A discourse containing one or more sentences describes daily issues and events for people
to communicate their thoughts and opinions. As sentences are normally consist of multiple …

Previous studies observed that finetuned models may be better base models than the vanilla
pretrained model. Such a model, finetuned on some source dataset, may provide a better …

E-commerce strongly relies on marketing strategies that utilize user given feedback on
services provided. Hotels and other hospitabilty outlets such as restaurants enlist user …

Implicit discourse relation recognition (IDRR) is to detect and classify relation sense
between two text segments without an explicit connective. Existing neural network models …

Work on shallow discourse parsing in English has focused on the Wall Street Journal
corpus, the only large-scale dataset for the language in the PDTB framework. However, the …

Sentiment analysis is a core task in the field of natural language processing. Despite
considerable development over time, existing sentiment classification techniques for Tibetan …

Few-shot learning and meta-learning have attracted increasing attention in recent years.
Meta-learning in NLP has also shown great progress, including subset masked language …