Heshaam Faili

Aspect Category Detection via Topic-Attention Network

2019 · arXiv (Cornell University)

The e-commerce has started a new trend in natural language processing through sentiment analysis of user-generated reviews. Different consumers have different concerns about various aspects of a specific product or service. Aspect category detection, as …

Cross-lingual Adaptation Using Universal Dependencies

2021 · ACM Transactions on Asian and Low-Resource Language Information Processing

We describe a cross-lingual adaptation method based on syntactic parse trees obtained from the Universal Dependencies (UD), which are consistent across languages, to develop classifiers in low-resource languages. The idea of UD parsing is to …