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Understanding emotion expressed in language has a wide range of applications, from building empathetic chatbots to detecting harmful online behavior.
Dens: A dataset for multi-class emotion analysis
Chen Liu, Muhammad Osama, and Anderson De Andrade. 2019 · 1910
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A coefficient of agreement for nominal scales
Jacob Cohen. 1960 · 1960
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A general psychoevolutionary theory of emotion
Robert Plutchik. 1980 · 1980
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Evidence for Universality and Cultural Variation of Differential Emotion Response Patterning
Klaus R Scherer and Harald G Wallbott. 1994 · 1994
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Affective Computing
Rosalind W Picard. 1997 · 1997
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Core affect and the psychological construction of emotion
James A Russell. 2003 · 2003
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Emotions from text: Machine learning for text-based emotion prediction
Cecilia Ovesdotter Alm, Dan Roth, and Richard Sproat. 2005 · 2005
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Norman: World’s first psychopath ai
Cebrian-M. Yanardag, P. and I. Rahwan. 2018 · 2005
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SemEval-2007 task 14: Affective text
Carlo Strapparava and Rada Mihalcea. 2007 · 2007
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Fightin’words: Lexical feature selection and evaluation for identifying the content of political conflict
Burt L Monroe, Michael P Colaresi, and Kevin M Quinn. 2008 · 2008
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Scikit-learn: Machine learning in Python
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. 2011 · 2011
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# emotional tweets
Saif M Mohammad. 2012 · 2012
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Harnessing twitter ‘big data’ for automatic emotion identification
Wenbo Wang, Lu Chen, Krishnaprasad Thirunarayan, and Amit P Sheth. 2012 · 2012
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6% of online adults are reddit users
Maeve Duggan and Aaron Smith. 2013 · 2013
Cited alongside, same era.
Detecting Emotion Stimuli in Emotion-Bearing Sentences
Diman Ghazi, Diana Inkpen, and Stan Szpakowicz. 2015 · 2015
Cited alongside, same era.
Sentiment, emotion, purpose, and style in electoral tweets
Saif M Mohammad, Xiaodan Zhu, Svetlana Kiritchenko, and Joel Martin. 2015 · 2015
Cited alongside, same era.
https://www.figure-eight.com/data/sentiment-analysis-emotion-text/
CrowdFlower. 2016 · 2016
Cited alongside, same era.
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks
Muhammad Abdul-Mageed and Lyle Ungar. 2017 · 2017
Cited alongside, same era.
Emobank: Studying the impact of annotation perspective and representation format on dimensional emotion analysis
Sven Buechel and Udo Hahn. 2017 · 2017
SocialNLP 2018 EmotionX challenge overview: Recognizing emotions in dialogues
Chao-Chun Hsu and Lun-Wei Ku. 2018 · 2018
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Obtaining reliable human ratings of valence, arousal, and dominance for 20,000 english words
Saif Mohammad. 2018 · 2018
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SemEval-2018 task 1: Affect in tweets
Saif Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, and Svetlana Kiritchenko. 2018 · 2018
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Creating a dataset for multilingual fine-grained emotion-detection using gamification-based annotation
Emily Öhman, Kaisla Kajava, Jörg Tiedemann, and Timo Honkela. 2018 · 2018
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Deep Contextualized Word Representations
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
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Identifying depression on reddit: The effect of training data
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Cited alongside, same era.
Self-report captures 27 distinct categories of emotion bridged by continuous gradients
Alan S Cowen and Dacher Keltner. 2017 · 2017
Cited alongside, same era.
Dailydialog: A manually labelled multi-turn dialogue dataset
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. 2017 · 2017
Cited alongside, same era.
The impact of toxic language on the health of reddit communities
Shruthi Mohan, Apala Guha, Michael Harris, Fred Popowich, Ashley Schuster, and Chris Priebe. 2017 · 2017
Cited alongside, same era.
Annotation, modelling and analysis of fine-grained emotions on a stance and sentiment detection corpus
Hendrik Schuff, Jeremy Barnes, Julian Mohme, Sebastian Padó, and Roman Klinger. 2017 · 2017
Cited alongside, same era.
An analysis of annotated corpora for emotion classification in text
Laura-Ana-Maria Bostan and Roman Klinger. 2018 · 2018
Cited alongside, same era.
Mapping 24 emotions conveyed by brief human vocalization
Alan S Cowen, Hillary Anger Elfenbein, Petri Laukka, and Dacher Keltner. 2018 · 2018
Cited alongside, same era.
Inna Pirina and Çağrı Çöltekin. 2018 · 2018
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Finding microaggressions in the wild: A case for locating elusive phenomena in social media posts
Luke Breitfeller, Emily Ahn, David Jurgens, and Yulia Tsvetkov. 2019 · 2019
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What the face displays: Mapping 28 emotions conveyed by naturalistic expression
Alan S Cowen and Dacher Keltner. 2019 · 2019
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Why cohen’s kappa should be avoided as performance measure in classification
Rosario Delgado and Xavier-Andoni Tibau. 2019 · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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BERT Rediscovers the Classical NLP Pipeline
Ian Tenney, Dipanjan Das, and Ellie Pavlick. 2019 · 2019
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Small and Practical BERT Models for Sequence Labeling
Henry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, and Amelia Archer. 2019 · 2019
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