Machine Learning
Emotion recognition from text using semantic labels and separable mixture models
ACM Transactions on Asian Language Information Processing (TALIP)
Music emotion classification: a fuzzy approach
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Working Set Selection Using Second Order Information for Training Support Vector Machines
The Journal of Machine Learning Research
Using emoticons to reduce dependency in machine learning techniques for sentiment classification
ACLstudent '05 Proceedings of the ACL Student Research Workshop
What emotions do news articles trigger in their readers?
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Emotion Classification of Online News Articles from the Reader's Perspective
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Word to sentence level emotion tagging for Bengali blogs
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Construction of a blog emotion corpus for Chinese emotional expression analysis
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
A blog emotion corpus for emotional expression analysis in Chinese
Computer Speech and Language
Last but definitely not least: on the role of the last sentence in automatic polarity-classification
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
The human-like emotions recognition using mutual information and semantic clues
Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
A regression approach to affective rating of chinese words from ANEW
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Trialing cartoons: Teachers' attitudes towards animation as an ELT instructional tool
Computers & Education
Emotion tracking on blogs - a case study for bengali
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Annotating expressions of Appraisal in English
Language Resources and Evaluation
Construction and application of chinese emotional corpus
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Employing hierarchical Bayesian networks in simple and complex emotion topic analysis
Computer Speech and Language
Using google n-grams to expand word-emotion association lexicon
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Chinese emotion lexicon developing via multi-lingual lexical resources integration
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Generating contextualized sentiment lexica based on latent topics and user ratings
Proceedings of the 24th ACM Conference on Hypertext and Social Media
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An emotion lexicon is an indispensable resource for emotion analysis. This paper aims to mine the relationships between words and emotions using weblog corpora. A collocation model is proposed to learn emotion lexicons from weblog articles. Emotion classification at sentence level is experimented by using the mined lexicons to demonstrate their usefulness.