activity
20192021
most citedBeyond Fair Pay: Ethical Implications of NLP Crowdsourcing

60 citations · 105 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CL2021

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

Boaz Shmueli, Soumya Ray, Lun-Wei Ku

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 reacti…

cs.CL2021★ 60 cited

Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing

Boaz Shmueli, Jan Fell, Soumya Ray +1

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…

cs.CL2021★ 2 cited

SocialNLP EmotionGIF 2020 Challenge Overview: Predicting Reaction GIF Categories on Social Media

Boaz Shmueli, Lun-Wei Ku, Soumya Ray

We present an overview of the EmotionGIF2020 Challenge, held at the 8th International Workshop on Natural Language Processing for Social Media (SocialNLP), in conjunction with ACL…

cs.CL2020★ 23 cited

Reactive Supervision: A New Method for Collecting Sarcasm Data

Boaz Shmueli, Lun-Wei Ku, Soumya Ray

Sarcasm detection is an important task in affective computing, requiring large amounts of labeled data. We introduce reactive supervision, a novel data collection method that utili…

cs.SI2019

Tutorial on NLP-Inspired Network Embedding

Boaz Shmueli

This tutorial covers a few recent papers in the field of network embedding. Network embedding is a collective term for techniques for mapping graph nodes to vectors of real numbers…

cs.CL2019★ 20 cited

SocialNLP EmotionX 2019 Challenge Overview: Predicting Emotions in Spoken Dialogues and Chats

Boaz Shmueli, Lun-Wei Ku

We present an overview of the EmotionX 2019 Challenge, held at the 7th International Workshop on Natural Language Processing for Social Media (SocialNLP), in conjunction with IJCAI…