Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis

Alexandra Balahur, Erik van der Goot, Ralf Steinberger, Andres Montoyo (Editors)

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Baltimore, Maryland
Association for Computational Linguistics
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Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis
Alexandra Balahur | Erik van der Goot | Ralf Steinberger | Andres Montoyo

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Words: Evaluative, Emotional, Colourful, Musical!
Saif Mohammad

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Robust Cross-Domain Sentiment Analysis for Low-Resource Languages
Jakob Elming | Barbara Plank | Dirk Hovy

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An Investigation for Implicatures in Chinese : Implicatures in Chinese and in English are similar !
Lingjia Deng | Janyce Wiebe

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Inducing Domain-specific Noun Polarity Guided by Domain-independent Polarity Preferences of Adjectives
Manfred Klenner | Michael Amsler | Nora Hollenstein

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Aspect-Level Sentiment Analysis in Czech
Josef Steinberger | Tomáš Brychcín | Michal Konkol

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Linguistic Models of Deceptive Opinion Spam
Myle Ott

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Semantic Role Labeling of Emotions in Tweets
Saif Mohammad | Xiaodan Zhu | Joel Martin

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An Impact Analysis of Features in a Classification Approach to Irony Detection in Product Reviews
Konstantin Buschmeier | Philipp Cimiano | Roman Klinger

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Modelling Sarcasm in Twitter, a Novel Approach
Francesco Barbieri | Horacio Saggion | Francesco Ronzano

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Emotive or Non-emotive: That is The Question
Michal Ptaszynski | Fumito Masui | Rafal Rzepka | Kenji Araki

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Challenges in Creating a Multilingual Sentiment Analysis Application for Social Media Mining
Alexandra Balahur | Hristo Tanev | Erik van der Goot

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Two-Step Model for Sentiment Lexicon Extraction from Twitter Streams
Ilia Chetviorkin | Natalia Loukachevitch

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Linguistically Informed Tweet Categorization for Online Reputation Management
Gerard Lynch | Pádraig Cunningham

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Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification
Yoon Kim | Owen Zhang

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Opinion Mining and Topic Categorization with Novel Term Weighting
Tatiana Gasanova | Roman Sergienko | Shakhnaz Akhmedova | Eugene Semenkin | Wolfgang Minker

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Sentiment classification of online political discussions: a comparison of a word-based and dependency-based method
Hugo Lewi Hammer | Per Erik Solberg | Lilja Øvrelid

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Improving Agreement and Disagreement Identification in Online Discussions with A Socially-Tuned Sentiment Lexicon
Lu Wang | Claire Cardie

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Lexical Acquisition for Opinion Inference: A Sense-Level Lexicon of Benefactive and Malefactive Events
Yoonjung Choi | Lingjia Deng | Janyce Wiebe

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Dive deeper: Deep Semantics for Sentiment Analysis
Nikhilkumar Jadhav | Pushpak Bhattacharyya

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Evaluating Sentiment Analysis Evaluation: A Case Study in Securities Trading
Siavash Kazemian | Shunan Zhao | Gerald Penn

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Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features
Dai Quoc Nguyen | Dat Quoc Nguyen | Thanh Vu | Son Bao Pham

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Effect of Using Regression on Class Confidence Scores in Sentiment Analysis of Twitter Data
Itir Onal | Ali Mert Ertugrul | Ruken Cakici

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A cognitive study of subjectivity extraction in sentiment annotation
Abhijit Mishra | Aditya Joshi | Pushpak Bhattacharyya

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The Use of Text Similarity and Sentiment Analysis to Examine Rationales in the Large-Scale Online Deliberations
Wanting Mao | Lu Xiao | Robert Mercer

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A Conceptual Framework for Inferring Implicatures
Janyce Wiebe | Lingjia Deng