Large Language Models as Optimizers
Paper • 2309.03409 • Published • 79
Mike Lay
mkly
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Recent Activity
updated a model about 19 hours ago
mkly/mlb-game-duration-xgboost published a model about 19 hours ago
mkly/mlb-game-duration-xgboost upvoted a paper almost 2 years ago
Large Language Models as OptimizersOrganizations
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upvoted a paper almost 2 years ago
upvoted 12
papers over 2 years ago
Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming
Paper • 2402.14261 • Published • 10
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 15
Membership Inference Attacks From First Principles
Paper • 2112.03570 • Published • 1
Assessing Language Model Deployment with Risk Cards
Paper • 2303.18190 • Published • 1
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 117
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 79
Generate rather than Retrieve: Large Language Models are Strong Context Generators
Paper • 2209.10063 • Published • 1
WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation
Paper • 2312.14187 • Published • 50
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM
Paper • 2401.02994 • Published • 52
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 192
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Paper • 2306.00978 • Published • 13
Time is Encoded in the Weights of Finetuned Language Models
Paper • 2312.13401 • Published • 20
upvoted 7
papers almost 3 years ago
CodePlan: Repository-level Coding using LLMs and Planning
Paper • 2309.12499 • Published • 80
Diff2Lip: Audio Conditioned Diffusion Models for Lip-Synchronization
Paper • 2308.09716 • Published • 3
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Paper • 2309.00267 • Published • 53
YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 85
RoFormer: Enhanced Transformer with Rotary Position Embedding
Paper • 2104.09864 • Published • 18
SoTaNa: The Open-Source Software Development Assistant
Paper • 2308.13416 • Published • 14
Nougat: Neural Optical Understanding for Academic Documents
Paper • 2308.13418 • Published • 42