Hi, nice to e-meet you! I am an incoming PhD student at OSU under the supervision of Prof. Huan Sun. I obtain my master’s degree from Nanjing University. Previous, I am also a research intern at Blender NLP, UIUC, working with Prof. Heng Ji.
My research interests mainly include Alignment and Reasoning.
🔥 News
- 2024.5: 🎉 Our paper “PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning” is accepted by ACL 2024 Findings
- 2024.4: 🎉 Joining the OSU NLP Group!
- 2023.10: 🎉 Check out our three new papers
📝 Publications
ACL
![sym](images/PACIT.png)
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning
Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen
- PACIT: a simple and effective in-context instruction tuning method, first verifies the provided example’s correctness, then uses this to generate a better response.
arXiv preprint
![sym](images/MEET.jpg)
Parameter-Efficient Tuning Helps Language Model Alignment
Tianci Xue, Ziqi Wang, Heng Ji
- MEET, a novel approach that incorporates parameter-efficient tuning to better optimize control tokens, thus benefitting controllable generation.
arXiv preprint
![sym](images/RCoT.jpg)
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought
Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, Heng Ji
- RCoT, a novel method to improve LLMs’ reasoning abilities by automatically detecting and rectifying factual inconsistency in LLMs’ generated solutions.
🎖 Honors and Awards
- 26/2654, Top 1%, in Kaggle Feedback Prize - English Language Learning 2022.12
- The Second Prize, Top 2%, in China Undergraduate Mathematical Contest in Modeling 2021.11
- The Second Prize, Top 5% in The National University Students Intelligent Car Race 2021.7
- The Third Prize in Chinese Collegiate Computing Competition 2021.6
- The First Prize Scholarship of Hubei University of Technology 2022
- Outstanding Graduates of the School of Computer Science, Hubei University of Technology 2022
📖 Educations
- 2024.09 - Present, Ph.D., The Ohio State University(OSU).
- 2022.09 - 2024.06, Master, Nanjing University. Rank: 29/231
- 2018.09 - 2022.06, Undergraduate, Hubei University of Technology. Rank: 1/178
📌 Service
- Review Assistant: Neurips 2023
💻 Internships
- 2023.03 - Present, Intern at BLENDER NLP, UIUC.
- 2023.07 - Present, Research Assistant at SUSTECH.