About

I am a machine learning engineer at Bloomberg AI, focusing on text generation and argument mining.
I earned my PhD from Northeastern University in 2021, advised by Lu Wang.
Download CV

Previously, I received my B.Eng. in Computer Science from Shanghai Jiao Tong University, supervised by Kenny Q. Zhu.

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Selected Papers

• Modeling and Detecting Company Risks from News
  Jiaxin Pei, Soumya Vadlamannati, Liang-Kang Huang, Daniel Preotiuc-Pietro, Xinyu Hua
  NAACL 2024 (Industry Track) [PDF]

• Efficient Argument Structure Extraction with Transfer Learning and Active Learning
  Xinyu Hua, Lu Wang Findings of ACL 2022 [PDF] [Code]

• DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Opinion Text Generation
  Xinyu Hua, Ashwin Sreevatsa, Lu Wang
  ACL 2021 [PDF]

• PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation
  Xinyu Hua, Lu Wang
  EMNLP 2020 [PDF]

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Miscellaneous

• Service: Reviewer for EMNLP, AACL, ACL, NAACL, CoNLL, AAAI.
• Languages: Mandarin (native), English (proficient), Japanese (fluent), German (beginner)

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