Summary of Teaching Large Language Models to Reason with Reinforcement Learning, by Alex Havrilla et al.
Teaching Large Language Models to Reason with Reinforcement Learningby Alex Havrilla, Yuqing Du, Sharath Chandra…
Summary of Advancing Out-of-distribution Detection Through Data Purification and Dynamic Activation Function Design, by Yingrui Ji et al.
Advancing Out-of-Distribution Detection through Data Purification and Dynamic Activation Function Designby Yingrui Ji, Yao Zhu,…
Summary of Galore: Memory-efficient Llm Training by Gradient Low-rank Projection, By Jiawei Zhao et al.
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projectionby Jiawei Zhao, Zhenyu Zhang, Beidi Chen, Zhangyang…
Summary of Mathscale: Scaling Instruction Tuning For Mathematical Reasoning, by Zhengyang Tang et al.
MathScale: Scaling Instruction Tuning for Mathematical Reasoningby Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu WeiFirst…
Summary of Android in the Zoo: Chain-of-action-thought For Gui Agents, by Jiwen Zhang et al.
Android in the Zoo: Chain-of-Action-Thought for GUI Agentsby Jiwen Zhang, Jihao Wu, Yihua Teng, Minghui…
Summary of Enhancing Llm Safety Via Constrained Direct Preference Optimization, by Zixuan Liu et al.
Enhancing LLM Safety via Constrained Direct Preference Optimizationby Zixuan Liu, Xiaolin Sun, Zizhan ZhengFirst submitted…
Summary of Riff: Learning to Rephrase Inputs For Few-shot Fine-tuning Of Language Models, by Saeed Najafi and Alona Fyshe
RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Modelsby Saeed Najafi, Alona FysheFirst…
Summary of Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning Of Language Models, by Changyu Chen et al.
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Modelsby…
Summary of Tpllm: a Traffic Prediction Framework Based on Pretrained Large Language Models, by Yilong Ren et al.
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Modelsby Yilong Ren, Yue Chen,…
Summary of Coms2t: a Complementary Spatiotemporal Learning System For Data-adaptive Model Evolution, by Zhengyang Zhou et al.
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolutionby Zhengyang Zhou, Qihe Huang, Binwu…