most citedLarge Language models for Time Series Analysis: Techniques, Applications, and Challenges

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cs.CL2024

Unitary Multi-Margin BERT for Robust Natural Language Processing

Hao-Yuan Chang, Kang L. Wang

Recent developments in adversarial attacks on deep learning leave many mission-critical natural language processing (NLP) systems at risk of exploitation. To address the lack of co…

cs.CL2024★ 3 cited

Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems

Qihuang Zhong, Kang Wang, Ziyang Xu +3

Chain-of-Thought (CoT) prompting has enhanced the performance of Large Language Models (LLMs) across various reasoning tasks. However, CoT still falls short in dealing with complex…