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Emotions from Text: Machine Learning for Text-based Emotion Prediction
Cecilia Ovesdotter Alm
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Dan Roth
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Richard Sproat
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Paper Details:
Month: October
Year: 2005
Location: Vancouver, British Columbia, Canada
Venue:
EMNLP |
HLT |
SIG: SIGDAT
Citations
URL
Selective Co-occurrences for Word-Emotion Association
Ameeta Agrawal
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Aijun An
|
Two-View Label Propagation to Semi-supervised Reader Emotion Classification
Shoushan Li
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Jian Xu
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Dong Zhang
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Guodong Zhou
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Learning Emotion-enriched Word Representations
Ameeta Agrawal
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Aijun An
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Manos Papagelis
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Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions
Evgeny Kim
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Roman Klinger
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An Analysis of Annotated Corpora for Emotion Classification in Text
Laura-Ana-Maria Bostan
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Roman Klinger
|
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs
Devang Kulshreshtha
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Pranav Goel
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Anil Kumar Singh
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Multilingual Subjectivity Analysis Using Machine Translation
Carmen Banea
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Rada Mihalcea
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Janyce Wiebe
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Samer Hassan
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Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis
Changqin Quan
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Fuji Ren
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Lyrics, Music, and Emotions
Rada Mihalcea
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Carlo Strapparava
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Joint Learning for Emotion Classification and Emotion Cause Detection
Ying Chen
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Wenjun Hou
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Xiyao Cheng
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Shoushan Li
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ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection
Devamanyu Hazarika
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Soujanya Poria
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Rada Mihalcea
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Erik Cambria
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Roger Zimmermann
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CLex: A Lexicon for Exploring Color, Concept and Emotion Associations in Language
Svitlana Volkova
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William B. Dolan
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Theresa Wilson
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Character-based kernels for novelistic plot structure
Micha Elsner
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Weighted Krippendorff’s alpha is a more reliable metrics for multi-coders ordinal annotations: experimental studies on emotion, opinion and coreference annotation
Jean-Yves Antoine
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Jeanne Villaneau
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Anaïs Lefeuvre
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Expanding the Range of Automatic Emotion Detection in Microblogging Text
Jasy Suet Yan Liew
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EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
Sven Buechel
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Udo Hahn
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Using Roget’s Thesaurus for Fine-grained Emotion Recognition
Saima Aman
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Stan Szpakowicz
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Modelling Representation Noise in Emotion Analysis using Gaussian Processes
Daniel Beck
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Understanding Emotions: A Dataset of Tweets to Study Interactions between Affect Categories
Saif Mohammad
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Svetlana Kiritchenko
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Portable Features for Classifying Emotional Text
Saif Mohammad
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Reducing Annotation Effort on Unbalanced Corpus based on Cost Matrix
Wencan Luo
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Diane Litman
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Joel Chan
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Corpus Creation and Emotion Prediction for Hindi-English Code-Mixed Social Media Text
Deepanshu Vijay
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Aditya Bohra
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Vinay Singh
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Syed Sarfaraz Akhtar
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Manish Shrivastava
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Learning Multilingual Subjective Language via Cross-Lingual Projections
Rada Mihalcea
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Carmen Banea
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Janyce Wiebe
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Learning Word Vectors for Sentiment Analysis
Andrew L. Maas
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Raymond E. Daly
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Peter T. Pham
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Dan Huang
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Andrew Y. Ng
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Christopher Potts
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Extracting Social Power Relationships from Natural Language
Philip Bramsen
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Martha Escobar-Molano
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Ami Patel
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Rafael Alonso
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Utterance-Level Multimodal Sentiment Analysis
Verónica Pérez-Rosas
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Rada Mihalcea
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Louis-Philippe Morency
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Joint Modeling of News Reader’s and Comment Writer’s Emotions
Huanhuan Liu
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Shoushan Li
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Guodong Zhou
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Chu-Ren Huang
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Peifeng Li
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Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies
Mariana S. C. Almeida
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Cláudia Pinto
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Helena Figueira
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Pedro Mendes
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André F. T. Martins
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Sentence-level Emotion Classification with Label and Context Dependence
Shoushan Li
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Lei Huang
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Rong Wang
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Guodong Zhou
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Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions
Dongyu Zhang
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Hongfei Lin
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Liang Yang
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Shaowu Zhang
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Bo Xu
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Towards the Improvement of Automatic Emotion Pre-annotation with Polarity and Subjective Information
Lea Canales
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Walter Daelemans
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Ester Boldrini
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Patricio Martínez-Barco
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#Emotional Tweets
Saif Mohammad
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Generating a Word-Emotion Lexicon from #Emotional Tweets
Anil Bandhakavi
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Nirmalie Wiratunga
|
Deepak P
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Stewart Massie
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Metaphor as a Medium for Emotion: An Empirical Study
Saif Mohammad
|
Ekaterina Shutova
|
Peter Turney
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Emotion Intensities in Tweets
Saif Mohammad
|
Felipe Bravo-Marquez
|
SSN_MLRG1 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis Using Multiple Kernel Gaussian Process Regression Model
Angel Deborah S
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S Milton Rajendram
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T T Mirnalinee
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LT3 at SemEval-2018 Task 1: A classifier chain to detect emotions in tweets
Luna De Bruyne
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Orphée De Clercq
|
Véronique Hoste
|
CrystalFeel at SemEval-2018 Task 1: Understanding and Detecting Emotion Intensity using Affective Lexicons
Raj Kumar Gupta
|
Yinping Yang
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UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models
Abhishek Avinash Narwekar
|
Roxana Girju
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EmoWordNet: Automatic Expansion of Emotion Lexicon Using English WordNet
Gilbert Badaro
|
Hussein Jundi
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Hazem Hajj
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Wassim El-Hajj
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Humor: Prosody Analysis and Automatic Recognition for F*R*I*E*N*D*S*
Amruta Purandare
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Diane Litman
|
Emotion Detection in Email Customer Care
Narendra Gupta
|
Mazin Gilbert
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Giuseppe Di Fabbrizio
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Emotions Evoked by Common Words and Phrases: Using Mechanical Turk to Create an Emotion Lexicon
Saif Mohammad
|
Peter Turney
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A Corpus-based Method for Extracting Paraphrases of Emotion Terms
Fazel Keshtkar
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Diana Inkpen
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A Text-driven Rule-based System for Emotion Cause Detection
Sophia Yat Mei Lee
|
Ying Chen
|
Chu-Ren Huang
|
Identifying Emotions, Intentions, and Attitudes in Text Using a Game with a Purpose
Lisa Pearl
|
Mark Steyvers
|
Emotional Perception of Fairy Tales: Achieving Agreement in Emotion Annotation of Text
Ekaterina P. Volkova
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Betty Mohler
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Detmar Meurers
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Dale Gerdemann
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Heinrich H. Bülthoff
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Anveshan: A Framework for Analysis of Multiple Annotators’ Labeling Behavior
Vikas Bhardwaj
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Rebecca Passonneau
|
Ansaf Salleb-Aouissi
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Nancy Ide
|
Labeling Emotion in Bengali Blog Corpus – A Fine Grained Tagging at Sentence Level
Dipankar Das
|
Sivaji Bandyopadhyay
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From Once Upon a Time to Happily Ever After: Tracking Emotions in Novels and Fairy Tales
Saif Mohammad
|
Tracking Sentiment in Mail: How Genders Differ on Emotional Axes
Saif Mohammad
|
Tony Yang
|
Sentimatrix – Multilingual Sentiment Analysis Service
Alexandru-Lucian Gînscă
|
Emanuela Boroș
|
Adrian Iftene
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Diana Trandabăț
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Mihai Toader
|
Marius Corîci
|
Cenel-Augusto Perez
|
Dan Cristea
|
Prior versus Contextual Emotion of a Word in a Sentence
Diman Ghazi
|
Diana Inkpen
|
Stan Szpakowicz
|
Fine-Grained Emotion Recognition in Olympic Tweets Based on Human Computation
Valentina Sintsova
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Claudiu Musat
|
Pearl Pu
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From Speaker Identification to Affective Analysis: A Multi-Step System for Analyzing Children’s Stories
Elias Iosif
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Taniya Mishra
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The (Un)Predictability of Emotional Hashtags in Twitter
Florian Kunneman
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Christine Liebrecht
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Antal van den Bosch
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Automatic Detection and Analysis of Impressive Japanese Sentences Using Supervised Machine Learning
Daiki Hazure
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Masaki Murata
|
Masato Tokuhisa
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Emotion Detection from text: A Survey
Lea Canales
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Patricio Martínez-Barco
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Feelings from the Past—Adapting Affective Lexicons for Historical Emotion Analysis
Sven Buechel
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Johannes Hellrich
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Udo Hahn
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Innovative Semi-Automatic Methodology to Annotate Emotional Corpora
Lea Canales
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Carlo Strapparava
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Ester Boldrini
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Patricio Martínez-Barco
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Readers vs. Writers vs. Texts: Coping with Different Perspectives of Text Understanding in Emotion Annotation
Sven Buechel
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Udo Hahn
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Investigating the Relationship between Literary Genres and Emotional Plot Development
Evgeny Kim
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Sebastian Padó
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Roman Klinger
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Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection Corpus
Hendrik Schuff
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Jeremy Barnes
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Julian Mohme
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Sebastian Padó
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Roman Klinger
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WASSA-2017 Shared Task on Emotion Intensity
Saif Mohammad
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Felipe Bravo-Marquez
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IMS at EmoInt-2017: Emotion Intensity Prediction with Affective Norms, Automatically Extended Resources and Deep Learning
Maximilian Köper
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Evgeny Kim
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Roman Klinger
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UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings
Vineet John
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Olga Vechtomova
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deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets
Vinayakumar R
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Premjith B
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Sachin Kumar S
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Soman KP
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Prabaharan Poornachandran
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ACTSA: Annotated Corpus for Telugu Sentiment Analysis
Sandeep Sricharan Mukku
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Radhika Mamidi
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SocialNLP 2018 EmotionX Challenge Overview: Recognizing Emotions in Dialogues
Chao-Chun Hsu
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Lun-Wei Ku
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EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier
Sopan Khosla
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IEST: WASSA-2018 Implicit Emotions Shared Task
Roman Klinger
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Orphée De Clercq
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Saif Mohammad
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Alexandra Balahur
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http://l2r.cs.uiuc.edu/cogcomp/
http://www.webuse.umd.edu:9090/
http://www.sci.sdsu.edu/CAL/wordlist/words.prn
http://osteele.com/projects/pywordnet/
Field Of Study
Linguistic Trends
Prosody
Language
Japanese
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