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A Convolutional Neural Network for Modelling Sentences
Nal Kalchbrenner
|
Edward Grefenstette
|
Phil Blunsom
|
Paper Details:
Month: June
Year: 2014
Location: Baltimore, Maryland
Venue:
ACL |
Citations
URL
Syntactic realization with data-driven neural tree grammars
Brian McMahan
|
Matthew Stone
|
Ranking Responses Oriented to Conversational Relevance in Chat-bots
Bowen Wu
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Baoxun Wang
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Hui Xue
|
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
|
Zhe Zhao
|
Tao Liu
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Puwei Wang
|
Xiaoyong Du
|
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks
Soujanya Poria
|
Erik Cambria
|
Devamanyu Hazarika
|
Prateek Vij
|
UTCNN: a Deep Learning Model of Stance Classification on Social Media Text
Wei-Fan Chen
|
Lun-Wei Ku
|
Joint Learning of Local and Global Features for Entity Linking via Neural Networks
Thien Huu Nguyen
|
Nicolas Fauceglia
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Mariano Rodriguez Muro
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Oktie Hassanzadeh
|
Alfio Massimiliano Gliozzo
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Mohammad Sadoghi
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Tweet Sarcasm Detection Using Deep Neural Network
Meishan Zhang
|
Yue Zhang
|
Guohong Fu
|
Distance Metric Learning for Aspect Phrase Grouping
Shufeng Xiong
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Yue Zhang
|
Donghong Ji
|
Yinxia Lou
|
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences
Biao Zhang
|
Deyi Xiong
|
Jinsong Su
|
Hong Duan
|
Min Zhang
|
Distributional Inclusion Hypothesis for Tensor-based Composition
Dimitri Kartsaklis
|
Mehrnoosh Sadrzadeh
|
Modelling Sentence Pairs with Tree-structured Attentive Encoder
Yao Zhou
|
Cong Liu
|
Yan Pan
|
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification
Prerana Singhal
|
Pushpak Bhattacharyya
|
Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling
Jinsong Su
|
Biao Zhang
|
Deyi Xiong
|
Ruochen Li
|
Jianmin Yin
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Effective LSTMs for Target-Dependent Sentiment Classification
Duyu Tang
|
Bing Qin
|
Xiaocheng Feng
|
Ting Liu
|
A Neural Network Approach for Knowledge-Driven Response Generation
Pavlos Vougiouklis
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Jonathon Hare
|
Elena Simperl
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Compositional Distributional Models of Meaning
Mehrnoosh Sadrzadeh
|
Dimitri Kartsaklis
|
Learning Emotion-enriched Word Representations
Ameeta Agrawal
|
Aijun An
|
Manos Papagelis
|
Structured Dialogue Policy with Graph Neural Networks
Lu Chen
|
Bowen Tan
|
Sishan Long
|
Kai Yu
|
Enhancing Sentence Embedding with Generalized Pooling
Qian Chen
|
Zhen-Hua Ling
|
Xiaodan Zhu
|
Learning What to Share: Leaky Multi-Task Network for Text Classification
Liqiang Xiao
|
Honglun Zhang
|
Wenqing Chen
|
Yongkun Wang
|
Yaohui Jin
|
A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai
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Trung Bui
|
Sheng Li
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Convolutional Neural Network for Universal Sentence Embeddings
Xiaoqi Jiao
|
Fang Wang
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Dan Feng
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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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Deconvolution-Based Global Decoding for Neural Machine Translation
Junyang Lin
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Xu Sun
|
Xuancheng Ren
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Shuming Ma
|
Jinsong Su
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Qi Su
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Deep Bayesian Learning and Understanding
Jen-Tzung Chien
|
Evaluating Neural Word Representations in Tensor-Based Compositional Settings
Dmitrijs Milajevs
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Dimitri Kartsaklis
|
Mehrnoosh Sadrzadeh
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Matthew Purver
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Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks
Ke M. Tran
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Arianna Bisazza
|
Christof Monz
|
Convolutional Neural Networks for Sentence Classification
Yoon Kim
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Online Representation Learning in Recurrent Neural Language Models
Marek Rei
|
Joint Embedding of Query and Ad by Leveraging Implicit Feedback
Sungjin Lee
|
Yifan Hu
|
Neural Networks for Open Domain Targeted Sentiment
Meishan Zhang
|
Yue Zhang
|
Duy-Tin Vo
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Open-Domain Name Error Detection using a Multi-Task RNN
Hao Cheng
|
Hao Fang
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Mari Ostendorf
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Sentence Modeling with Gated Recursive Neural Network
Xinchi Chen
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Xipeng Qiu
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Chenxi Zhu
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Shiyu Wu
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Xuanjing Huang
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The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le
|
Willem Zuidema
|
Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation
Xing Wang
|
Deyi Xiong
|
Min Zhang
|
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
Jianpeng Cheng
|
Dimitri Kartsaklis
|
Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
|
Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks
Hua He
|
Kevin Gimpel
|
Jimmy Lin
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Extractive Summarization by Maximizing Semantic Volume
Dani Yogatama
|
Fei Liu
|
Noah A. Smith
|
Discriminative Neural Sentence Modeling by Tree-Based Convolution
Lili Mou
|
Hao Peng
|
Ge Li
|
Yan Xu
|
Lu Zhang
|
Zhi Jin
|
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Pengfei Liu
|
Xipeng Qiu
|
Xinchi Chen
|
Shiyu Wu
|
Xuanjing Huang
|
Distributed Representations for Unsupervised Semantic Role Labeling
Kristian Woodsend
|
Mirella Lapata
|
Rationalizing Neural Predictions
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
|
Deep Multi-Task Learning with Shared Memory for Text Classification
Pengfei Liu
|
Xipeng Qiu
|
Xuanjing Huang
|
Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Attention-based LSTM Network for Cross-Lingual Sentiment Classification
Xinjie Zhou
|
Xiaojun Wan
|
Jianguo Xiao
|
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng
|
Li Dong
|
Mirella Lapata
|
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wenya Wang
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Sinno Jialin Pan
|
Daniel Dahlmeier
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Xiaokui Xiao
|
Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary
Qi Zhang
|
Jin Qian
|
Ya Guo
|
Yaqian Zhou
|
Xuanjing Huang
|
LAMB: A Good Shepherd of Morphologically Rich Languages
Sebastian Ebert
|
Thomas Müller
|
Hinrich Schütze
|
Convolutional Neural Network Language Models
Ngoc-Quan Pham
|
German Kruszewski
|
Gemma Boleda
|
Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network
Ryu Iida
|
Kentaro Torisawa
|
Jong-Hoon Oh
|
Canasai Kruengkrai
|
Julien Kloetzer
|
Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng
|
Duy-Tin Vo
|
Yue Zhang
|
Modelling Interaction of Sentence Pair with Coupled-LSTMs
Pengfei Liu
|
Xipeng Qiu
|
Yaqian Zhou
|
Jifan Chen
|
Xuanjing Huang
|
Learning Robust Representations of Text
Yitong Li
|
Trevor Cohn
|
Timothy Baldwin
|
Interpreting Neural Networks to Improve Politeness Comprehension
Malika Aubakirova
|
Mohit Bansal
|
A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification
Lianhui Qin
|
Zhisong Zhang
|
Hai Zhao
|
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Zhe Zhao
|
Tao Liu
|
Shen Li
|
Bofang Li
|
Xiaoyong Du
|
Exploiting Word Internal Structures for Generic Chinese Sentence Representation
Shaonan Wang
|
Jiajun Zhang
|
Chengqing Zong
|
Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen
|
Yunlun Yang
|
Zhi-Hong Deng
|
Idiom-Aware Compositional Distributed Semantics
Pengfei Liu
|
Kaiyu Qian
|
Xipeng Qiu
|
Xuanjing Huang
|
Incremental Graph-based Neural Dependency Parsing
Xiaoqing Zheng
|
Shortest-Path Graph Kernels for Document Similarity
Giannis Nikolentzos
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Polykarpos Meladianos
|
François Rousseau
|
Yannis Stavrakas
|
Michalis Vazirgiannis
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Learning Generic Sentence Representations Using Convolutional Neural Networks
Zhe Gan
|
Yunchen Pu
|
Ricardo Henao
|
Chunyuan Li
|
Xiaodong He
|
Lawrence Carin
|
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Emma Strubell
|
Patrick Verga
|
David Belanger
|
Andrew McCallum
|
Depression and Self-Harm Risk Assessment in Online Forums
Andrew Yates
|
Arman Cohan
|
Nazli Goharian
|
Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection
Massimo Nicosia
|
Alessandro Moschitti
|
Convolutional Interaction Network for Natural Language Inference
Jingjing Gong
|
Xipeng Qiu
|
Xinchi Chen
|
Dong Liang
|
Xuanjing Huang
|
Learning Neural Representation for CLIR with Adversarial Framework
Bo Li
|
Ping Cheng
|
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection
Devamanyu Hazarika
|
Soujanya Poria
|
Rada Mihalcea
|
Erik Cambria
|
Roger Zimmermann
|
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces
Anthony Rios
|
Ramakanth Kavuluru
|
Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu
|
Houfeng Wang
|
Tianyu Liu
|
Shuming Ma
|
BanditSum: Extractive Summarization as a Contextual Bandit
Yue Dong
|
Yikang Shen
|
Eric Crawford
|
Herke van Hoof
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Jackie Chi Kit Cheung
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A Neural Local Coherence Model for Text Quality Assessment
Mohsen Mesgar
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Michael Strube
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Simple Recurrent Units for Highly Parallelizable Recurrence
Tao Lei
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Yu Zhang
|
Sida I. Wang
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Hui Dai
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Yoav Artzi
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Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification
Junyang Lin
|
Qi Su
|
Pengcheng Yang
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Shuming Ma
|
Xu Sun
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MCapsNet: Capsule Network for Text with Multi-Task Learning
Liqiang Xiao
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Honglun Zhang
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Wenqing Chen
|
Yongkun Wang
|
Yaohui Jin
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Identifying Domain Adjacent Instances for Semantic Parsers
James Ferguson
|
Janara Christensen
|
Edward Li
|
Edgar Gonzàlez
|
Exploring Different Dimensions of Attention for Uncertainty Detection
Heike Adel
|
Hinrich Schütze
|
A Network-based End-to-End Trainable Task-oriented Dialogue System
Tsung-Hsien Wen
|
David Vandyke
|
Nikola Mrkšić
|
Milica Gašić
|
Lina M. Rojas-Barahona
|
Pei-Hao Su
|
Stefan Ultes
|
Steve Young
|
May I take your order? A Neural Model for Extracting Structured Information from Conversations
Baolin Peng
|
Michael Seltzer
|
Y.C. Ju
|
Geoffrey Zweig
|
Kam-Fai Wong
|
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
|
Noise Mitigation for Neural Entity Typing and Relation Extraction
Yadollah Yaghoobzadeh
|
Heike Adel
|
Hinrich Schütze
|
Robust Training under Linguistic Adversity
Yitong Li
|
Trevor Cohn
|
Timothy Baldwin
|
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification
Shiou Tian Hsu
|
Changsung Moon
|
Paul Jones
|
Nagiza Samatova
|
Structural Attention Neural Networks for improved sentiment analysis
Filippos Kokkinos
|
Alexandros Potamianos
|
Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data
Heike Adel
|
Francine Chen
|
Yan-Ying Chen
|
Convolutional Neural Networks for Authorship Attribution of Short Texts
Prasha Shrestha
|
Sebastian Sierra
|
Fabio González
|
Manuel Montes
|
Paolo Rosso
|
Thamar Solorio
|
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
Franck Dernoncourt
|
Ji Young Lee
|
Peter Szolovits
|
Convolutional Neural Network with Word Embeddings for Chinese Word Segmentation
Chunqi Wang
|
Bo Xu
|
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification
Ye Zhang
|
Byron Wallace
|
Leveraging Discourse Information Effectively for Authorship Attribution
Elisa Ferracane
|
Su Wang
|
Raymond Mooney
|
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews
Wei Xue
|
Wubai Zhou
|
Tao Li
|
Qing Wang
|
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations
Amir Hazem
|
Multichannel Variable-Size Convolution for Sentence Classification
Wenpeng Yin
|
Hinrich Schütze
|
The DCU Discourse Parser: A Sense Classification Task
Tsuyoshi Okita
|
Longyue Wang
|
Qun Liu
|
Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
Boxing Chen
|
Fei Huang
|
Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
Maha Elbayad
|
Laurent Besacier
|
Jakob Verbeek
|
LibN3L:A Lightweight Package for Neural NLP
Meishan Zhang
|
Jie Yang
|
Zhiyang Teng
|
Yue Zhang
|
Punctuation Prediction for Unsegmented Transcript Based on Word Vector
Xiaoyin Che
|
Cheng Wang
|
Haojin Yang
|
Christoph Meinel
|
Multi-prototype Chinese Character Embedding
Yanan Lu
|
Yue Zhang
|
Donghong Ji
|
Word Embedding Approach for Synonym Extraction of Multi-Word Terms
Amir Hazem
|
Béatrice Daille
|
TSix: A Human-involved-creation Dataset for Tweet Summarization
Minh-Tien Nguyen
|
Dac Viet Lai
|
Huy-Tien Nguyen
|
Le-Minh Nguyen
|
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks
Rie Johnson
|
Tong Zhang
|
Convolutional Neural Network for Paraphrase Identification
Wenpeng Yin
|
Hinrich Schütze
|
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval
Xiaodong Liu
|
Jianfeng Gao
|
Xiaodong He
|
Li Deng
|
Kevin Duh
|
Ye-yi Wang
|
Unsupervised Sparse Vector Densification for Short Text Similarity
Yangqiu Song
|
Dan Roth
|
On the Automatic Learning of Sentiment Lexicons
Aliaksei Severyn
|
Alessandro Moschitti
|
Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang
|
Zhiyang Teng
|
Yue Zhang
|
Ultradense Word Embeddings by Orthogonal Transformation
Sascha Rothe
|
Sebastian Ebert
|
Hinrich Schütze
|
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling
Heike Adel
|
Benjamin Roth
|
Hinrich Schütze
|
Dynamic Entity Representation with Max-pooling Improves Machine Reading
Sosuke Kobayashi
|
Ran Tian
|
Naoaki Okazaki
|
Kentaro Inui
|
DAG-Structured Long Short-Term Memory for Semantic Compositionality
Xiaodan Zhu
|
Parinaz Sobhani
|
Hongyu Guo
|
Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
Matthew Francis-Landau
|
Greg Durrett
|
Dan Klein
|
Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking
Kateryna Tymoshenko
|
Daniele Bonadiman
|
Alessandro Moschitti
|
Semi-supervised Question Retrieval with Gated Convolutions
Tao Lei
|
Hrishikesh Joshi
|
Regina Barzilay
|
Tommi Jaakkola
|
Kateryna Tymoshenko
|
Alessandro Moschitti
|
Lluís Màrquez
|
Learning Distributed Representations of Sentences from Unlabelled Data
Felix Hill
|
Kyunghyun Cho
|
Anna Korhonen
|
Hierarchical Attention Networks for Document Classification
Zichao Yang
|
Diyi Yang
|
Chris Dyer
|
Xiaodong He
|
Alex Smola
|
Eduard Hovy
|
Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi
|
Kaisheng Yao
|
Le Tian
|
Daxin Jiang
|
Handling Homographs in Neural Machine Translation
Frederick Liu
|
Han Lu
|
Graham Neubig
|
Ranking Sentences for Extractive Summarization with Reinforcement Learning
Shashi Narayan
|
Shay B. Cohen
|
Mirella Lapata
|
Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking
Jyun-Yu Jiang
|
Francine Chen
|
Yan-Ying Chen
|
Wei Wang
|
Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos
Devamanyu Hazarika
|
Soujanya Poria
|
Amir Zadeh
|
Erik Cambria
|
Louis-Philippe Morency
|
Roger Zimmermann
|
Neural Text Generation in Stories Using Entity Representations as Context
Elizabeth Clark
|
Yangfeng Ji
|
Noah A. Smith
|
Statistical Machine Translation Features with Multitask Tensor Networks
Hendra Setiawan
|
Zhongqiang Huang
|
Jacob Devlin
|
Thomas Lamar
|
Rabih Zbib
|
Richard Schwartz
|
John Makhoul
|
MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
Wenpeng Yin
|
Hinrich Schütze
|
Neural CRF Parsing
Greg Durrett
|
Dan Klein
|
Classifying Relations by Ranking with Convolutional Neural Networks
Cícero dos Santos
|
Bing Xiang
|
Bowen Zhou
|
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham
|
Germán Kruszewski
|
Angeliki Lazaridou
|
Marco Baroni
|
Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
Xin Wang
|
Yuanchao Liu
|
Chengjie Sun
|
Baoxun Wang
|
Xiaolong Wang
|
Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network
Qiao Qian
|
Bo Tian
|
Minlie Huang
|
Yang Liu
|
Xuan Zhu
|
Xiaoyan Zhu
|
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai
|
Richard Socher
|
Christopher D. Manning
|
Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer
|
Varun Manjunatha
|
Jordan Boyd-Graber
|
Hal Daumé III
|
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
Sascha Rothe
|
Hinrich Schütze
|
Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
Tao Chen
|
Ruifeng Xu
|
Yulan He
|
Xuan Wang
|
Dependency-based Convolutional Neural Networks for Sentence Embedding
Mingbo Ma
|
Liang Huang
|
Bowen Zhou
|
Bing Xiang
|
Non-Linear Text Regression with a Deep Convolutional Neural Network
Zsolt Bitvai
|
Trevor Cohn
|
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
Aliaksei Severyn
|
Massimo Nicosia
|
Gianni Barlacchi
|
Alessandro Moschitti
|
Event Detection and Domain Adaptation with Convolutional Neural Networks
Thien Huu Nguyen
|
Ralph Grishman
|
Idiom Token Classification using Sentential Distributed Semantics
Giancarlo Salton
|
Robert Ross
|
John Kelleher
|
Improved Representation Learning for Question Answer Matching
Ming Tan
|
Cicero dos Santos
|
Bing Xiang
|
Bowen Zhou
|
Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking
Seokhwan Kim
|
Rafael Banchs
|
Haizhou Li
|
Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation
Nut Limsopatham
|
Nigel Collier
|
A Fast Unified Model for Parsing and Sentence Understanding
Samuel R. Bowman
|
Jon Gauthier
|
Abhinav Rastogi
|
Raghav Gupta
|
Christopher D. Manning
|
Christopher Potts
|
Natural Language Inference by Tree-Based Convolution and Heuristic Matching
Lili Mou
|
Rui Men
|
Ge Li
|
Yan Xu
|
Lu Zhang
|
Rui Yan
|
Zhi Jin
|
Don’t Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text
Duy Tin Vo
|
Yue Zhang
|
Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model
Jin Wang
|
Liang-Chih Yu
|
K. Robert Lai
|
Xuejie Zhang
|
Adversarial Multi-task Learning for Text Classification
Pengfei Liu
|
Xipeng Qiu
|
Xuanjing Huang
|
Coarse-to-Fine Question Answering for Long Documents
Eunsol Choi
|
Daniel Hewlett
|
Jakob Uszkoreit
|
Illia Polosukhin
|
Alexandre Lacoste
|
Jonathan Berant
|
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks
Muhammad Abdul-Mageed
|
Lyle Ungar
|
A Neural Local Coherence Model
Dat Tien Nguyen
|
Shafiq Joty
|
Linguistically Regularized LSTM for Sentiment Classification
Qiao Qian
|
Minlie Huang
|
Jinhao Lei
|
Xiaoyan Zhu
|
CANE: Context-Aware Network Embedding for Relation Modeling
Cunchao Tu
|
Han Liu
|
Zhiyuan Liu
|
Maosong Sun
|
Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić
|
Diarmuid Ó Séaghdha
|
Tsung-Hsien Wen
|
Blaise Thomson
|
Steve Young
|
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar
|
Jose Camacho-Collados
|
Roberto Navigli
|
Nigel Collier
|
Learning Character-level Compositionality with Visual Features
Frederick Liu
|
Han Lu
|
Chieh Lo
|
Graham Neubig
|
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings
John Wieting
|
Kevin Gimpel
|
Group Sparse CNNs for Question Classification with Answer Sets
Mingbo Ma
|
Liang Huang
|
Bing Xiang
|
Bowen Zhou
|
Deep Learning for Semantic Composition
Xiaodan Zhu
|
Edward Grefenstette
|
Sentence-State LSTM for Text Representation
Yue Zhang
|
Qi Liu
|
Linfeng Song
|
Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis
Laurent Vanni
|
Melanie Ducoffe
|
Carlos Aguilar
|
Frederic Precioso
|
Damon Mayaffre
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Joint Embedding of Words and Labels for Text Classification
Guoyin Wang
|
Chunyuan Li
|
Wenlin Wang
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Yizhe Zhang
|
Dinghan Shen
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Xinyuan Zhang
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Ricardo Henao
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Lawrence Carin
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Document Similarity for Texts of Varying Lengths via Hidden Topics
Hongyu Gong
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Tarek Sakakini
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Suma Bhat
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JinJun Xiong
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Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue
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Tao Li
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Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
Osman Ramadan
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Paweł Budzianowski
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Milica Gašić
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SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags
Eva Vanmassenhove
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Andy Way
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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Wenpeng Yin
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Hinrich Schütze
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Bing Xiang
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Bowen Zhou
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Named Entity Recognition with Bidirectional LSTM-CNNs
Jason P.C. Chiu
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Eric Nichols
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Overcoming Language Variation in Sentiment Analysis with Social Attention
Yi Yang
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Jacob Eisenstein
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Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms
Wenpeng Yin
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Hinrich Schütze
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A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously
Wenlin Yao
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Saipravallika Nettyam
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Ruihong Huang
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Coooolll: A Deep Learning System for Twitter Sentiment Classification
Duyu Tang
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Furu Wei
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Bing Qin
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Ting Liu
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Ming Zhou
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Compositional Distributional Semantics with Long Short Term Memory
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Willem Zuidema
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UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification
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Alessandro Moschitti
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Tweester at SemEval-2016 Task 4: Sentiment Analysis in Twitter Using Semantic-Affective Model Adaptation
Elisavet Palogiannidi
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Athanasia Kolovou
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Fenia Christopoulou
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Filippos Kokkinos
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Elias Iosif
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Nikolaos Malandrakis
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Haris Papageorgiou
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Shrikanth Narayanan
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Alexandros Potamianos
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SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering
Mitra Mohtarami
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Yonatan Belinkov
|
Wei-Ning Hsu
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Yu Zhang
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Tao Lei
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Kfir Bar
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Scott Cyphers
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Jim Glass
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UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures
Timothy Baldwin
|
Huizhi Liang
|
Bahar Salehi
|
Doris Hoogeveen
|
Yitong Li
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Long Duong
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SwissCheese at SemEval-2016 Task 4: Sentiment Classification Using an Ensemble of Convolutional Neural Networks with Distant Supervision
Jan Deriu
|
Maurice Gonzenbach
|
Fatih Uzdilli
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Aurelien Lucchi
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Valeria De Luca
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Martin Jaggi
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Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention
Maria Becker
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Michael Staniek
|
Vivi Nastase
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Alexis Palmer
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Anette Frank
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TopicThunder at SemEval-2017 Task 4: Sentiment Classification Using a Convolutional Neural Network with Distant Supervision
Simon Müller
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Tobias Huonder
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Jan Deriu
|
Mark Cieliebak
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YNU-HPCC at SemEval 2017 Task 4: Using A Multi-Channel CNN-LSTM Model for Sentiment Classification
Haowei Zhang
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Jin Wang
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Jixian Zhang
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Xuejie Zhang
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TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields
Manikandan R
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Krishna Madgula
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Snehanshu Saha
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Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations
Nam Khanh Tran
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Weiwei Cheng
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A Simple Baseline for Discriminating Similar Languages
Matthew Purver
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Relation Extraction: Perspective from Convolutional Neural Networks
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Ralph Grishman
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A Linguistically Informed Convolutional Neural Network
Sebastian Ebert
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Ngoc Thang Vu
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Hinrich Schütze
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Learning Salient Samples and Distributed Representations for Topic-Based Chinese Message Polarity Classification
Xin Kang
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Yunong Wu
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Zhifei Zhang
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Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
Tsung-Hsien Wen
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Milica Gašić
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Dongho Kim
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Nikola Mrkšić
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Pei-Hao Su
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David Vandyke
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Steve Young
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Assisting Discussion Forum Users using Deep Recurrent Neural Networks
Jacob Hagstedt P Suorra
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Olof Mogren
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Mapping Unseen Words to Task-Trained Embedding Spaces
Pranava Swaroop Madhyastha
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Mohit Bansal
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Kevin Gimpel
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Karen Livescu
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Multilingual Modal Sense Classification using a Convolutional Neural Network
Ana Marasović
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Anette Frank
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Learning Word Importance with the Neural Bag-of-Words Model
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Irina Illina
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Dominique Fohr
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Georges Linarès
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Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification
Nut Limsopatham
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Nigel Collier
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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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A Twitter Corpus and Benchmark Resources for German Sentiment Analysis
Mark Cieliebak
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Jan Milan Deriu
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Dominic Egger
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Fatih Uzdilli
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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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Dependency Parsing with Dilated Iterated Graph CNNs
Emma Strubell
|
Andrew McCallum
|
YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model
Yuanye He
|
Liang-Chih Yu
|
K. Robert Lai
|
Weiyi Liu
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BIBI System Description: Building with CNNs and Breaking with Deep Reinforcement Learning
Yitong Li
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Trevor Cohn
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Timothy Baldwin
|
Deep Learning for Depression Detection of Twitter Users
Ahmed Husseini Orabi
|
Prasadith Buddhitha
|
Mahmoud Husseini Orabi
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Diana Inkpen
|
Bigrams and BiLSTMs Two Neural Networks for Sequential Metaphor Detection
Yuri Bizzoni
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Mehdi Ghanimifard
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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
|
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP
Daniel Pressel
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Sagnik Ray Choudhury
|
Brian Lester
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Yanjie Zhao
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Matt Barta
|
Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network
Dennis Singh Moirangthem
|
Minho Lee
|
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline
Kawin Ethayarajh
|
A Context-aware Convolutional Natural Language Generation model for Dialogue Systems
Sourab Mangrulkar
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Suhani Shrivastava
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Veena Thenkanidiyoor
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Dileep Aroor Dinesh
|
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
|
Understanding Convolutional Neural Networks for Text Classification
Alon Jacovi
|
Oren Sar Shalom
|
Yoav Goldberg
|
Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue
Dieuwke Hupkes
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Sanne Bouwmeester
|
Raquel Fernández
|
Robust Word Vectors: Context-Informed Embeddings for Noisy Texts
Valentin Malykh
|
Varvara Logacheva
|
Taras Khakhulin
|
A Machine Learning Method to Distinguish Machine Translation from Human Translation
Yitong Li
|
Rui Wang
|
Hai Zhao
|
No URLs Found
Field Of Study
Linguistic Trends
Discourse
Embeddings
Syntax
Task
Information Retrieval
Question Answering
Approach
Semi-supervised Learning
Dataset
Twitter
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