Siru Ouyang

I am a second-year Ph.D. student at University of Illinois Urbana-Champaign (UIUC), under the supervision of Prof. Jiawei Han. I received my Bachelor's degree from the IEEE honored class, Shanghai Jiao Tong University (SJTU) in 2022. In my undergraduate years, I was advised by Prof. Hai Zhao and collaborated with Zhuosheng Zhang at SJTU.

My research interests mainly lie in NLP. Nowadays, I am generally exploring LLMs in a data-centric sense. I also do some IE from time to time. Previously, I did research in QA and conversations.

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The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions

Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han

EMNLP 2023, Proceedings [paper] [code]

Instruct and Extract: Instruction Tuning for On-Demand Information Extraction

Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han

EMNLP 2023, Proceedings [paper] [code]

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data

Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin Burke, Huimin Zhao, Jiawei Han

EMNLP 2023, Demonstrations [paper] [code]

Compositional Data Augmentation for Abstractive Conversation Summarization

Siru Ouyang, Jiaao Chen, Jiawei Han, and Diyi Yang

ACL 2023, Proceedings [paper] [code]

ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision

Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang, and Jiawei Han

ACL 2023, Findings [paper] [code]

Towards End-to-End Open Conversational Machine Reading

Sizhe zhou, Siru Ouyang, Zhuosheng Zhang, and Hai Zhao

EACL 2023, Findings [paper]

Fact-driven Logical Reasoning

Siru Ouyang, Zhuosheng Zhang, and Hai Zhao

AAAI 2024 [paper] [code]

Smoothing Dialogue States for Open Conversational Machine Reading

Zhuosheng Zhang*, Siru Ouyang*, Hai Zhao, Masao Utiyama, and Eiichiro Sumita

EMNLP 2021, Proceedings [paper] [code]

Dialogue Graph Modeling for Conversational Machine Reading

Siru Ouyang*, Zhuosheng Zhang*, and Hai Zhao

ACL 2021, Findings [paper] [code]

Two-Hop Relay Deployment Based on User Trajectory in Wireless Networks

Zhiyao Li, Siru Ouyang, Xiaofeng Gao, and Guihai Chen

the Computer Journal 2021 [paper]

I love playing the piano. I have been practicing the piano ever since I was 5 (I still try to find time practicing in my Ph.D. journey). I am a crazy fan of Frédéric Chopin, and I am also fond of music pieces arranged by Animenz. Some of my repertoires include Ballade No.1 Op.23, Polonaise in A-flat major, Op.53, My Dearest, Unravel, and Prelude g-moll, op.23, No.5