no code implementations • ACL 2022 • Connor Baumler, Soumya Ray
In particular, we consider using two meaning representations, one based on logical semantics and the other based on distributional semantics.
no code implementations • 4 May 2023 • Isaac Filella-Merce, Alexis Molina, Marek Orzechowski, Lucía Díaz, Yang Ming Zhu, Julia Vilalta Mor, Laura Malo, Ajay S Yekkirala, Soumya Ray, Victor Guallar
To improve the applicability domain of GM methods, we have developed a workflow based on a variational autoencoder coupled with active learning steps.
1 code implementation • ACL 2021 • Boaz Shmueli, Soumya Ray, Lun-Wei Ku
We show how to augment the data with induced emotion and induced sentiment labels.
no code implementations • NAACL 2021 • Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku
Ethical discussion regarding the use of crowdworkers within the NLP research community is typically confined in scope to issues related to labor conditions such as fair pay.
no code implementations • 24 Feb 2021 • 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 2020.
1 code implementation • EMNLP 2020 • Boaz Shmueli, Lun-Wei Ku, Soumya Ray
Sarcasm detection is an important task in affective computing, requiring large amounts of labeled data.
no code implementations • NeurIPS 2012 • Feng Cao, Soumya Ray
We describe an approach to incorporating Bayesian priors in the maxq framework for hierarchical reinforcement learning (HRL).
Hierarchical Reinforcement Learning reinforcement-learning +1
no code implementations • NeurIPS 2007 • Burr Settles, Mark Craven, Soumya Ray
In particular, we consider the case in which an MI learner is allowed to selectively query unlabeled instances in positive bags.