Si-Qing Chen

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 22

Top Topics

Text Generation

Speculative Execution

Top Venues

Nat. Lang. Process. J.

Publications

Adrian de Wynter, Ishaan Watts, Nektar Ege Altintoprak, Tua Wongsangaroonsri, Minghui Zhang, Noura Farra, Lena Baur, Samantha Claudet, Pavel Gajdusek, Can Gören, Qilong Gu, Anna Kaminska, Tomasz Kaminski, Ruby Kuo, Akiko Kyuba, Jongho Lee, Kartik Mathur, Petter Merok, Ivana Milovanovic, Nani Paananen, Vesa-Matti Paananen, Anna Pavlenko, Bruno Pereira Vidal, Luciano Strika, Yueh Tsao, Davide Turcato, Oleksandr Vakhno, Judit Velcsov, Anna Vickers, Stéphanie Visser, Herdyan Widarmanto, Andrey Zaikin, Si-Qing Chen
RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios? CoRR (2024)
Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. ACL (Findings) (2024)
Tao Ge, Jing Hu, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei
In-context Autoencoder for Context Compression in a Large Language Model. ICLR (2024)
Song Wang, Xun Wang, Jie Mei, Yujia Xie, Sean Muarray, Zhang Li, Lingfeng Wu, Si-Qing Chen, Wayne Xiong
Developing a Reliable, General-Purpose Hallucination Detection and Mitigation Service: Insights and Lessons Learned. CoRR (2024)
Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. CoRR (2024)
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
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR (2024)
Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. CoRR (2023)
Tao Ge, Hu Jing, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei
Extensible Prompts for Language Models on Zero-shot Language Style Customization. NeurIPS (2023)
Minghui Zhang, Alex Sokolov, Weixin Cai, Si-Qing Chen
Multi-aspect Repetition Suppression and Content Moderation of Large Language Models. CoRR (2023)
Adrian de Wynter, Anthony Hevia, Si-Qing Chen
A User-Centered Evaluation of Spanish Text Simplification. CoRR (2023)
Adrian de Wynter, Xun Wang, Alex Sokolov, Qilong Gu, Si-Qing Chen
An Evaluation on Large Language Model Outputs: Discourse and Memorization. CoRR (2023)
Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang
Semiparametric Language Models Are Scalable Continual Learners. CoRR (2023)
Adrian de Wynter, Xun Wang, Alex Sokolov, Qilong Gu, Si-Qing Chen
An evaluation on large language model outputs: Discourse and memorization. Nat. Lang. Process. J. 4 (2023)
Tao Ge, Jing Hu, Xun Wang, Si-Qing Chen, Furu Wei
In-context Autoencoder for Context Compression in a Large Language Model. CoRR (2023)
Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation. EMNLP (Findings) (2023)
Yujia Xie, Xun Wang, Si-Qing Chen, Wayne Xiong, Pengcheng He
Interactive Editing for Text Summarization. CoRR (2023)
Adrian de Wynter, Xun Wang, Qilong Gu, Si-Qing Chen
On Meta-Prompting. CoRR (2023)
Xun Wang, Tao Ge, Allen Mao, Yuki Li, Furu Wei, Si-Qing Chen
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite. CoRR (2022)
Tao Ge, Si-Qing Chen, Furu Wei
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. EMNLP (2022)
Tao Ge, Heming Xia, Xin Sun, Si-Qing Chen, Furu Wei
Lossless Acceleration for Seq2seq Generation with Aggressive Decoding. CoRR (2022)
Xingxing Zhang, Yiran Liu, Xun Wang, Pengcheng He, Yang Yu, Si-Qing Chen, Wayne Xiong, Furu Wei
Momentum Calibration for Text Generation. CoRR (2022)
Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei
Extensible Prompts for Language Models. CoRR (2022)
Si-Qing Chen, Luomai Xu
A full and efficient machine tractable dictionary for natural language processing: A revised version of the CUVOALD. Comput. Humanit. 28 (3) (1994)