Publications

For an updated list, kindly refer to my Google Scholar’s page.

Preprints

1. All in a Single Image: Large Multimodal Models are In-Image Learners
   Lei Wang, Wanyu Xu, Zhiqiang Hu, Yihuai Lan, Shan Dong, Hao Wang, Roy Ka-Wei Lee, Ee-Peng Lim
   Manuscript 2024 [paper]
2. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
   Yihuai Lan*, Zhiqiang Hu*, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang
   Manuscript 2023 [paper]
3. Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?
   Zhiqiang Hu, Roy Kaa-Wei Lee, Nancy F Chen.
   Manuscript 2023 [paper]

Pulications

1. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.
   Zhiqiang Hu, Lei Wang, Yihuai Lan, Wanyu Xu, Ee-Peng Lim, Lidong Bing, Xing Xu, Soujanya Poria, Roy Ka-Wei Lee.
   EMNLP 2023 [paper] [code ]
2. Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer
   Zhiqiang Hu, Roy Ka-Wei Lee, Nancy F Chen.
   EMNLP Findings 2023 [paper] [code]
3. Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification
   Chia-Yu Hung, Zhiqiang Hu, Yujia Hu, Roy Ka-Wei Lee.
   EMNLP Findings 2023 [paper] [code]
4. Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large language models
   Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim.
   ACL 2023 [paper] [code]
5. Text style transfer: A review and experimental evaluation
   Zhiqiang Hu, Roy Ka-Wei Lee, Charu C Aggarwal, Aston Zhang.
   ACM SIGKDD Explorations Newsletter [paper] [code]
6. Improving text auto-completion with next phrase prediction
   Dong-Ho Lee, Zhiqiang Hu, Roy Ka-Wei Lee.
   EMNLP 2021 Findings [paper]
7. Syntax matters! syntax-controlled in text style transfer
   Zhiqiang Hu, Roy Ka-Wei Lee, Charu C Aggarwal.
   RANLP 2021 [paper]
8. A Syntax-Aware Encoder for Authorship Attribution
   Jianbo Liu, Zhiqiang Hu, Jiasheng Zhang, Roy Ka-Wei Lee, Jie Shao.
   WISE 2021 [paper]
9. Deepstyle: User style embedding for authorship attribution of short texts
   Zhiqiang Hu, Roy Ka-Wei Lee, Lei Wang, Ee-peng Lim, Bo Dai.
   APWEB-WAIM 2020 [paper]

* - equal contribution