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Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei
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Regina Barzilay
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Tommi Jaakkola
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Paper Details:
Month: September
Year: 2015
Location: Lisbon, Portugal
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Rationalizing Neural Predictions
Tao Lei
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Regina Barzilay
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Tommi Jaakkola
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Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng
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Li Dong
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Mirella Lapata
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Modeling Skip-Grams for Event Detection with Convolutional Neural Networks
Thien Huu Nguyen
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Ralph Grishman
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Deep Neural Networks with Massive Learned Knowledge
Zhiting Hu
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Zichao Yang
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Ruslan Salakhutdinov
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Eric Xing
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Learning to refine text based recommendations
Youyang Gu
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Tao Lei
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Regina Barzilay
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Tommi Jaakkola
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MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee
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Yun-Nung Chen
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Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Emma Strubell
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Patrick Verga
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David Belanger
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Andrew McCallum
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Rational Recurrences
Hao Peng
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Roy Schwartz
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Sam Thomson
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Noah A. Smith
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Sentiment Classification towards Question-Answering with Hierarchical Matching Network
Chenlin Shen
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Changlong Sun
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Jingjing Wang
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Yangyang Kang
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Shoushan Li
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Xiaozhong Liu
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Luo Si
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Min Zhang
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Guodong Zhou
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Simple Recurrent Units for Highly Parallelizable Recurrence
Tao Lei
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Yu Zhang
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Sida I. Wang
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Hui Dai
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Yoav Artzi
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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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Semi-supervised Question Retrieval with Gated Convolutions
Tao Lei
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Hrishikesh Joshi
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Regina Barzilay
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Tommi Jaakkola
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Kateryna Tymoshenko
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Alessandro Moschitti
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Lluís Màrquez
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Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi
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Kaisheng Yao
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Le Tian
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Daxin Jiang
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Ranking Sentences for Extractive Summarization with Reinforcement Learning
Shashi Narayan
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Shay B. Cohen
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Mirella Lapata
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Linguistically Regularized LSTM for Sentiment Classification
Qiao Qian
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Minlie Huang
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Jinhao Lei
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Xiaoyan Zhu
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Bridging CNNs, RNNs, and Weighted Finite-State Machines
Roy Schwartz
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Sam Thomson
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Noah A. Smith
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Detecting Visually Relevant Sentences for Fine-Grained Classification
Olivia Winn
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Madhavan Kavanur Kidambi
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Smaranda Muresan
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Dependency Parsing with Dilated Iterated Graph CNNs
Emma Strubell
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Andrew McCallum
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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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http://www.sogou.com/labs/dl/c.html
http://www.ltp-cloud.com/intro/en/
https://github.com/HIT-SCIR/ltp
Field Of Study
Task
Syntactic Parsing
Sentiment Analysis
Language
Chinese
English
Arabic
Dataset
News
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