Si-Qing Chen

Joined

September 2022

Names

Si-Qing Chen (Preferred)

Emails

****@microsoft.com (Confirmed)

Personal Links

ORCID

Semantic Scholar

ACL Anthology

Career & Education History

Partner Applied Science Manager

Microsoft (microsoft.com)

2021 – 2025

Principal Applied Scientist

Microsoft (microsoft.com)

2015 – 2021

Principal Software Enginner Lead

Microsoft (microsoft.com)

2006 – 2015

Computational Linguist

Microsoft (microsoft.com)

2000 – 2006

PhD student

University of Illinois at Urbana-Champaign (uiuc.edu)

1993 – 2000

Advisors, Relations & Conflicts

Coworker

Xun Wang

Present

Coworker

Furu Wei

2019 – 2022

Coworker

Tao Ge

2019 – 2022

Expertise

computational linguistics

natural language processing

natural language understanding

natural language generation

2000 – 2025

Publications

WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale
Jiaxi Li, Xingxing Zhang, XWang, Xiaolong Huang, Li Dong, Liang Wang, Si-Qing Chen, Wei Lu, Furu Wei
- Submitted to ICLR 2026
- Readers: Everyone
DocReward: A Document Reward Model for Structuring and Stylizing
Junpeng Liu, Yuzhong Zhao, Bowen Cao, Jiayu Ding, Yilin Jia, Tengchao Lv, Yupan Huang, Shaohan Huang, Nan Yang, Li Dong, Lei Cui, Tao Ge, XWang, Huitian Jiao, Sun Mao, FNU Kartik, Si-Qing Chen, Wai Lam, Furu Wei
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
- Accepted by TMLR
- Readers: Everyone
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks
Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Xun Wang, Si-Qing Chen, Michael J. Wooldridge, Janet B. Pierrehumbert, Furu Wei
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
- Submitted to ICLR 2025
- Readers: Everyone
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks
Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Jing Yao, Si-Qing Chen, Michael J. Wooldridge, Furu Wei
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
- Submitted to NeurIPS 2024
- Readers: Everyone
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao
- NeurIPS 2024 poster
- Readers: Everyone
SupMem: Support Memorization for Semiparametric Language Models
Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
In-context Autoencoder for Context Compression in a Large Language Model
Tao Ge, Hu Jing, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei
- ICLR 2024 poster
- Readers: Everyone

View all 14 publications

Co-Authors

View all 54 co-authors