About Me

Hi, my name is Yue Zhang (章岳). I am currently a final-year graduate student at HLT@SUDA, fortunately advised by Prof. Zhenghua Li (expected to graduate in 2024). Before this, I received my Bachelor’s degree from Soochow University in 2021 (software engineering). My main research interest focuses on large language models (e.g., the factuality of LLM-generated content) and their applications (e.g., the writing-related scenario).

• Email: hillzhang1999@qq.com
• Github: HillZhang1999
• Wechat: HillZhang99

Experience

• 2021 - Now: Graduate student at NLP Lab, Soochow University, advised by Prof. Zhenghua Li.
• 2024 - Now: NLP R&D at Bytedance LLM.
• 2023 - 2024: NLP intern at Tencent AI Lab, mentored by Dr. Leyang Cui.
• 2021 - 2023: NLP intern at MinD Lab, Alibaba DAMO Academic.
• 2017 - 2021: Undergraduate student at School of Computer Science, Soochow University.

Publications

* denotes equal contribution.

LLM Hallucination

• Alleviating Hallucinations of Large Language Models through Induced Hallucinations [paper] [repo]
  Yue Zhang, Leyang Cui, Wei Bi, Shuming Shi. 2023. In Arxiv.

• Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models [paper] [repo]
  Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi. 2023. In Arxiv.

LLM Application

• Multi-Task Instruction Tuning of LLaMA for Specific Scenarios: A Preliminary Study on Writing Assistance. [paper]
  Yue Zhang, Leyang Cui, Deng Cai, Xinting Huang, Tao Fang, Wei Bi. 2023. In Arxiv.

• Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation. [paper]
  Tao Fang, Shu Yang, Kaixin Lan, Derek F. Wong, Jinpeng Hu, Lidia S. Chao, Yue Zhang. 2023. In Arxiv.

Text Generation

• RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation.[paper] [code]
  Yue Zhang, Leyang Cui, Enbo Zhao, Wei Bi, Shuming Shi. In EMNLP’23 (Long, Main).

• Non-autoregressive Text Editing with Copy-aware Latent Alignments. [paper] [code]
  Yu Zhang*, Yue Zhang*, Leyang Cui, Guohong Fu. In EMNLP’23 (Long, Main).

• NaSGEC: Multi-Domain Chinese Grammatical Error Correction for Native Speaker Texts. [paper] [code]
  Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li, Fei Huang, Min Zhang. In ACL’23 (Long, Findings).

• SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser. [paper] [code]
  Yue Zhang, Bo Zhang, Zhenghua Li, Zuyi Bao, Chen Li, Min Zhang. In EMNLP’22 (Long, Oral).

• MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. [paper] [code]
  Yue Zhang, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang. In NAACL‘22 (Long, Oral).

• Overview of CLTC-2022 Shared Task: Chinese Learner Text Correction. [paper]
  Yingying Wang, Cunliang Kong, Xin Liu, Xuezhi Fang, Yue Zhang, Nianning Liang, Tianshuo Zhou, Tianxin Liao, Liner Yang, Zhenghua Li, Gaoqi Rao, Zhenghao Liu, Chen Li, Erhong Yang, Min Zhang, Maosong Sun. In CCL’22 (Overview)

• CSynGEC: Incorporating Constituent-based Syntax for Grammatical Error Correction with a Tailored GEC-Oriented Parser. [paper] [code]
  Yue Zhang, Zhenghua Li. 2022. In Arxiv.

• Mining Error Templates for Grammatical Error Correction. [paper] [code]
  Yue Zhang, Haochen Jiang, Zuyi Bao, Bo Zhang, Chen Li, Zhenghua Li. 2022. In Arxiv.

• Technical Report of Suda-Alibaba Team on CTC-2021. [pdf]
  Yue Zhang, Zuyi Bao, Bo Zhang, Chen Li, Jiacheng Li, Zhenghua Li. 2022.

Information Extraction

• Pattern-Based Chinese Hypernym-Hyponym Relation Extraction Method. (In Chinese) [paper] [code]
  Yue Zhang, Saihao Huang, Kaihua Lu, Zhenghua Li. 2022. In Computer Applications and Software.

Talks & Blogs

• A Survey on LLM Hallucinations. (In Chinese) 2023. [Link]
• SUDA&DAMO ‘s winning solution on WAIC-2022 Chinese Text Correction Shared Task. 2022. (Reported by Datawhale) [Link]

Academic Competitions

• 1st/30+ Teams on CAIL-2022 Chinese Legal Text Correction Shared Task. (Team Leader) [Task]
• 1st/600+ Teams on WAIC-2022 Chinese Text Correction Shared Task. (Team Leader) [Task]
• 1st/200+ Teams on CTC-2021 Chinese Text Correction Shared Task. (Team Leader) [Task]
• 1st/30+ Teams on CGED-2021 Chinese Text Correction Shared Task. [Task]

Academic Services

• Reviewer: ACL-2023, EMNLP-2022/2023, COLING-2022, AAAI-2023.

Selected Awards

• Excellent Graduate Students, Soochow University, 2021.
• National Scholarship, Soochow University, 2020, 2022.