Косинус

Traditional text similarity measures consider each term similar only to itself and do not model semantic relatedness of terms. We pro- pose a novel discriminative training method that projects the …...

This paper describes the details of our sys- tem submitted to the SemEval 2015 shared task on sentiment analysis of figurative lan- guage on Twitter. We tackle the problem as …...

AbstractFine-tuned pre-trained language models (LMs) have achieved enormous success in many natural language processing (NLP) tasks, but they still require excessive labeled data in the fine-tuning stage. We study the …...

Document Clustering aims to group similar documents based on the distance among them. A wide range of distance measures are available in the literature, and selecting an appropriate distance function …...