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 …

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 …

Detection of emotion by text analysis using machine learning

K Machová, M Szabóova, J Paralič, J Mičko - Frontiers in Psychology, 2023 - frontiersin.org
Emotions are an integral part of human life. We know many different definitions of emotions.
They are most often defined as a complex pattern of reactions, and they could be confused …

Hierarchical approach to emotion recognition and classification in texts

D Ghazi, D Inkpen, S Szpakowicz - … AI 2010, Ottawa, Canada, May 31 …, 2010 - Springer
We explore the task of automatic classification of texts by the emotions expressed. We
consider how the presence of neutral instances affects the performance of distinguishing …

[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 …

[PDF][PDF] Emotion detection from text: A survey

L Canales, P Martínez-Barco - Proceedings of the workshop on …, 2014 - aclanthology.org
This survey describes recent works in the field of Emotion Detection from text, being a part of
the broader area of Affective Computing. This survey has been inspired on the well-known …

A learning based emotion classifier with semantic text processing

V Anusha, B Sandhya - Advances in intelligent informatics, 2015 - Springer
In this modern era, we depend more and more on machines for day to day activities.
However, there is a huge gap between computer and human in emotional thinking, which is …

Unsupervised emotion detection from text using semantic and syntactic relations

A Agrawal, A An - … IEEE/WIC/ACM international conferences on …, 2012 - ieeexplore.ieee.org
Emotion detection from text is a relatively new classification task. This paper proposes a
novel unsupervised context-based approach to detecting emotion from text at the sentence …

Recognizing emotion presence in natural language sentences

I Perikos, I Hatzilygeroudis - … EANN 2013, Halkidiki, Greece, September 13 …, 2013 - Springer
Emotions constitute a key factor in human communication. Human emotion can be
expressed through various mediums such as speech, facial expressions, gestures and …