36
WavJourney: Compositional Audio Creation with Large Language Models Paper • 2307.14335 • Published Jul 26, 2023 • 43
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition Paper • 2307.13269 • Published Jul 25, 2023 • 31
Measuring Faithfulness in Chain-of-Thought Reasoning Paper • 2307.13702 • Published Jul 17, 2023 • 27
Brain2Music: Reconstructing Music from Human Brain Activity Paper • 2307.11078 • Published Jul 20, 2023 • 41
Challenges and Applications of Large Language Models Paper • 2307.10169 • Published Jul 19, 2023 • 47
TokenFlow: Consistent Diffusion Features for Consistent Video Editing Paper • 2307.10373 • Published Jul 19, 2023 • 57
Llama 2: Open Foundation and Fine-Tuned Chat Models Paper • 2307.09288 • Published Jul 18, 2023 • 239
DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations Paper • 2307.07047 • Published Jul 13, 2023 • 15
Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events Paper • 2307.06439 • Published Jul 12, 2023 • 9
In-context Autoencoder for Context Compression in a Large Language Model Paper • 2307.06945 • Published Jul 13, 2023 • 27
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning Paper • 2307.04725 • Published Jul 10, 2023 • 64