Recent evolutions in the e-commerce market have led to an increasing importance attributed
by consumers to product reviews made by third parties before proceeding to purchase. The …

The choice associated with words is a fundamental property of natural languages. It lies at
the heart of quantitative linguistics, computational linguistics and language sciences more …

With the development of Internet technology, short texts have gradually become the main
medium for people to obtain information and communicate. Short text reduces the threshold …

It is a well-established practice to build a robust system for sound event detection by training
supervised deep learning models on large datasets, but audio data collection and labeling …

Language is processed on a more or less word-by-word basis, and the processing difficulty
induced by each word is affected by our prior linguistic experience as well as our general …

In recent years, many studies have been devoted to discovering the inner workings of
Transformer-based models, such as BERT, for instance, attempting to identify what …

Zipf's law of abbreviation, which posits a negative correlation between word frequency and
length, is one of the most famous and robust cross-linguistic generalizations. At the same …

Social media platforms such as Twitter are extensively used for expressing and exchanging
thoughts, opinions, ideas, and feelings, ie, reactions concerning a topic or an event. Factual …

Text classification (TC) is a subtask of natural language processing (NLP) that categorizes
text pieces into predefined classes based on their textual content and thematic aspects. This …

With the rapid development of the Internet and social media, false information, rumors, and
misleading content have become pervasive, posing significant threats to public opinion and …