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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
William L. Hamilton
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Kevin Clark
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Jure Leskovec
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Dan Jurafsky
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Paper Details:
Month: November
Year: 2016
Location: Austin, Texas
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis
Yicheng Zou
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Tao Gui
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Qi Zhang
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Xuanjing Huang
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Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing
Bo Chen
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Bo An
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Le Sun
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Xianpei Han
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Enhancing General Sentiment Lexicons for Domain-Specific Use
Tim Kreutz
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Walter Daelemans
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Diachronic word embeddings and semantic shifts: a survey
Andrey Kutuzov
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Lilja Øvrelid
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Terrence Szymanski
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Erik Velldal
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Automatically Creating a Lexicon of Verbal Polarity Shifters: Mono- and Cross-lingual Methods for German
Marc Schulder
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Michael Wiegand
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Josef Ruppenhofer
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JeSemE: Interleaving Semantics and Emotions in a Web Service for the Exploration of Language Change Phenomena
Johannes Hellrich
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Sven Buechel
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Udo Hahn
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A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder
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Parsa Ghaffari
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John G. Breslin
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Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision
Leyi Wang
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Rui Xia
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Distinguishing Japanese Non-standard Usages from Standard Ones
Tatsuya Aoki
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Ryohei Sasano
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Hiroya Takamura
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Manabu Okumura
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Characterizing Interactions and Relationships between People
Farzana Rashid
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Eduardo Blanco
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BabelDomains: Large-Scale Domain Labeling of Lexical Resources
Jose Camacho-Collados
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Roberto Navigli
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Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering
João Sedoc
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Daniel Preoţiuc-Pietro
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Lyle Ungar
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Evaluation of Domain-specific Word Embeddings using Knowledge Resources
Farhad Nooralahzadeh
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Lilja Øvrelid
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Jan Tore Lønning
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Inducing a Lexicon of Abusive Words – a Feature-Based Approach
Michael Wiegand
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Josef Ruppenhofer
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Anna Schmidt
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Clayton Greenberg
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Deconfounded Lexicon Induction for Interpretable Social Science
Reid Pryzant
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Kelly Shen
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Dan Jurafsky
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Stefan Wagner
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Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
Sven Buechel
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Udo Hahn
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A Multidimensional Lexicon for Interpersonal Stancetaking
Umashanthi Pavalanathan
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Jim Fitzpatrick
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Scott Kiesling
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Jacob Eisenstein
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Active Sentiment Domain Adaptation
Fangzhao Wu
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Yongfeng Huang
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Jun Yan
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SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
Jisun An
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Haewoon Kwak
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Yong-Yeol Ahn
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A Helping Hand: Transfer Learning for Deep Sentiment Analysis
Xin Dong
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Gerard de Melo
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Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
Andrius Mudinas
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Dell Zhang
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Mark Levene
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Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings
Carl Saroufim
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Akram Almatarky
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Mohammad Abdel Hady
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Using Sentiment Induction to Understand Variation in Gendered Online Communities
Lucy Li
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Julia Mendelsohn
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http://brandsavant.com/brandsavant/
http://nlp.stanford.edu/projects/socialsent
https://code.google.com/p/word2vec/
https://archive.org/details/2015_reddit_comments_corpus
http://corpus.byu.edu/coha/
Field Of Study
Linguistic Trends
Discourse
Embeddings
Sociolinguistic Variation
Task
Social Science
Approach
Representation Learning
Semi-supervised Learning
Unsupervised Learning
Language
English
Dataset
News
Social Media
Twitter
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