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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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Paper Details:
Month: July
Year: 2012
Location: Jeju Island, Korea
Venue:
ACL |
Soial Media Activity
Citations
URL
Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification
Bofang Li
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Zhe Zhao
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Tao Liu
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Puwei Wang
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Xiaoyong Du
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Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text
Aditya Joshi
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Ameya Prabhu
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Manish Shrivastava
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Vasudeva Varma
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Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling
Peng Zhou
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Zhenyu Qi
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Suncong Zheng
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Jiaming Xu
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Hongyun Bao
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Bo Xu
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How Predictable is Your State? Leveraging Lexical and Contextual Information for Predicting Legislative Floor Action at the State Level
Vladimir Eidelman
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Anastassia Kornilova
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Daniel Argyle
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Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki
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Mona Diab
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Sentiment Analysis: How to Derive Prior Polarities from SentiWordNet
Marco Guerini
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Lorenzo Gatti
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Marco Turchi
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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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A Model of Coherence Based on Distributed Sentence Representation
Jiwei Li
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Eduard Hovy
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A large annotated corpus for learning natural language inference
Samuel R. Bowman
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Gabor Angeli
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Christopher Potts
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Christopher D. Manning
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Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
Duyu Tang
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Bing Qin
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Ting Liu
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Bayesian Optimization of Text Representations
Dani Yogatama
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Lingpeng Kong
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Noah A. Smith
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Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Pengfei Liu
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Xipeng Qiu
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Xinchi Chen
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Shiyu Wu
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Xuanjing Huang
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Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification
Ning Xing
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Yuexian Hou
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Peng Zhang
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Wenjie Li
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Dawei Song
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Analyzing Framing through the Casts of Characters in the News
Dallas Card
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Justin Gross
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Amber Boydstun
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Noah A. Smith
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Joint Concept Learning and Semantic Parsing from Natural Language Explanations
Shashank Srivastava
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Igor Labutov
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Tom Mitchell
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Initializing Convolutional Filters with Semantic Features for Text Classification
Shen Li
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Zhe Zhao
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Tao Liu
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Renfen Hu
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Xiaoyong Du
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Learning to Predict Charges for Criminal Cases with Legal Basis
Bingfeng Luo
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Yansong Feng
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Jianbo Xu
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Xiang Zhang
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Dongyan Zhao
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Depression and Self-Harm Risk Assessment in Online Forums
Andrew Yates
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Arman Cohan
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Nazli Goharian
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It’s going to be okay: Measuring Access to Support in Online Communities
Zijian Wang
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David Jurgens
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Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
Binxuan Huang
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Kathleen Carley
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Topic Memory Networks for Short Text Classification
Jichuan Zeng
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Jing Li
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Yan Song
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Cuiyun Gao
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Michael R. Lyu
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Irwin King
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Word Mover’s Embedding: From Word2Vec to Document Embedding
Lingfei Wu
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Ian En-Hsu Yen
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Kun Xu
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Fangli Xu
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Avinash Balakrishnan
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Pin-Yu Chen
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Pradeep Ravikumar
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Michael J. Witbrock
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Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
Kalpesh Krishna
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Preethi Jyothi
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Mohit Iyyer
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Word Embeddings through Hellinger PCA
Rémi Lebret
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Ronan Collobert
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Multi-Domain Sentiment Relevance Classification with Automatic Representation Learning
Christian Scheible
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Hinrich Schütze
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Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis
Amr Mousa
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Björn Schuller
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Continuous N-gram Representations for Authorship Attribution
Yunita Sari
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Andreas Vlachos
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Mark Stevenson
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Bag of Tricks for Efficient Text Classification
Armand Joulin
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Edouard Grave
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Piotr Bojanowski
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Tomas Mikolov
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Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising
Yiping Jin
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Dittaya Wanvarie
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Phu Le
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An Ensemble Method with Sentiment Features and Clustering Support
Huy Tien Nguyen
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Minh Le Nguyen
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Multichannel Variable-Size Convolution for Sentence Classification
Wenpeng Yin
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Hinrich Schütze
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Task-Oriented Learning of Word Embeddings for Semantic Relation Classification
Kazuma Hashimoto
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Pontus Stenetorp
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Makoto Miwa
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Yoshimasa Tsuruoka
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From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
Hengru Xu
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Shen Li
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Renfen Hu
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Si Li
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Sheng Gao
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On the Importance of Text Analysis for Stock Price Prediction
Heeyoung Lee
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Mihai Surdeanu
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Bill MacCartney
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Dan Jurafsky
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Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset
Vuk Batanović
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Boško Nikolić
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Milan Milosavljević
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Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual Entailment
Masatoshi Tsuchiya
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Effective Use of Word Order for Text Categorization with Convolutional Neural Networks
Rie Johnson
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Tong Zhang
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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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On the Automatic Learning of Sentiment Lexicons
Aliaksei Severyn
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Alessandro Moschitti
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Hierarchical Attention Networks for Document Classification
Zichao Yang
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Diyi Yang
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Chris Dyer
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Xiaodong He
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Alex Smola
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Eduard Hovy
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Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents
Rui Zhang
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Honglak Lee
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Dragomir R. Radev
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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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Less Grammar, More Features
David Hall
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Greg Durrett
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Dan Klein
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Opinion Mining on YouTube
Aliaksei Severyn
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Alessandro Moschitti
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Olga Uryupina
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Barbara Plank
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Katja Filippova
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Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification
Duyu Tang
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Furu Wei
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Nan Yang
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Ming Zhou
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Ting Liu
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Bing Qin
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Depeche Mood: a Lexicon for Emotion Analysis from Crowd Annotated News
Jacopo Staiano
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Marco Guerini
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Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network
Qiao Qian
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Bo Tian
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Minlie Huang
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Yang Liu
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Xuan Zhu
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Xiaoyan Zhu
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Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer
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Varun Manjunatha
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Jordan Boyd-Graber
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Hal Daumé III
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Deep Markov Neural Network for Sequential Data Classification
Min Yang
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Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast
Svitlana Volkova
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Yoram Bachrach
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A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak
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Nikunj Saunshi
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Yingyu Liang
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Tengyu Ma
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Brandon Stewart
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Sanjeev Arora
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Joint Embedding of Words and Labels for Text Classification
Guoyin Wang
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Chunyuan Li
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Wenlin Wang
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Yizhe Zhang
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Dinghan Shen
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Xinyuan Zhang
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Ricardo Henao
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Lawrence Carin
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Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis
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Mirella Lapata
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Improvement of a Naive Bayes Sentiment Classifier Using MRS-Based Features
Jared Kramer
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Clara Gordon
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Aicyber at SemEval-2016 Task 4: i-vector based sentence representation
Steven Du
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Xi Zhang
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UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation
Vineet John
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Olga Vechtomova
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TAJJEB at SemEval-2018 Task 2: Traditional Approaches Just Do the Job with Emoji Prediction
Angelo Basile
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Kenny W. Lino
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Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling
Shuning Jin
|
Ted Pedersen
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UMBC at SemEval-2018 Task 8: Understanding Text about Malware
Ankur Padia
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Arpita Roy
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Taneeya Satyapanich
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Francis Ferraro
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Shimei Pan
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Youngja Park
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Anupam Joshi
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Tim Finin
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Recurrent Convolutional Neural Networks for Discourse Compositionality
Nal Kalchbrenner
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Phil Blunsom
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Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features
Dai Quoc Nguyen
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Dat Quoc Nguyen
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Thanh Vu
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Son Bao Pham
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Detecting Sociostructural Beliefs about Group Status Differences in Online Discussions
Brian Riordan
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Heather Wade
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Afzal Upal
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Optimising Agile Social Media Analysis
Thomas Kober
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David Weir
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Learning Word Importance with the Neural Bag-of-Words Model
Imran Sheikh
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Irina Illina
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Dominique Fohr
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Georges Linarès
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Do Characters Abuse More Than Words?
Yashar Mehdad
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Joel Tetreault
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Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods
Sarvnaz Karimi
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Xiang Dai
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Hamed Hassanzadeh
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Anthony Nguyen
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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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Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words
Joan Serrà
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Ilias Leontiadis
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Dimitris Spathis
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Gianluca Stringhini
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Jeremy Blackburn
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Athena Vakali
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Sentiment Analysis: An Empirical Comparative Study of Various Machine Learning Approaches
Swapnil Jain
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Shrikant Malviya
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Rohit Mishra
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Uma Shanker Tiwary
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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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Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling
Segun Taofeek Aroyehun
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Alexander Gelbukh
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Importance of Self-Attention for Sentiment Analysis
Gaël Letarte
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Frédérik Paradis
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Philippe Giguère
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François Laviolette
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Detecting Diabetes Risk from Social Media Activity
Dane Bell
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Egoitz Laparra
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Aditya Kousik
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Terron Ishihara
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Mihai Surdeanu
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Stephen Kobourov
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Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks
Ivan Girardi
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Pengfei Ji
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An-phi Nguyen
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Nora Hollenstein
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Adam Ivankay
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Lorenz Kuhn
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Chiara Marchiori
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Ce Zhang
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Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets
Segun Taofeek Aroyehun
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Alexander Gelbukh
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Classification of Tweets about Reported Events using Neural Networks
Kiminobu Makino
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Yuka Takei
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Taro Miyazaki
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Jun Goto
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Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings
Yuqi Sun
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Haoyue Shi
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Junfeng Hu
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Cyclegen: Cyclic consistency based product review generator from attributes
Vasu Sharma
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Harsh Sharma
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Ankita Bishnu
|
Labhesh Patel
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Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation
Peinan Zhang
|
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://www.stanford.edu/
http://www.cs.uic.edu/
http://www.cs.pitt.edu/mpqa/
http://ai.stanford.edu/
http://people.csail.mit.edu/jrennie/20Newsgroups
Field Of Study
Task
Sentiment Analysis
Summarization
Text Categorization
Dataset
News
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