LLM Research Group

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https://teapot123.github.io/

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Recent Activity

JixuanLeng authored a paper 4 days ago

S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity

JixuanLeng authored a paper 3 months ago

Taming Overconfidence in LLMs: Reward Calibration in RLHF

teapot123 authored a paper 3 months ago

Large Language Models Can Self-Improve

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JiaxinGroup's activity

JixuanLeng

authored a paper 4 days ago

S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity

Paper • 2412.06289 • Published 29 days ago

JixuanLeng

authored a paper 3 months ago

Taming Overconfidence in LLMs: Reward Calibration in RLHF

Paper • 2410.09724 • Published Oct 13, 2024 • 2

teapot123

authored 5 papers 3 months ago

Large Language Models Can Self-Improve

Paper • 2210.11610 • Published Oct 20, 2022

Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning

Paper • 2211.03044 • Published Nov 6, 2022 • 1

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Paper • 2405.04086 • Published May 7, 2024 • 1

Taming Overconfidence in LLMs: Reward Calibration in RLHF

Paper • 2410.09724 • Published Oct 13, 2024 • 2

Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning

Paper • 2410.10074 • Published Oct 14, 2024

ChengsongHuang

authored a paper over 1 year ago

LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

Paper • 2307.13269 • Published Jul 25, 2023 • 31