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Computational detection and understanding of empathy is an important factor in advancing human-computer interaction.
Test “reliability”: Its meaning and determination
Lee J Cronbach. 1947 · 1947
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Interpersonal Reactivity Index
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The satisfaction with life scale
ED Diener, Robert A Emmons, Randy J Larsen, and Sharon Griffin. 1985 · 1985
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Distress and empathy: Two qualitatively distinct vicarious emotions with different motivational consequences
C Daniel Batson, Jim Fultz, and Patricia A Schoenrade. 1987 · 1987
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Evidence for altruism: Toward a pluralism of prosocial motives
C Daniel Batson and Laura L Shaw. 1991 · 1991
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Is empathy-induced helping due to self–other merging?
C Daniel Batson, Karen Sager, Eric Garst, Misook Kang, Kostia Rubchinsky, and Karen Dawson. 1997 · 1997
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Affective Computing
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Unto others: The evolution of altruism
Elliott Sober and David Sloan Wilson. 1997 · 1997
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A very brief measure of the big-five personality domains
Samuel D Gosling, Peter J Rentfrow, and William B Swann Jr. 2003 · 2003
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NLTK: The natural language toolkit
Steven Bird. 2006 · 2006
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Modeling and evaluating empathy in embodied companion agents
Scott W McQuiggan and James C Lester. 2007 · 2007
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SemEval 2007 Task 14: Affective text
Carlo Strapparava and Rada Mihalcea. 2007 · 2007
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Compassion: an evolutionary analysis and empirical review
Jennifer L Goetz, Dacher Keltner, and Emiliana Simon-Thomas. 2010 · 2010
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Prosocial motives, emotions, and behavior: The better angels of our nature
M. Mikulincer and P. R. Shaver, editors. 2010 · 2010
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Analyzing the language of therapist empathy in motivational interview based psychotherapy
Bo Xiao, Dogan Can, Panayiotis G Georgiou, David Atkins, and Shrikanth S Narayanan. 2012 · 2012
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Recursive deep models for semantic compositionality over a sentiment treebank
Richard Socher, Alex Perelygin, Jean Y. Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, and Christopher Potts. 2013 · 2013
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Predicting therapist empathy in motivational interviews using language features inspired by psycholinguistic norms
James Gibson, Nikolaos Malandrakis, Francisco Romero, David C Atkins, and Shrikanth S Narayanan. 2015 · 2015
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Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba. 2015 · 2015
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Modelling representation noise in emotion analysis using gaussian processes
Daniel Beck. 2017 · 2017
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Enriching word vectors with subword information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomáš Mikolov. 2017 · 2017
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EmoBank: Studying the impact of annotation perspective and representation format on dimensional emotion analysis
Sven Buechel and Udo Hahn. 2017 · 2017
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Identifying empathetic messages in online health communities
Hamed Khanpour, Cornelia Caragea, and Prakhar Biyani. 2017 · 2017
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WASSA-2017 shared task on emotion intensity
Saif Mohammad and Felipe Bravo-Marquez. 2017a · 2017
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Emotion intensities in tweets
Saif M. Mohammad and Felipe Bravo-Marquez. 2017b · 2017
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Sentiment Analysis: Mining Opinions, Sentiments and Emotions
Bing Liu. 2015 · 2015
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The emerging study of positive empathy
Sylvia A Morelli, Matthew D Lieberman, and Jamil Zaki. 2015 · 2015
Cited alongside, same era.
Empathy: a review of the concept
Benjamin MP Cuff, Sarah J Brown, Laura Taylor, and Douglas J Howat. 2016 · 2016
Cited alongside, same era.
Zara the supergirl: An empathetic personality recognition system
Pascale Fung, Anik Dey, Farhad Bin Siddique, Ruixi Lin, Yang Yang, Yan Wan, and Ho Yin Ricky Chan. 2016 · 2016
Cited alongside, same era.
Dimensional sentiment analysis using a regional CNN-LSTM model
Jin Wang, Liang-Chih Yu, K. Robert Lai, and Xuejie Zhang. 2016 · 2016
Cited alongside, same era.
Recognizing pathogenic empathy in social media
Muhammad Abdul-Mageed, Anneke Buffone, Hao Peng, Johannes C Eichstaedt, and Lyle H Ungar. 2017 · 2017
Cited alongside, same era.
EmoNet: Fine-grained emotion detection with gated recurrent neural networks
Muhammad Abdul-Mageed and Lyle H. Ungar. 2017 · 2017
Cited alongside, same era.
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Understanding and predicting empathic behavior in counseling therapy
Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, and Lawrence An. 2017 · 2017
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SemEval-2017 Task 4: Sentiment analysis in Twitter
Sara Rosenthal, Noura Farra, and Preslav Nakov. 2017 · 2017
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DLATK: Differential language analysis toolkit
H Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle Ungar, and Johannes Eichstaedt. 2017 · 2017
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Emotion representation mapping for automatic lexicon construction (mostly) performs on human level
Sven Buechel and Udo Hahn. 2018a · 2018
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Word emotion induction for multiple languages as a deep multi-task learning problem
Sven Buechel and Udo Hahn. 2018b · 2018
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Advances in pre-training distributed word representations
Tomas Mikolov, Edouard Grave, Piotr Bojanowski, Christian Puhrsch, and Armand Joulin. 2018 · 2018
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