Jaechan Lee

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upvoted 8 papers about 1 year ago

Leveraging Large Language Models for Automated Proof Synthesis in Rust

Paper • 2311.03739 • Published Nov 7, 2023 • 5

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation

Paper • 2311.04254 • Published Nov 7, 2023 • 13

Prompt Cache: Modular Attention Reuse for Low-Latency Inference

Paper • 2311.04934 • Published Nov 7, 2023 • 28

LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

Paper • 2310.20624 • Published Oct 31, 2023 • 12

In-Context Pretraining: Language Modeling Beyond Document Boundaries

Paper • 2310.10638 • Published Oct 16, 2023 • 29

Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 30

VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning

Paper • 2309.15091 • Published Sep 26, 2023 • 32

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 44

upvoted 12 papers over 1 year ago

Language Modeling Is Compression

Paper • 2309.10668 • Published Sep 19, 2023 • 83

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 37

Multimodal Foundation Models: From Specialists to General-Purpose Assistants

Paper • 2309.10020 • Published Sep 18, 2023 • 40

FACET: Fairness in Computer Vision Evaluation Benchmark

Paper • 2309.00035 • Published Aug 31, 2023 • 16

Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification

Paper • 2308.07921 • Published Aug 15, 2023 • 22

The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation

Paper • 2308.07286 • Published Aug 14, 2023 • 5

PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers

Paper • 2308.05732 • Published Aug 10, 2023 • 8

AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

Paper • 2308.05734 • Published Aug 10, 2023 • 37

RLTF: Reinforcement Learning from Unit Test Feedback

Paper • 2307.04349 • Published Jul 10, 2023 • 4

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 243

On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models

Paper • 2307.09793 • Published Jul 19, 2023 • 46

Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Paper • 2308.00675 • Published Aug 1, 2023 • 35