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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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Paper Details:
Month: May–June
Year: 2015
Location: Denver, Colorado
Venue:
NAACL |
Citations
URL
Siamese Convolutional Networks for Cognate Identification
Taraka Rama
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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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UTCNN: a Deep Learning Model of Stance Classification on Social Media Text
Wei-Fan Chen
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Lun-Wei Ku
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SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
Luis Espinosa-Anke
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Steven Schockaert
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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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Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network
Ryu Iida
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Kentaro Torisawa
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Jong-Hoon Oh
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Canasai Kruengkrai
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Julien Kloetzer
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Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Zhe Zhao
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Tao Liu
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Shen Li
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Bofang Li
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Xiaoyong Du
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Learning Generic Sentence Representations Using Convolutional Neural Networks
Zhe Gan
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Yunchen Pu
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Ricardo Henao
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Chunyuan Li
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Xiaodong He
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Lawrence Carin
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HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
Kazuya Shimura
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Jiyi Li
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Fumiyo Fukumoto
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Hierarchical CVAE for Fine-Grained Hate Speech Classification
Jing Qian
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Mai ElSherief
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Elizabeth Belding
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William Yang Wang
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Event Argument Identification on Dependency Graphs with Bidirectional LSTMs
Alex Judea
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Michael Strube
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Multilingual Hierarchical Attention Networks for Document Classification
Nikolaos Pappas
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Andrei Popescu-Belis
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Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
Boxing Chen
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Fei Huang
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Specialising Paragraph Vectors for Text Polarity Detection
Fabio Tamburini
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Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence
Gakuto Kurata
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Bing Xiang
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Bowen Zhou
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Humor Recognition Using Deep Learning
Peng-Yu Chen
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Von-Wun Soo
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Radical Embedding: Delving Deeper to Chinese Radicals
Xinlei Shi
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Junjie Zhai
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Xudong Yang
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Zehua Xie
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Chao Liu
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Deep Pyramid Convolutional Neural Networks for Text Categorization
Rie Johnson
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Tong Zhang
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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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Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis
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Mirella Lapata
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Tohoku at SemEval-2016 Task 6: Feature-based Model versus Convolutional Neural Network for Stance Detection
Yuki Igarashi
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Hiroya Komatsu
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Sosuke Kobayashi
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Naoaki Okazaki
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Kentaro Inui
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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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Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification
Konstantinos Skianis
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Fragkiskos Malliaros
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Michalis Vazirgiannis
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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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Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base
Vishal Gupta
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Manoj Chinnakotla
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Manish Shrivastava
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On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
Jose Camacho-Collados
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Mohammad Taher Pilehvar
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Understanding Convolutional Neural Networks for Text Classification
Alon Jacovi
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Oren Sar Shalom
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Yoav Goldberg
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http://svmlight.joachims.org/
https://github.com/mesnilgr/nbsvm
Field Of Study
Linguistic Trends
Embeddings
Task
Text Categorization
Approach
Deep Learning
Language
English
Dataset
News
Twitter
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