Boaz Shmueli

2 accepted papers

2021

Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing

Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku

NAACL 2021long

The use of crowdworkers in NLP research is growing rapidly, in tandem with the exponential increase in research production in machine learning and AI. Ethical discussion regarding the use of crowdworkers within the NLP research community is typically confined in scope to issues related to labor cond…

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2021

Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter

Boaz Shmueli, Soumya Ray, Lun-Wei Ku

ACL 2021short

Datasets with induced emotion labels are scarce but of utmost importance for many NLP tasks. We present a new, automated method for collecting texts along with their induced reaction labels. The method exploits the online use of reaction GIFs, which capture complex affective states. We show how to a…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗