Github Slot Filling

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I am Zihan (Johan) Liu (刘子涵). I received Bachelor Degree from Zhejiang University. Currently, I am a Ph.D. candidate at Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology supervised by Prof. Pascale Fung in Center of AI Research.

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  • Slot filling is looking for specific pieces of information with respect to something, and the information can be named entities (eg. Who is spouse of this person?) but can also be other things (eg. When was this person born?). Exactly what information depends on the application, but Wikipedia info boxes are a good example.
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My current research interests are cross-lingual adaptation, cross-domain adaptation, few-shot learning, and dialogue systems.

I serve as the Program Committee and Reviewer:

  • ACL 2020, AAAI 2021, NAACL 2021

Github Slot Filling Tool

Highlights

  • Two papers accepted at AAAI 2021! More details can be found here.
  • Cross-lingual Spoken Language Understanding with Regularized Representation Alignment accepted at EMNLP 2020.
  • Cross-Accented ASR accepted at Interspeech 2020.
  • Two papers accepted at ACL 2020. 1) Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling; 2) Meta-Transfer Learning for Code-Switched Speech Recognition.
  • Low-rank Transformer accepted at ICASSP 2020 (oral)
  • Mixed-Language Training for Cross-lingual Task-oriented Dialogue Systems accepted at AAAI 2020 (oral)
  • CAiRE Chatbot accepted as a demo paper at AAAI 2020 (Demo).
  • Zero-shot Cross-lingual NLU accepted at EMNLP 2019 (poster)

Slot Filling Github

Please feel free to contact me via email.