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Dependency Tree-based Sentiment Classification using CRFs with Hidden Variables
Tetsuji Nakagawa
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Kentaro Inui
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Sadao Kurohashi
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Paper Details:
Month: June
Year: 2010
Location: Los Angeles, California
Venue:
NAACL |
Citations
URL
Latent Dynamic Model with Category Transition Constraint for Opinion Classification
Takeshi Kobayakawa
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Learning Sentiment Composition from Sentiment Lexicons
Orith Toledo-Ronen
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Roy Bar-Haim
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Alon Halfon
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Charles Jochim
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Amir Menczel
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Ranit Aharonov
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Noam Slonim
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Multi-Level Structured Models for Document-Level Sentiment Classification
Ainur Yessenalina
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Yisong Yue
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Claire Cardie
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Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
Richard Socher
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Jeffrey Pennington
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Eric H. Huang
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Andrew Y. Ng
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Christopher D. Manning
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Compositional Matrix-Space Models for Sentiment Analysis
Ainur Yessenalina
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Claire Cardie
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Training dependency parsers by jointly optimizing multiple objectives
Keith Hall
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Ryan McDonald
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Jason Katz-Brown
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Michael Ringgaard
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Why Question Answering using Sentiment Analysis and Word Classes
Jong-Hoon Oh
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Kentaro Torisawa
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Chikara Hashimoto
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Takuya Kawada
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Stijn De Saeger
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Jun’ichi Kazama
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Yiou Wang
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Semantic Compositionality through Recursive Matrix-Vector Spaces
Richard Socher
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Brody Huval
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Christopher D. Manning
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Andrew Y. Ng
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Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Richard Socher
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Alex Perelygin
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Jean Wu
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Jason Chuang
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Christopher D. Manning
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Andrew Ng
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Christopher Potts
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A Joint Segmentation and Classification Framework for Sentiment Analysis
Duyu Tang
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Furu Wei
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Bing Qin
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Li Dong
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Ting Liu
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Ming Zhou
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Convolutional Neural Networks for Sentence Classification
Yoon Kim
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Discriminative Neural Sentence Modeling by Tree-Based Convolution
Lili Mou
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Hao Peng
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Ge Li
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Yan Xu
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Lu Zhang
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Zhi Jin
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Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification
Jianfei Yu
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Jing Jiang
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Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings
Bofang Li
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Tao Liu
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Zhe Zhao
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Buzhou Tang
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Aleksandr Drozd
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Anna Rogers
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Xiaoyong Du
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Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification
Jianfei Yu
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Jing Jiang
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Leveraging Cognitive Features for Sentiment Analysis
Abhijit Mishra
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Diptesh Kanojia
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Seema Nagar
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Kuntal Dey
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Pushpak Bhattacharyya
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Author-Specific Sentiment Aggregation for Polarity Prediction of Reviews
Subhabrata Mukherjee
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Sachindra Joshi
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SLIDE - a Sentiment Lexicon of Common Idioms
Charles Jochim
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Francesca Bonin
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Roy Bar-Haim
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Noam Slonim
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Grammatical structures for word-level sentiment detection
Asad Sayeed
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Jordan Boyd-Graber
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Bryan Rusk
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Amy Weinberg
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An opinion about opinions about opinions: subjectivity and the aggregate reader
Asad Sayeed
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Subsentential Sentiment on a Shoestring: A Crosslingual Analysis of Compositional Classification
Michael Haas
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Yannick Versley
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Good News or Bad News: Using Affect Control Theory to Analyze Readers’ Reaction Towards News Articles
Areej Alhothali
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Jesse Hoey
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Sentiment Composition of Words with Opposing Polarities
Svetlana Kiritchenko
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Saif M. Mohammad
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Joint Bilingual Sentiment Classification with Unlabeled Parallel Corpora
Bin Lu
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Chenhao Tan
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Claire Cardie
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Benjamin K. Tsou
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Semi-supervised latent variable models for sentence-level sentiment analysis
Oscar Täckström
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Ryan McDonald
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Baselines and Bigrams: Simple, Good Sentiment and Topic Classification
Sida Wang
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Christopher Manning
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The Haves and the Have-Nots: Leveraging Unlabelled Corpora for Sentiment Analysis
Kashyap Popat
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Balamurali A.R
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Pushpak Bhattacharyya
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Gholamreza Haffari
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The Role of Syntax in Vector Space Models of Compositional Semantics
Karl Moritz Hermann
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Phil Blunsom
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Aid is Out There: Looking for Help from Tweets during a Large Scale Disaster
István Varga
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Motoki Sano
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Kentaro Torisawa
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Chikara Hashimoto
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Kiyonori Ohtake
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Takao Kawai
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Jong-Hoon Oh
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Stijn De Saeger
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A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations
Angeliki Lazaridou
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Ivan Titov
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Caroline Sporleder
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Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization
Bishan Yang
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Claire Cardie
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ReNew: A Semi-Supervised Framework for Generating Domain-Specific Lexicons and Sentiment Analysis
Zhe Zhang
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Munindar P. Singh
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Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification
Li Dong
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Furu Wei
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Chuanqi Tan
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Duyu Tang
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Ming Zhou
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Ke Xu
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A Convolution Kernel Approach to Identifying Comparisons in Text
Maksim Tkachenko
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Hady Lauw
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Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network
Abhijit Mishra
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Kuntal Dey
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Pushpak Bhattacharyya
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UBham: Lexical Resources and Dependency Parsing for Aspect-Based Sentiment Analysis
Viktor Pekar
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Naveed Afzal
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Bernd Bohnet
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Gradiant-Analytics: Training Polarity Shifters with CRFs for Message Level Polarity Detection
Héctor Cerezo-Costas
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Diego Celix-Salgado
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Does Size Matter? Text and Grammar Revision for Parsing Social Media Data
Mohammad Khan
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Markus Dickinson
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Sandra Kuebler
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Segment-based Fine-grained Emotion Detection for Chinese Text
Odbal
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Zengfu Wang
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Enhanced Twitter Sentiment Classification Using Contextual Information
Soroush Vosoughi
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Helen Zhou
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Deb Roy
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Fracking Sarcasm using Neural Network
Aniruddha Ghosh
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Tony Veale
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Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations
Paul Michel
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Abhilasha Ravichander
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Shruti Rijhwani
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Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis
Bita Nejat
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Giuseppe Carenini
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Raymond Ng
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Subword-level Composition Functions for Learning Word Embeddings
Bofang Li
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Aleksandr Drozd
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Tao Liu
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Xiaoyong Du
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Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network
Dennis Singh Moirangthem
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Minho Lee
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Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation
Peinan Zhang
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Mamoru Komachi
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Polarity Classification of Short Product Reviews via Multiple Cluster-based SVM Classifiers
Jiaying Song
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Yu He
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Guohong Fu
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http://nlp.kuee.kyoto-u.ac.jp/nl-resource/
http://maltparser.org/
http://cl.naist.jp/inui/research/EM/sentiment-lexicon.html
http://www.cs.pitt.edu/mpqa/
http://www.wjh.harvard.edu/
http://nlp.kuee.kyoto-u.ac.jp/kuntt/
http://www.cs.uic.edu/
http://www.cs.pitt.edu/mpqa/
http://www.cs.cornell.edu/People/pabo/movie-review-
Field Of Study
Linguistic Trends
Gesture
Task
Morphological Analysis
Sentiment Analysis
Language
Multilingual
English
Japanese
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