X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection

no code implementations • SemEval (NAACL) 2022 • Yaqian Han, Yekun Chai, Shuohuan Wang, Yu Sun, Hongyi Huang, Guanghao Chen, Yitong Xu, Yang Yang

Detecting sarcasm and verbal irony from people's subjective statements is crucial to understanding their intended meanings and real sentiments and positions in social scenarios.

Multi-Label Classification Natural Language Understanding +2

Structured Neural Topic Models for Reviews

no code implementations • 12 Dec 2018 • Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent

We present Variational Aspect-based Latent Topic Allocation (VALTA), a family of autoencoding topic models that learn aspect-based representations of reviews.

Sentence Topic Models