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I am particularly interested in using language as a signal for picking up on human behavior. We might not be able to program a machine with the definition of offensiveness, but perhaps through clues hidden in the language of forum users, we can train a computer to detect when users might be getting frustrated and more likely to veer into insulting behavior. There might not be a fixed threshold for what constitutes productivity, but perhaps a computer can look at the language used in a discussion and predict if it will lead to a productive outcome. I believe there is a lot of information hidden in the noisy signal that is human language, and my goal is to develop computational tools that can unlock even a small fraction of that information and make it accessible to us all.
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Proc. ACM Hum. Comput. Interact.no. CSCW2 (2022): 1-27
NAACL-HLT (1) (2019): 528-541
EMNLP/IJCNLP (1) (2019): 4743-4754
user-5f8cfb314c775ec6fa691ca8(2018)
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