A survey of sentiment analysis in social media
Sentiments or opinions from social media provide the most up-to-date and inclusive
information, due to the proliferation of social media and the low barrier for posting the …
information, due to the proliferation of social media and the low barrier for posting the …
Sentiment analysis: An overview from linguistics
M Taboada - Annual Review of Linguistics, 2016 - annualreviews.org
Sentiment analysis is a growing field at the intersection of linguistics and computer science
that attempts to automatically determine the sentiment contained in text. Sentiment can be …
that attempts to automatically determine the sentiment contained in text. Sentiment can be …
Sentiment analysis: A survey on design framework, applications and future scopes
M Bordoloi, SK Biswas - Artificial intelligence review, 2023 - Springer
Sentiment analysis is a solution that enables the extraction of a summarized opinion or
minute sentimental details regarding any topic or context from a voluminous source of data …
minute sentimental details regarding any topic or context from a voluminous source of data …
A survey on opinion mining and sentiment analysis: tasks, approaches and applications
With the advent of Web 2.0, people became more eager to express and share their opinions
on web regarding day-to-day activities and global issues as well. Evolution of social media …
on web regarding day-to-day activities and global issues as well. Evolution of social media …
Aspect-based opinion ranking framework for product reviews using a Spearman's rank correlation coefficient method
Opinion mining (also called sentiment analysis) is a type of natural language processing for
computing people's opinions and emotions. It detects opinions from structured, semi …
computing people's opinions and emotions. It detects opinions from structured, semi …
Multilingual sentiment analysis for under-resourced languages: a systematic review of the landscape
KR Mabokela, T Celik, M Raborife - IEEE Access, 2022 - ieeexplore.ieee.org
Sentiment analysis automatically evaluates people's opinions of products or services. It is an
emerging research area with promising advancements in high-resource languages such as …
emerging research area with promising advancements in high-resource languages such as …
An attention-based CNN-LSTM model for subjectivity detection in opinion-mining
Opinion-mining generally refers to analyzing opinions on various topics available in the form
of text. It is an essential operation of natural language processing since it enables efficient …
of text. It is an essential operation of natural language processing since it enables efficient …
Supervised sentiment analysis in multilingual environments
This article tackles the problem of performing multilingual polarity classification on Twitter,
comparing three techniques:(1) a multilingual model trained on a multilingual dataset …
comparing three techniques:(1) a multilingual model trained on a multilingual dataset …
Overview of the CLEF-2023 CheckThat! Lab: Task 2 on Subjectivity in News Articles
We describe the outcome of the 2023 edition of the CheckThat! Lab at CLEF. We focus on
subjectivity (Task 2), which has been proposed for the first time. It aims at fostering the …
subjectivity (Task 2), which has been proposed for the first time. It aims at fostering the …
Universal, unsupervised (rule-based), uncovered sentiment analysis
We present a novel unsupervised approach for multilingual sentiment analysis driven by
compositional syntax-based rules. On the one hand, we exploit some of the main …
compositional syntax-based rules. On the one hand, we exploit some of the main …