Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings

no code implementations • ACL 2018 • Maksim Tkachenko, Chong Cher Chia, Hady Lauw

We explore the notion of subjectivity, and hypothesize that word embeddings learnt from input corpora of varying levels of subjectivity behave differently on natural language processing tasks such as classifying a sentence by sentiment, subjectivity, or topic.

General Classification Sentence +3

A Convolution Kernel Approach to Identifying Comparisons in Text

1 code implementation • IJCNLP 2015 • Maksim Tkachenko, Hady Lauw

Sentiment Analysis