NLPExplorer

Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts

Cícero dos Santos | Maíra Gatti |

Paper Details:

Month: August
Year: 2014
Location: Dublin, Ireland
Venue: COLING |

Citations

URL

Siamese Convolutional Networks for Cognate Identification
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Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts
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SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives
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Encoding Sentiment Information into Word Vectors for Sentiment Analysis
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Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew
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Malika Aubakirova | Mohit Bansal |

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Incorporating Relation Paths in Neural Relation Extraction
Wenyuan Zeng | Yankai Lin | Zhiyuan Liu | Maosong Sun |

Multimodal Language Analysis with Recurrent Multistage Fusion
Paul Pu Liang | Ziyin Liu | AmirAli Bagher Zadeh | Louis-Philippe Morency |

Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Martin Schmitt | Simon Steinheber | Konrad Schreiber | Benjamin Roth |

Syntactical Analysis of the Weaknesses of Sentiment Analyzers
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Isabel Segura-Bedmar | Antonio Quirós | Paloma Martínez |

Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis
Amr Mousa | Björn Schuller |

Very Deep Convolutional Networks for Text Classification
Alexis Conneau | Holger Schwenk | Loïc Barrault | Yann Lecun |

Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
Franck Dernoncourt | Ji Young Lee | Peter Szolovits |

Graph Based Sentiment Aggregation using ConceptNet Ontology
Srikanth Tamilselvam | Seema Nagar | Abhijit Mishra | Kuntal Dey |

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Desh Raj | Sunil Sahu | Ashish Anand |

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Mohammed Attia | Younes Samih | Ali Elkahky | Laura Kallmeyer |

Urdu Word Embeddings
Samar Haider |

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Learning Hybrid Representations to Retrieve Semantically Equivalent Questions
Cícero dos Santos | Luciano Barbosa | Dasha Bogdanova | Bianca Zadrozny |

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Abhijit Mishra | Kuntal Dey | Pushpak Bhattacharyya |

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Xin Dong | Gerard de Melo |

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Piotr Bojanowski | Edouard Grave | Armand Joulin | Tomas Mikolov |

Good News vs. Bad News: What are they talking about?
Olga Kanishcheva | Victoria Bobicev |

Think Positive: Towards Twitter Sentiment Analysis from Scratch
Cícero dos Santos |

ECNU: Multi-level Sentiment Analysis on Twitter Using Traditional Linguistic Features and Word Embedding Features
Zhihua Zhang | Guoshun Wu | Man Lan |

Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis
Dario Stojanovski | Gjorgji Strezoski | Gjorgji Madjarov | Ivica Dimitrovski |

MI&T Lab at SemEval-2017 task 4: An Integrated Training Method of Word Vector for Sentiment Classification
Jingjing Zhao | Yan Yang | Bing Xu |

EICA at SemEval-2017 Task 4: A Simple Convolutional Neural Network for Topic-based Sentiment Classification
Maoquan Wang | Shiyun Chen | Yufei Xie | Lu Zhao |

UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network
Víctor Suárez-Paniagua | Isabel Segura-Bedmar | Akiko Aizawa |

Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition
Xia Cui | Sadamori Kojaku | Naoki Masuda | Danushka Bollegala |

Learning Text Similarity with Siamese Recurrent Networks
Paul Neculoiu | Maarten Versteegh | Mihai Rotaru |

Recurrent Neural Network with Word Embedding for Complaint Classification
Panuwat Assawinjaipetch | Kiyoaki Shirai | Virach Sornlertlamvanich | Sanparith Marukata |

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Deepak Gupta | Ankit Lamba | Asif Ekbal | Pushpak Bhattacharyya |

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Mark Cieliebak | Jan Milan Deriu | Dominic Egger | Fatih Uzdilli |

DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging
Sheng Chen | Akshay Soni | Aasish Pappu | Yashar Mehdad |

When does a compliment become sexist? Analysis and classification of ambivalent sexism using twitter data
Akshita Jha | Radhika Mamidi |

A Syllable-based Technique for Word Embeddings of Korean Words
Sanghyuk Choi | Taeuk Kim | Jinseok Seol | Sang-goo Lee |

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Philipp Meerkamp | Zhengyi Zhou |

Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets
Jeremy Barnes | Roman Klinger | Sabine Schulte im Walde |

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Shuyao Xu | Jin Chen | Long Qin |

Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
Dat Quoc Nguyen | Karin Verspoor |

Hierarchical Convolutional Attention Networks for Text Classification
Shang Gao | Arvind Ramanathan | Georgia Tourassi |

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 |

Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation
Peinan Zhang | Mamoru Komachi |

Polarity Classification of Short Product Reviews via Multiple Cluster-based SVM Classifiers
Jiaying Song | Yu He | Guohong Fu |

Field Of Study

Linguistic Trends

Embeddings

Task

Sentiment Analysis

Approach

Unsupervised Learning

Language

English

Dataset

Twitter

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