Like it or not: A survey of twitter sentiment analysis methods

A Giachanou, F Crestani - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Sentiment analysis in Twitter is a field that has recently attracted research interest. Twitter is
one of the most popular microblog platforms on which users can publish their thoughts and …

Online suicide prevention through optimised text classification

B Desmet, V Hoste - Information Sciences, 2018 - Elsevier
Online communication platforms are increasingly used to express suicidal thoughts. There is
considerable interest in monitoring such messages, both for population-wide and individual …

Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts

P Nakov, S Rosenthal, S Kiritchenko… - Language Resources …, 2016 - Springer
We present the development and evaluation of a semantic analysis task that lies at the
intersection of two very trendy lines of research in contemporary computational linguistics:(1) …

Monday mornings are my fave:)# not exploring the automatic recognition of irony in english tweets

C Van Hee, E Lefever, V Hoste - Proceedings of COLING 2016 …, 2016 - aclanthology.org
Recognising and understanding irony is crucial for the improvement natural language
processing tasks including sentiment analysis. In this study, we describe the construction of …

Named entity recognition on Twitter for Turkish using semi-supervised learning with word embeddings

E Okur, H Demir, A Özgür - arXiv preprint arXiv:1810.08732, 2018 - arxiv.org
Recently, due to the increasing popularity of social media, the necessity for extracting
information from informal text types, such as microblog texts, has gained significant attention …

Sentiment analysis of german twitter

W Sidorenko - arXiv preprint arXiv:1911.13062, 2019 - arxiv.org
This thesis explores the ways by how people express their opinions on German Twitter,
examines current approaches to automatic mining of these feelings, and proposes novel …

[PDF][PDF] LT3: Sentiment classification in user-generated content using a rich feature set

C Van Hee, M Van de Kauter, O De Clercq… - International …, 2014 - biblio.ugent.be
This paper describes our contribution to the SemEval-2014 Task 9 on sentiment analysis in
Twitter. We participated in both strands of the task, viz. classification at message-level …

[PDF][PDF] Applying machine learning and natural language processing techniques to twitter sentiment classification for turkish and english

D Ayata - 2018 - researchgate.net
Determining the feelings of a user on a topic is called sentiment analysis. Sentiment analysis
is done so as not just to get a sort of feedback data for decision making but also to check the …

[PDF][PDF] LT3 at SemEval-2019 task 5: Multilingual detection of hate speech against immigrants and women in twitter (hatEval)

N Bauwelinck, G Jacobs, V Hoste… - … Workshop on Semantic …, 2019 - biblio.ugent.be
This paper describes our contribution to the SemEval-2019 Task 5 on the detection of hate
speech against immigrants and women in Twitter (hatEval). We considered a supervised …

[图书][B] Semantic sentiment analysis of microblogs

H Saif - 2015 - search.proquest.com
Microblogs and social media platforms are now considered among the most popular forms
of online communication. Through a platform like Twitter, much information reflecting …