Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoningby Deepanway Ghosal,…
Learning to Maximize Mutual Information for Chain-of-Thought Distillationby Xin Chen, Hanxian Huang, Yanjun Gao, Yi…
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimizationby Shitong Duan, Xiaoyuan Yi,…
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluationby Bin Zhang, Yuxiao Ye,…
A general approach to enhance the survivability of backdoor attacks by decision path couplingby Yufei…
Localized Zeroth-Order Prompt Optimizationby Wenyang Hu, Yao Shu, Zongmin Yu, Zhaoxuan Wu, Xiangqiang Lin, Zhongxiang…
Evolution Transformer: In-Context Evolutionary Optimizationby Robert Tjarko Lange, Yingtao Tian, Yujin TangFirst submitted to arxiv…
Minimum Topology Attacks for Graph Neural Networksby Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu,…
Evaluating and Optimizing Educational Content with Large Language Model Judgmentsby Joy He-Yueya, Noah D. Goodman,…
Large Language Model-Based Evolutionary Optimizer: Reasoning with elitismby Shuvayan Brahmachary, Subodh M. Joshi, Aniruddha Panda,…