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Chunhua Liu

Doctoral student @ The University of Melbourne

word association explanation; interpretability; commonsense knoweldge acquisition; word association categorization

hypenym extraction; anchored prompts; pre-trained language models

3

presentations

2

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SHORT BIO

Chunhua Liu is a PhD student in natural language processing at The University of Melbourne under the supervision of Trevor Cohn and Lea Frermann. Her research interests center around understanding the structure and relationships between concepts through interdisciplinary perspectives, including natural language processing and cognitive psychology. With a specific emphasis on understanding the structure and reasons behind human word associations, evaluating the potential of word associations as a source of commonsense knowledge and incorporating commonsense knowledge to improve neural models' reasoning ability on tasks, such as commonsense question answering and natural language inferences. Additionally, she is interested in exploring concept representation and categorization across languages and cultures.

Presentations

WAX: A Dataset for Word Association eXplanations

Chunhua Liu

Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts

Chunhua Liu and 2 other authors

WAX: A New Dataset for Word Association eXplanations

Chunhua Liu and 3 other authors

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