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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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Paper Details:
Month: June
Year: 2011
Location: Portland, Oregon, USA
Venue:
ACL |
Citations
URL
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach
Duyu Tang
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Furu Wei
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Bing Qin
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Ming Zhou
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Ting Liu
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Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis
Haibing Wu
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Xiaodong Gu
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Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye
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Fang Li
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Timothy Baldwin
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Task-oriented Word Embedding for Text Classification
Qian Liu
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Heyan Huang
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Yang Gao
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Xiaochi Wei
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Yuxin Tian
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Luyang Liu
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Learning What to Share: Leaky Multi-Task Network for Text Classification
Liqiang Xiao
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Honglun Zhang
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Wenqing Chen
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Yongkun Wang
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Yaohui Jin
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Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki
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Mona Diab
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What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers
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Shashwath Hosur Ananthakrishna
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Anna Rumshisky
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Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models
Henry Moss
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David Leslie
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Paul Rayson
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Bilingual Word Embeddings for Phrase-Based Machine Translation
Will Y. Zou
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Richard Socher
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Daniel Cer
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Christopher D. Manning
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Semi-Supervised Representation Learning for Cross-Lingual Text Classification
Min Xiao
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Yuhong Guo
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Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis
Nikolaos Pappas
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Andrei Popescu-Belis
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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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Fine-Grained Contextual Predictions for Hard Sentiment Words
Sebastian Ebert
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Hinrich Schütze
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Cross Lingual Sentiment Analysis using Modified BRAE
Sarthak Jain
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Shashank Batra
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Evaluation methods for unsupervised word embeddings
Tobias Schnabel
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Igor Labutov
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David Mimno
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Thorsten Joachims
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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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Deep Multi-Task Learning with Shared Memory for Text Classification
Pengfei Liu
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Xipeng Qiu
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Xuanjing Huang
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Context-Dependent Sense Embedding
Lin Qiu
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Kewei Tu
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Yong Yu
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Recurrent Residual Learning for Sequence Classification
Yiren Wang
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Fei Tian
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Robust Gram Embeddings
Taygun Kekeç
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David M. J. Tax
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VecShare: A Framework for Sharing Word Representation Vectors
Jared Fernandez
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Zhaocheng Yu
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Doug Downey
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A Cognition Based Attention Model for Sentiment Analysis
Yunfei Long
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Qin Lu
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Rong Xiang
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Minglei Li
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Chu-Ren Huang
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Refining Word Embeddings for Sentiment Analysis
Liang-Chih Yu
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Jin Wang
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K. Robert Lai
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Xuejie Zhang
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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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Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
Adam Poliak
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Aparajita Haldar
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Rachel Rudinger
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J. Edward Hu
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Ellie Pavlick
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Aaron Steven White
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Benjamin Van Durme
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On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
Daniela Gerz
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Ivan Vulić
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Edoardo Maria Ponti
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Roi Reichart
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Anna Korhonen
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Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Mohammad Taher Pilehvar
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Dimitri Kartsaklis
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Victor Prokhorov
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Nigel Collier
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Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela
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Changhan Wang
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Kyunghyun Cho
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Bayesian Compression for Natural Language Processing
Nadezhda Chirkova
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Ekaterina Lobacheva
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Dmitry Vetrov
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Pathologies of Neural Models Make Interpretations Difficult
Shi Feng
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Eric Wallace
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Alvin Grissom II
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Mohit Iyyer
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Pedro Rodriguez
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Jordan Boyd-Graber
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Speed Reading: Learning to Read ForBackward via Shuttle
Tsu-Jui Fu
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Wei-Yun Ma
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Multi-Task Label Embedding for Text Classification
Honglun Zhang
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Liqiang Xiao
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Wenqing Chen
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Yongkun Wang
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Yaohui Jin
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Word Embeddings through Hellinger PCA
Rémi Lebret
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Ronan Collobert
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Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
Pascal Denis
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Liva Ralaivola
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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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Are Emojis Predictable?
Francesco Barbieri
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Miguel Ballesteros
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Horacio Saggion
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Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit
Andrey Kutuzov
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Elizaveta Kuzmenko
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Geographical Evaluation of Word Embeddings
Michal Konkol
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Tomáš Brychcín
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Michal Nykl
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Tomáš Hercig
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Cross-Lingual Sentiment Analysis Without (Good) Translation
Mohamed Abdalla
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Graeme Hirst
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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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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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Learning Word Representations with Regularization from Prior Knowledge
Yan Song
|
Chia-Jung Lee
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Fei Xia
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Feature Selection as Causal Inference: Experiments with Text Classification
Michael J. Paul
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Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks
Edward Collins
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Nikolai Rozanov
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Bingbing Zhang
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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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TVD: A Reproducible and Multiply Aligned TV Series Dataset
Anindya Roy
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Camille Guinaudeau
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Hervé Bredin
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Claude Barras
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Punctuation Prediction for Unsegmented Transcript Based on Word Vector
Xiaoyin Che
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Cheng Wang
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Haojin Yang
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Christoph Meinel
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Specialising Paragraph Vectors for Text Polarity Detection
Fabio Tamburini
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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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Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks
Mohammed Attia
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Younes Samih
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Ali Elkahky
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Laura Kallmeyer
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Using Adversarial Examples in Natural Language Processing
Petr Bělohlávek
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Ondřej Plátek
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Zdeněk Žabokrtský
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Milan Straka
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Discourse Connectors for Latent Subjectivity in Sentiment Analysis
Rakshit Trivedi
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Jacob Eisenstein
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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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Active Learning with Rationales for Text Classification
Manali Sharma
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Di Zhuang
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Mustafa Bilgic
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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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Mittens: an Extension of GloVe for Learning Domain-Specialized Representations
Nicholas Dingwall
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Christopher Potts
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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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Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media
Weiwei Guo
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Hao Li
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Heng Ji
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Mona Diab
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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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Probabilistic Sense Sentiment Similarity through Hidden Emotions
Mitra Mohtarami
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Man Lan
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Chew Lim Tan
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Re-embedding words
Igor Labutov
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Hod Lipson
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Identifying Sentiment Words Using an Optimization-based Model without Seed Words
Hongliang Yu
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Zhi-Hong Deng
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Shiyingxue Li
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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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Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering
Guangyou Zhou
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Tingting He
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Jun Zhao
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Po Hu
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Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification
HuiWei Zhou
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Long Chen
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Fulin Shi
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Degen Huang
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Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang
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Bing Qin
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Ting Liu
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Towards Debugging Sentiment Lexicons
Andrew Schneider
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Eduard Dragut
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Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
Xin Wang
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Yuanchao Liu
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Chengjie Sun
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Baoxun Wang
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Xiaolong Wang
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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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Efficient Learning for Undirected Topic Models
Jiatao Gu
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Victor O.K. Li
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Robust Multi-Relational Clustering via ℓ1-Norm Symmetric Nonnegative Matrix Factorization-Norm Symmetric Nonnegative Matrix Factorization
Kai Liu
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Hua Wang
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Larger-Context Language Modelling with Recurrent Neural Network
Tian Wang
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Kyunghyun Cho
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Incorporating Relational Knowledge into Word Representations using Subspace Regularization
Abhishek Kumar
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Jun Araki
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Adversarial Multi-task Learning for Text Classification
Pengfei Liu
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Xipeng Qiu
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Xuanjing Huang
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Topically Driven Neural Language Model
Jey Han Lau
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Timothy Baldwin
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Trevor Cohn
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EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks
Muhammad Abdul-Mageed
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Lyle Ungar
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Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar
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Jose Camacho-Collados
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Roberto Navigli
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Nigel Collier
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Learning to Skim Text
Adams Wei Yu
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Hongrae Lee
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Quoc Le
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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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Universal Language Model Fine-tuning for Text Classification
Jeremy Howard
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Sebastian Ruder
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MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou
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William Yang Wang
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Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings
Maksim Tkachenko
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Chong Cher Chia
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Hady Lauw
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Neural Models for Documents with Metadata
Dallas Card
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Chenhao Tan
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Noah A. Smith
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Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages
Jeremy Barnes
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Roman Klinger
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Sabine Schulte im Walde
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A Helping Hand: Transfer Learning for Deep Sentiment Analysis
Xin Dong
|
Gerard de Melo
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A Multi-task Approach to Learning Multilingual Representations
Karan Singla
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Dogan Can
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Shrikanth Narayanan
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A Document Descriptor using Covariance of Word Vectors
Marwan Torki
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A Latent Variable Model Approach to PMI-based Word Embeddings
Sanjeev Arora
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Yuanzhi Li
|
Yingyu Liang
|
Tengyu Ma
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Andrej Risteski
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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 Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
Daniela Gerz
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Ivan Vulić
|
Edoardo Ponti
|
Jason Naradowsky
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Roi Reichart
|
Anna Korhonen
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Joint Unsupervised Learning of Semantic Representation of Words and Roles in Dependency Trees
Michal Konkol
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ECNUCS: A Surface Information Based System Description of Sentiment Analysis in Twitter in the SemEval-2013 (Task 2)
Tiantian Zhu
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Fangxi Zhang
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Lan Man
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senti.ue-en: an approach for informally written short texts in SemEval-2013 Sentiment Analysis task
José Saias
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Hilário Fernandes
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UoM: Using Explicit Semantic Analysis for Classifying Sentiments
Sapna Negi
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Michael Rosner
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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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ECNU: Expression- and Message-level Sentiment Orientation Classification in Twitter Using Multiple Effective Features
Jiang Zhao
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Man Lan
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Tiantian Zhu
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RoseMerry: A Baseline Message-level Sentiment Classification System
Huizhi Liang
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Richard Fothergill
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Timothy Baldwin
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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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Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets
Hala Mulki
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Hatem Haddad
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Mourad Gridach
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Ismail Babaoglu
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LSIS at SemEval-2017 Task 4: Using Adapted Sentiment Similarity Seed Words For English and Arabic Tweet Polarity Classification
Amal Htait
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Sébastien Fournier
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Patrice Bellot
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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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TakeLab at SemEval-2017 Task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news
Leon Rotim
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Martin Tutek
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Jan Šnajder
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Tw-StAR at SemEval-2018 Task 1: Preprocessing Impact on Multi-label Emotion Classification
Hala Mulki
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Chedi Bechikh Ali
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Hatem Haddad
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Ismail Babaoğlu
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Irony Detector at SemEval-2018 Task 3: Irony Detection in English Tweets using Word Graph
Usman Ahmed
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Lubna Zafar
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Faiza Qayyum
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Muhammad Arshad Islam
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Clinical Information Extraction Using Word Representations
Shervin Malmasi
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Hamed Hassanzadeh
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Mark Dras
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Recognizing Arguing Subjectivity and Argument Tags
Alexander Conrad
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Janyce Wiebe
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Rebecca Hwa
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Aggregating Continuous Word Embeddings for Information Retrieval
Stéphane Clinchant
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Florent Perronnin
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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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The Role of Adverbs in Sentiment Analysis
Eduard Dragut
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Christiane Fellbaum
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Feature Selection for Highly Skewed Sentiment Analysis Tasks
Can Liu
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Sandra Kübler
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Ning Yu
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Towards relation based Argumentation Mining
Lucas Carstens
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Francesca Toni
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Learning Distributed Representations for Multilingual Text Sequences
Hieu Pham
|
Thang Luong
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Christopher Manning
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Bilingual Word Representations with Monolingual Quality in Mind
Thang Luong
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Hieu Pham
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Christopher D. Manning
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Optimising Agile Social Media Analysis
Thomas Kober
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David Weir
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Learning Salient Samples and Distributed Representations for Topic-Based Chinese Message Polarity Classification
Xin Kang
|
Yunong Wu
|
Zhifei Zhang
|
Self-Reflective Sentiment Analysis
Benjamin Shickel
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Martin Heesacker
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Sherry Benton
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Ashkan Ebadi
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Paul Nickerson
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Parisa Rashidi
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Is Sentiment in Movies the Same as Sentiment in Psychotherapy? Comparisons Using a New Psychotherapy Sentiment Database
Michael Tanana
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Aaron Dembe
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Christina S. Soma
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Zac Imel
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David Atkins
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Vivek Srikumar
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Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio Valerio Miceli Barone
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Sparsifying Word Representations for Deep Unordered Sentence Modeling
Prasanna Sattigeri
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Jayaraman J. Thiagarajan
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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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Retrofitting Word Vectors of MeSH Terms to Improve Semantic Similarity Measures
Zhiguo Yu
|
Trevor Cohen
|
Byron Wallace
|
Elmer Bernstam
|
Todd Johnson
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Learning Non-Linear Functions for Text Classification
Cohan Sujay Carlos
|
Geetanjali Rakshit
|
Opinion Mining in a Code-Mixed Environment: A Case Study with Government Portals
Deepak Gupta
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Ankit Lamba
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Asif Ekbal
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Pushpak Bhattacharyya
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Comparison of Short-Text Sentiment Analysis Methods for Croatian
Leon Rotim
|
Jan Šnajder
|
Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods
Sarvnaz Karimi
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Xiang Dai
|
Hamed Hassanzadeh
|
Anthony Nguyen
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Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets
Jeremy Barnes
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Roman Klinger
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Sabine Schulte im Walde
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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
|
Uma Shanker Tiwary
|
Subword-level Composition Functions for Learning Word Embeddings
Bofang Li
|
Aleksandr Drozd
|
Tao Liu
|
Xiaoyong Du
|
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
Jose Camacho-Collados
|
Mohammad Taher Pilehvar
|
Iterative Recursive Attention Model for Interpretable Sequence Classification
Martin Tutek
|
Jan Šnajder
|
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
Lina M. Rojas-Barahona
|
Bo-Hsiang Tseng
|
Yinpei Dai
|
Clare Mansfield
|
Osman Ramadan
|
Stefan Ultes
|
Michael Crawford
|
Milica Gašić
|
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection
Aditya Joshi
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Xiang Dai
|
Sarvnaz Karimi
|
Ross Sparks
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Cécile Paris
|
C Raina MacIntyre
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Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings
Yuqi Sun
|
Haoyue Shi
|
Junfeng Hu
|
Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings
Carl Saroufim
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Akram Almatarky
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Mohammad Abdel Hady
|
Linking News Sentiment to Microblogs: A Distributional Semantics Approach to Enhance Microblog Sentiment Classification
Tobias Daudert
|
Paul Buitelaar
|
What Makes You Stressed? Finding Reasons From Tweets
Reshmi Gopalakrishna Pillai
|
Mike Thelwall
|
Constantin Orasan
|
Cyclegen: Cyclic consistency based product review generator from attributes
Vasu Sharma
|
Harsh Sharma
|
Ankita Bishnu
|
Labhesh Patel
|
http://www.cs.cornell.edu/people/pabo/movie-review-data
http://www.andrew-maas.net/data/sentiment
Field Of Study
Task
Sentiment Analysis
Approach
Topic Modeling
Language
English
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