Identifying expressions of emotion in text

S Aman, S Szpakowicz - International Conference on Text, Speech and …, 2007 - Springer
Finding emotions in text is an area of research with wide-ranging applications. We describe
an emotion annotation task of identifying emotion category, emotion intensity and the …

Who feels what and why? annotation of a literature corpus with semantic roles of emotions

E Kim, R Klinger - … of the 27th International Conference on …, 2018 - aclanthology.org
Most approaches to emotion analysis in fictional texts focus on detecting the emotion
expressed in text. We argue that this is a simplification which leads to an overgeneralized …

Emotion detection from text

SN Shivhare, S Khethawat - arXiv preprint arXiv:1205.4944, 2012 - arxiv.org
Emotion can be expressed in many ways that can be seen such as facial expression and
gestures, speech and by written text. Emotion Detection in text documents is essentially a …

Learning to identify emotions in text

C Strapparava, R Mihalcea - Proceedings of the 2008 ACM symposium …, 2008 - dl.acm.org
This paper describes experiments concerned with the automatic analysis of emotions in text.
We describe the construction of a large data set annotated for six basic emotions: ANGER …

An experimental analysis of data annotation methodologies for emotion detection in short text posted on social media

M Krommyda, A Rigos, K Bouklas, A Amditis - Informatics, 2021 - mdpi.com
Opinion mining techniques, investigating if text is expressing a positive or negative opinion,
continuously gain in popularity, attracting the attention of many scientists from different …

[PDF][PDF] Construction of a blog emotion corpus for Chinese emotional expression analysis

C Quan, F Ren - Proceedings of the 2009 conference on empirical …, 2009 - aclanthology.org
There is plenty of evidence that emotion analysis has many valuable applications. In this
study a blog emotion corpus is constructed for Chinese emotional expression analysis. This …

[PDF][PDF] Extracting causes of emotions from text

A Neviarouskaya, M Aono - Proceedings of the Sixth International …, 2013 - aclanthology.org
This paper focuses on the novel task of automatic extraction of phrases related to causes of
emotions. The analysis of emotional causes in sentences, where emotions are explicitly …

[PDF][PDF] Hierarchical versus flat classification of emotions in text

D Ghazi, D Inkpen, S Szpakowicz - Proceedings of the NAACL …, 2010 - aclanthology.org
We explore the task of automatic classification of texts by the emotions expressed. Our novel
method arranges neutrality, polarity and emotions hierarchically. We test the method on two …

Recognizing emotions in text using ensemble of classifiers

I Perikos, I Hatzilygeroudis - Engineering Applications of Artificial …, 2016 - Elsevier
Emotions constitute a key factor in human nature and behavior. The most common way for
people to express their opinions, thoughts and communicate with each other is via written …

[PDF][PDF] # Emotional tweets

S Mohammad - * SEM 2012: The First Joint Conference on Lexical …, 2012 - aclanthology.org
Detecting emotions in microblogs and social media posts has applications for industry,
health, and security. However, there exists no microblog corpus with instances labeled for …