Iyad Rahwan

Evaluating Style Transfer for Text

2019 · arXiv (Cornell University)

Research in the area of style transfer for text is currently bottlenecked by a lack of standard evaluation practices. This paper aims to alleviate this issue by experimentally identifying best practices with a Yelp sentiment …

Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm

2017

NLP tasks are often limited by scarcity of manually annotated data. In social media sentiment analysis and related tasks, researchers have therefore used binarized emoticons and specific hashtags as forms of distant supervision. Our paper …