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Hi there 👋, I am Steven Au

About Me

1st year Master's student in Natural Language Processing seeking Summer 2024 Artificial Intelligence Engineering internship, passionate about conversation agents and human-computer interaction

Projects

  1. Emotion Discovery and Reasoning its Flip in Conversation - SemEval Task 10 2024 ((https://github.com/deckerkrogh/semeval-2024-10):
  • Performing emotion analysis in multiparty conversations in sitcom shows MaSac and MELD
  • Baseline BERT reached a .95 weighted F1 Score for emotion recognition while GRU with BERT embeddings performed .79 for binary emotion flip reasoning in Hinglish code-mixed
  • Approved for NAACL 2024 Workshop, completed all 3 subtasks with one score tied for first.

Skills

  • Programming Languages:

    • Python
    • C/C++
    • Java

  • Frameworks/Libraries:

    • Tensorflow
    • PyTorch
    • Scikit-learn
    • Keras
    • Pandas

  • Tools:

    • Unix
    • Git

Contact Me

Interests

Mental Health Parity Diversity Inclusion, and Belonging Theater Arts

Steven Au's Projects

cayman icon cayman

Cayman is a Jekyll theme for GitHub Pages

cse183 icon cse183

My assignments for CSE 183. Showing off my latex skills and presentations.

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