Social media is a powerful source of communication among people to share their sentiments in the form of opinions and views about any topic or article, which results in an enormous …
Text classification is the most fundamental and essential task in natural language processing. The last decade has seen a surge of research in this area due to the …
G Brauwers, F Frasincar - IEEE Transactions on Knowledge …, 2021 - ieeexplore.ieee.org
Attention is an important mechanism that can be employed for a variety of deep learning models across many different domains and tasks. This survey provides an overview of the …
Text classification is the most fundamental and essential task in natural language processing. The last decade has seen a surge of research in this area due to the …
Modern day computer vision tasks requires efficient solution to problems such as image recognition, natural language processing, object detection, object segmentation and …
W Li, F Qi, M Tang, Z Yu - Neurocomputing, 2020 - Elsevier
There are a lot of linguistic knowledge and sentiment resources nowadays, but in the current research with deep learning framework, these kinds of unique sentiment information are not …
Z Chen, T Qian - Proceedings of the 57th annual meeting of the …, 2019 - aclanthology.org
Aspect-level sentiment classification aims to determine the sentiment polarity of a sentence towards an aspect. Due to the high cost in annotation, the lack of aspect-level labeled data …
Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but …
T Abdullah, A Ahmet - ACM Computing Surveys, 2022 - dl.acm.org
Humans are increasingly integrated with devices that enable the collection of vast unstructured opinionated data. Accurately analysing subjective information from this data is …