Hey guys, this is 伍鸿秋 (Hongqiu Wu). I am now a PhD student in Deptment of CS, Shanghai Jiao Tong University, supervised by Professor Hai Zhao and Min Zhang. My research interest includes open virtual world, narrative, and error correction. I achieved the best on Adversarial GLUE and HellaSWAG. I worked as a research intern at miHoYo. I’m serveing as reviewer for ARR, NeurIPS, ICML, etc.

Project

Interactive Drama

We developed LLM-based interactive drama in a script of Detective Conan, where audience can step into the play to interact with the characters. [repo] [zhihu] Our work is accepted by ACL 2024.

Free Pokémon

A new game genre Open Role-Playing Game (ORPG). Players are allowed to craft their own pokemons by issuing natural language scripts. [repo] [video]

Instruction-Driven Poker Engine

It allows players to craft specific games by natural language. [demo] [zhihu] Our work is accepted by EMNLP 2024 Demonstration.

ReLM

We released ReLM (Rephrasing Language Model), a new state-of-the-art standard for Chinese Spelling Correction (CSC). [repo] [zhihu]; LEMON, a novel multi-domain CSC benchmark with ByteDance. [repo]

Education

• PhD, Department of Computer Science and Engineering, Shanghai Jiao Tong University, 2020 - present

• Bachelor of Engineering, Information Engineering, Shanghai Jiao Tong University, 2015 - 2020

Publication

* denotes equal contribution

2024

• [COLING 2025] Linfeng Liu, Hongqiu Wu, Hai Zhao. Driving Chinese Spelling Correction from a Fine-Grained Perspective.

• [EMNLP 2024 Demo] Hongqiu Wu*, Xingyuan Liu*, Yan Wang, Hai Zhao. Instruction-Driven Game Engine: A Poker Case Study.
• [Arxiv] Hongqiu Wu, Zekai Xu, Tianyang Xu, Jiale Hong, Weiqi Wu, Yan Wang, Hai Zhao, Min Zhang, Zhezhi He. Evolving Virtual World with Delta-Engine.
• [Arxiv] Jiale Hong*, Hongqiu Wu*, Hai Zhao. Game Development as Human-LLM Interaction.
• [Arxiv] Weiqi Wu, Hongqiu Wu, Hai Zhao. Self-Directed Turing Test for Large Language Models.
• [ACL 2024] Weiqi Wu*, Hongqiu Wu*, Lai Jiang, Xingyuan Liu, Jiale Hong, Hai Zhao, Min Zhang. From Role-Play to Drama-Interaction: An LLM Solution.
• [ACL 2024] Lai Jiang*, Hongqiu Wu*, Hai Zhao, Min Zhang. Chinese Spelling Corrector Is Just Language Learner.
• [Arxiv] Hongqiu Wu, Yan Wang, Xingyuan Liu, Hai Zhao, Min Zhang. Instruction-Driven Game Engines for Large Language Models.
• [COLING 2024] Yifei Yang*, Hongqiu Wu*, Hai Zhao. Attack Named Entity Recognition by Entity Boundary Interference.
• [COLING 2024] Khai Jiet Liong, Hongqiu Wu, Hai Zhao. Unveiling Vulnerability of Self-Attention.
• [AAAI 2024] Linfeng Liu*, Hongqiu Wu*, Hai Zhao. Chinese Spelling Correction as Rephrasing Language Model.

2023

• [EMNLP 2023] Hongqiu Wu, Linfeng Liu, Hai Zhao, Min Zhang. Empower Nested Boolean Logic via Self-Supervised Curriculum Learning.
• [ACL 2023] Hongqiu Wu, Shaohua Zhang, Yuchen Zhang, Hai Zhao. Rethinking Masked Language Modeling for Chinese Spelling Correction.
• [ICLR 2023] Hongqiu Wu, Yongxiang Liu, Hanwen Shi, Hai Zhao, Min Zhang. Toward Adversarial Training on Contextualized Language Representation.
• [AAAI 2023] Hongqiu Wu, Ruixue Ding, Hai Zhao, Pengjun Xie, Fei Huang, Min Zhang. Adversarial Self-Attention for Language Understanding.

2022

• [EMNLP 2022] Hongqiu Wu, Ruixue Ding, Hai Zhao, Boli Chen, Pengjun Xie, Fei Huang, Min Zhang. Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning.
• [COLING 2022] Yiyang Li, Hongqiu Wu, Hai Zhao. Semantic-Preserving Adversarial Code Comprehension.

2021

• [Arxiv] Hongqiu Wu, Hai Zhao, Min Zhang. Not All Attention Is All You Need.
• [ACL 2021] Hongqiu Wu, Hai Zhao, Min Zhang. Code Summarization with Structure-induced Transformer.

Honor

• National Scholarship (国家奖学金)
• Huawei Scholarship (华为奖学金)
• Intel Scholarship (英特尔奖学金)
• Third place in Obei Cup
• Outstanding Student Scholarship
• The SJTU Cup Champions for Football

Talk

• LLM-based Interactive Drama, Netease, Hangzhou, 2024.11
• Open Virtual World and Delta-Engine, SJTU-CS Global Lunch Seminar, Shanghai, 2024.10
• LLM-based Interactive Drama, Minimax, Shanghai, 2024.9

Experience

• Research Intern, miHoYo LumiNLP
• Research Intern, ByteDance AI Lab
• Research Intern, Alibaba DAMO Academy
• Research Intern, Xiaomi AI Lab
• Algorithm Engineer Intern, Jing Dong Digits
• Algorithm Engineer Intern, Ping An Insurance