Search Results for author: Zhejian Zhou

Found 6 papers, 4 papers with code

Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia

no code implementations25 Sep 2024 Zhejian Zhou, Jiayu Wang, Dahua Lin, Kai Chen

Numbers can be tokenized into tokens in various ways by different LLMs and affect the numeric operations performance.

Attribute

StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation

no code implementations7 Jun 2024 Weike Fang, Zhejian Zhou, Junzhou He, Weihang Wang

WebAssembly enables near-native execution in web applications and is increasingly adopted for tasks that demand high performance and robust security.

InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning

1 code implementation9 Feb 2024 Huaiyuan Ying, Shuo Zhang, Linyang Li, Zhejian Zhou, Yunfan Shao, Zhaoye Fei, Yichuan Ma, Jiawei Hong, Kuikun Liu, Ziyi Wang, Yudong Wang, Zijian Wu, Shuaibin Li, Fengzhe Zhou, Hongwei Liu, Songyang Zhang, Wenwei Zhang, Hang Yan, Xipeng Qiu, Jiayu Wang, Kai Chen, Dahua Lin

We further explore how to use LEAN to solve math problems and study its performance under the setting of multi-task learning which shows the possibility of using LEAN as a unified platform for solving and proving in math.

Data Augmentation GSM8K +3

ConFiguRe: Exploring Discourse-level Chinese Figures of Speech

1 code implementation COLING 2022 Dawei Zhu, Qiusi Zhan, Zhejian Zhou, YiFan Song, Jiebin Zhang, Sujian Li

Different from previous token-level or sentence-level counterparts, ConFiguRe aims at extracting a figurative unit from discourse-level context, and classifying the figurative unit into the right figure type.

Natural Language Understanding Sentence

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