Planning in Strawberry Fields: Evaluating and Improving the Planning and Scheduling Capabilities of LRM o1by…
A LLM-Powered Automatic Grading Framework with Human-Level Guidelines Optimizationby Yucheng Chu, Hang Li, Kaiqi Yang,…
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalitiesby Wanpeng Zhang, Zilong Xie, Yicheng…
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoningby Jiale Fu, Yaqing Wang, Simeng…
Can Language Models Take A Hint? Prompting for Controllable Contextualized Commonsense Inferenceby Pedro Colon-Hernandez, Nanxi…
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Modelsby Yinhong…
CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoningby Huimu Yu, Xing Wu, Weidong…
SCA: Highly Efficient Semantic-Consistent Unrestricted Adversarial Attackby Zihao Pan, Weibin Wu, Yuhang Cao, Zibin ZhengFirst…
How Much Can RAG Help the Reasoning of LLM?by Jingyu Liu, Jiaen Lin, Yong LiuFirst…
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Modelsby Junfeng Fang, Houcheng Jiang, Kun Wang, Yunshan…