Despite the recent success of deep neural networks in natural language processing and
other spheres of artificial intelligence, their interpretability remains a challenge. We analyze …

Negation and speculation are universal linguistic phenomena that affect the performance of
Natural Language Processing (NLP) applications, such as those for opinion mining and …

Sentiment analysis is one of the sub-domains of Natural Language Processing (NLP) that is
of piqued interest in the research community. With the advent of e-commerce and social …

Negation is an important characteristic of language, and a major component of information
extraction from text. This subtask is of considerable importance to the biomedical domain …

Nowadays, companies and enterprises are more and more incline to exploit the pervasive
action of on-line social media, such as Facebook, Twitter and Instagram. Indeed, several …

To find out what other people think has been an essential part of information-gathering
behaviors. And in the case of movies, the movie reviews can provide an intricate insight into …

The study of evaluation, affect, and subjectivity is a multidisciplinary enterprise, including
sociology, psychology, economics, linguistics, and computer science. A number of excellent …

Nowadays, the internet and social media ease the process of reviewing products.
Consumers expose their thoughts, opinions, and experiences about products and services …

Financial news plays a significant role with regard to predicting the behaviour of financial
markets. However, the exponential growth of financial news on the Web has led to a need …

Negation handling is an important sub-task in Sentiment Analysis. Negation plays a
significant role in written text. Negation terms in sentence often changes the polarity of entire …