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Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai
|
Richard Socher
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Christopher D. Manning
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Paper Details:
Month: July
Year: 2015
Location: Beijing, China
Venue:
ACL |
IJCNLP |
Citations
URL
Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge
Raghav Goyal
|
Marc Dymetman
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Eric Gaussier
|
Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification
Bofang Li
|
Zhe Zhao
|
Tao Liu
|
Puwei Wang
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Xiaoyong Du
|
Textual Entailment with Structured Attentions and Composition
Kai Zhao
|
Liang Huang
|
Mingbo Ma
|
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences
Biao Zhang
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Deyi Xiong
|
Jinsong Su
|
Hong Duan
|
Min Zhang
|
Modelling Sentence Pairs with Tree-structured Attentive Encoder
Yao Zhou
|
Cong Liu
|
Yan Pan
|
Measuring the Information Content of Financial News
Ching-Yun Chang
|
Yue Zhang
|
Zhiyang Teng
|
Zahn Bozanic
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Bin Ke
|
Effective LSTMs for Target-Dependent Sentiment Classification
Duyu Tang
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Bing Qin
|
Xiaocheng Feng
|
Ting Liu
|
Two Local Models for Neural Constituent Parsing
Zhiyang Teng
|
Yue Zhang
|
Enhancing Sentence Embedding with Generalized Pooling
Qian Chen
|
Zhen-Hua Ling
|
Xiaodan Zhu
|
A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai
|
Trung Bui
|
Sheng Li
|
Learning Sentiment Composition from Sentiment Lexicons
Orith Toledo-Ronen
|
Roy Bar-Haim
|
Alon Halfon
|
Charles Jochim
|
Amir Menczel
|
Ranit Aharonov
|
Noam Slonim
|
Convolutional Neural Network for Universal Sentence Embeddings
Xiaoqi Jiao
|
Fang Wang
|
Dan Feng
|
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction
Junwen Duan
|
Yue Zhang
|
Xiao Ding
|
Ching-Yun Chang
|
Ting Liu
|
Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts
Yasuhide Miura
|
Ryuji Kano
|
Motoki Taniguchi
|
Tomoki Taniguchi
|
Shotaro Misawa
|
Tomoko Ohkuma
|
A Unified RvNN Framework for End-to-End Chinese Discourse Parsing
Lin Chuan-An
|
Hen-Hsen Huang
|
Zi-Yuan Chen
|
Hsin-Hsi Chen
|
Language Understanding for Text-based Games using Deep Reinforcement Learning
Karthik Narasimhan
|
Tejas Kulkarni
|
Regina Barzilay
|
Open-Domain Name Error Detection using a Multi-Task RNN
Hao Cheng
|
Hao Fang
|
Mari Ostendorf
|
ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks
Rohit Gupta
|
Constantin Orăsan
|
Josef van Genabith
|
The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le
|
Willem Zuidema
|
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
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Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks
Hua He
|
Kevin Gimpel
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Jimmy Lin
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A Comparative Study on Regularization Strategies for Embedding-based Neural Networks
Hao Peng
|
Lili Mou
|
Ge Li
|
Yunchuan Chen
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Yangyang Lu
|
Zhi Jin
|
Discriminative Neural Sentence Modeling by Tree-Based Convolution
Lili Mou
|
Hao Peng
|
Ge Li
|
Yan Xu
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Lu Zhang
|
Zhi Jin
|
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification
Yunlun Yang
|
Yunhai Tong
|
Shulei Ma
|
Zhi-Hong Deng
|
Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang
|
Bing Qin
|
Ting Liu
|
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng
|
Li Dong
|
Mirella Lapata
|
Speculation and Negation Scope Detection via Convolutional Neural Networks
Zhong Qian
|
Peifeng Li
|
Qiaoming Zhu
|
Guodong Zhou
|
Zhunchen Luo
|
Wei Luo
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Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network
Peng Shi
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Zhiyang Teng
|
Yue Zhang
|
Neural Headline Generation on Abstract Meaning Representation
Sho Takase
|
Jun Suzuki
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Naoaki Okazaki
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Tsutomu Hirao
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Masaaki Nagata
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Analyzing Framing through the Casts of Characters in the News
Dallas Card
|
Justin Gross
|
Amber Boydstun
|
Noah A. Smith
|
Charagram: Embedding Words and Sentences via Character n-grams
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng
|
Duy-Tin Vo
|
Yue Zhang
|
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu
|
Danlu Chen
|
Xipeng Qiu
|
Xuanjing Huang
|
Deep Neural Networks with Massive Learned Knowledge
Zhiting Hu
|
Zichao Yang
|
Ruslan Salakhutdinov
|
Eric Xing
|
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober
|
Julie Weeds
|
Jeremy Reffin
|
David Weir
|
Monolingual Phrase Alignment on Parse Forests
Yuki Arase
|
Junichi Tsujii
|
A Mention-Ranking Model for Abstract Anaphora Resolution
Ana Marasović
|
Leo Born
|
Juri Opitz
|
Anette Frank
|
Rotated Word Vector Representations and their Interpretability
Sungjoon Park
|
JinYeong Bak
|
Alice Oh
|
Refining Word Embeddings for Sentiment Analysis
Liang-Chih Yu
|
Jin Wang
|
K. Robert Lai
|
Xuejie Zhang
|
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau
|
Douwe Kiela
|
Holger Schwenk
|
Loïc Barrault
|
Antoine Bordes
|
Structural Embedding of Syntactic Trees for Machine Comprehension
Rui Liu
|
Junjie Hu
|
Wei Wei
|
Zi Yang
|
Eric Nyberg
|
Tensor Fusion Network for Multimodal Sentiment Analysis
Amir Zadeh
|
Minghai Chen
|
Soujanya Poria
|
Erik Cambria
|
Louis-Philippe Morency
|
Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen
|
Yunlun Yang
|
Zhi-Hong Deng
|
Neural Lattice-to-Sequence Models for Uncertain Inputs
Matthias Sperber
|
Graham Neubig
|
Jan Niehues
|
Alex Waibel
|
Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation
Baosong Yang
|
Derek F. Wong
|
Tong Xiao
|
Lidia S. Chao
|
Jingbo Zhu
|
Opinion Recommendation Using A Neural Model
Zhongqing Wang
|
Yue Zhang
|
End-to-End Neural Relation Extraction with Global Optimization
Meishan Zhang
|
Yue Zhang
|
Guohong Fu
|
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks
Kazuma Hashimoto
|
Caiming Xiong
|
Yoshimasa Tsuruoka
|
Richard Socher
|
Learning Generic Sentence Representations Using Convolutional Neural Networks
Zhe Gan
|
Yunchen Pu
|
Ricardo Henao
|
Chunyuan Li
|
Xiaodong He
|
Lawrence Carin
|
Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks
Peng-Hsuan Li
|
Ruo-Ping Dong
|
Yu-Siang Wang
|
Ju-Chieh Chou
|
Wei-Yun Ma
|
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing
Jetic Gū
|
Hassan S. Shavarani
|
Anoop Sarkar
|
Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae
|
André F. T. Martins
|
Claire Cardie
|
Structured Alignment Networks for Matching Sentences
Yang Liu
|
Matt Gardner
|
Mirella Lapata
|
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Yuhao Zhang
|
Peng Qi
|
Christopher D. Manning
|
N-ary Relation Extraction using Graph-State LSTM
Linfeng Song
|
Yue Zhang
|
Zhiguo Wang
|
Daniel Gildea
|
A Unified Syntax-aware Framework for Semantic Role Labeling
Zuchao Li
|
Shexia He
|
Jiaxun Cai
|
Zhuosheng Zhang
|
Hai Zhao
|
Gongshen Liu
|
Linlin Li
|
Luo Si
|
Syntax Encoding with Application in Authorship Attribution
Richong Zhang
|
Zhiyuan Hu
|
Hongyu Guo
|
Yongyi Mao
|
Multimodal neural pronunciation modeling for spoken languages with logographic origin
Minh Nguyen
|
Gia H. Ngo
|
Nancy Chen
|
Multi-Source Syntactic Neural Machine Translation
Anna Currey
|
Kenneth Heafield
|
Investigating Capsule Networks with Dynamic Routing for Text Classification
Min Yang
|
Wei Zhao
|
Jianbo Ye
|
Zeyang Lei
|
Zhou Zhao
|
Soufei Zhang
|
Hierarchical CVAE for Fine-Grained Hate Speech Classification
Jing Qian
|
Mai ElSherief
|
Elizabeth Belding
|
William Yang Wang
|
Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu
|
Houfeng Wang
|
Tianyu Liu
|
Shuming Ma
|
Multi-Task Label Embedding for Text Classification
Honglun Zhang
|
Liqiang Xiao
|
Wenqing Chen
|
Yongkun Wang
|
Yaohui Jin
|
On Tree-Based Neural Sentence Modeling
Haoyue Shi
|
Hao Zhou
|
Jiaze Chen
|
Lei Li
|
Lexicosyntactic Inference in Neural Models
Aaron Steven White
|
Rachel Rudinger
|
Kyle Rawlins
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Benjamin Van Durme
|
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
Kalpesh Krishna
|
Preethi Jyothi
|
Mohit Iyyer
|
Mapping natural language commands to web elements
Panupong Pasupat
|
Tian-Shun Jiang
|
Evan Liu
|
Kelvin Guu
|
Percy Liang
|
Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai
|
Hong Yu
|
A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
Attapol Rutherford
|
Vera Demberg
|
Nianwen Xue
|
Neural Semantic Encoders
Tsendsuren Munkhdalai
|
Hong Yu
|
Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis
Amr Mousa
|
Björn Schuller
|
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification
Shiou Tian Hsu
|
Changsung Moon
|
Paul Jones
|
Nagiza Samatova
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Structural Attention Neural Networks for improved sentiment analysis
Filippos Kokkinos
|
Alexandros Potamianos
|
Convolutional Neural Networks for Authorship Attribution of Short Texts
Prasha Shrestha
|
Sebastian Sierra
|
Fabio González
|
Manuel Montes
|
Paolo Rosso
|
Thamar Solorio
|
Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information
Ling Gan
|
Houyu Gong
|
Leveraging Discourse Information Effectively for Authorship Attribution
Elisa Ferracane
|
Su Wang
|
Raymond Mooney
|
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification
Jianfei Yu
|
Jing Jiang
|
Demographic Word Embeddings for Racism Detection on Twitter
Mohammed Hasanuzzaman
|
Gaël Dias
|
Andy Way
|
Learning Kernels over Strings using Gaussian Processes
Daniel Beck
|
Trevor Cohn
|
Using Context Events in Neural Network Models for Event Temporal Status Identification
Zeyu Dai
|
Wenlin Yao
|
Ruihong Huang
|
Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory
Yu-Lun Hsieh
|
Yung-Chun Chang
|
Nai-Wen Chang
|
Wen-Lian Hsu
|
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model
Shuying Lin
|
Huosheng Xie
|
Liang-Chih Yu
|
K. Robert Lai
|
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations
Amir Hazem
|
The Lifted Matrix-Space Model for Semantic Composition
WooJin Chung
|
Sheng-Fu Wang
|
Samuel Bowman
|
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
Hengru Xu
|
Shen Li
|
Renfen Hu
|
Si Li
|
Sheng Gao
|
MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification
Jeremy Barnes
|
Toni Badia
|
Patrik Lambert
|
SPADE: Evaluation Dataset for Monolingual Phrase Alignment
Yuki Arase
|
Junichi Tsujii
|
SentEval: An Evaluation Toolkit for Universal Sentence Representations
Alexis Conneau
|
Douwe Kiela
|
Multi-Source Neural Translation
Barret Zoph
|
Kevin Knight
|
Recurrent Neural Network Grammars
Chris Dyer
|
Adhiguna Kuncoro
|
Miguel Ballesteros
|
Noah A. Smith
|
Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang
|
Liang Lu
|
Mirella Lapata
|
DAG-Structured Long Short-Term Memory for Semantic Compositionality
Xiaodan Zhu
|
Parinaz Sobhani
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Hongyu Guo
|
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He
|
Jimmy Lin
|
Sentiment Composition of Words with Opposing Polarities
Svetlana Kiritchenko
|
Saif M. Mohammad
|
Hierarchical Attention Networks for Document Classification
Zichao Yang
|
Diyi Yang
|
Chris Dyer
|
Xiaodong He
|
Alex Smola
|
Eduard Hovy
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Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi
|
Kaisheng Yao
|
Le Tian
|
Daxin Jiang
|
Neural Models of Factuality
Rachel Rudinger
|
Aaron Steven White
|
Benjamin Van Durme
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Identifying Semantic Divergences in Parallel Text without Annotations
Yogarshi Vyas
|
Xing Niu
|
Marine Carpuat
|
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
Mohit Iyyer
|
John Wieting
|
Kevin Gimpel
|
Luke Zettlemoyer
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Neural Models for Reasoning over Multiple Mentions Using Coreference
Bhuwan Dhingra
|
Qiao Jin
|
Zhilin Yang
|
William Cohen
|
Ruslan Salakhutdinov
|
Benchmarks and models for entity-oriented polarity detection
Lidia Pivovarova
|
Arto Klami
|
Roman Yangarber
|
ListOps: A Diagnostic Dataset for Latent Tree Learning
Nikita Nangia
|
Samuel Bowman
|
End-to-end learning of semantic role labeling using recurrent neural networks
Jie Zhou
|
Wei Xu
|
Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer
|
Varun Manjunatha
|
Jordan Boyd-Graber
|
Hal Daumé III
|
Dependency Recurrent Neural Language Models for Sentence Completion
Piotr Mirowski
|
Andreas Vlachos
|
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
Kazuma Hashimoto
|
Yoshimasa Tsuruoka
|
Automatic Text Scoring Using Neural Networks
Dimitrios Alikaniotis
|
Helen Yannakoudakis
|
Marek Rei
|
Tree-to-Sequence Attentional Neural Machine Translation
Akiko Eriguchi
|
Kazuma Hashimoto
|
Yoshimasa Tsuruoka
|
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures
Makoto Miwa
|
Mohit Bansal
|
Neural Semantic Role Labeling with Dependency Path Embeddings
Michael Roth
|
Mirella Lapata
|
A Fast Unified Model for Parsing and Sentence Understanding
Samuel R. Bowman
|
Jon Gauthier
|
Abhinav Rastogi
|
Raghav Gupta
|
Christopher D. Manning
|
Christopher Potts
|
Summarizing Source Code using a Neural Attention Model
Srinivasan Iyer
|
Ioannis Konstas
|
Alvin Cheung
|
Luke Zettlemoyer
|
Composing Distributed Representations of Relational Patterns
Sho Takase
|
Naoaki Okazaki
|
Kentaro Inui
|
Event Nugget Detection with Forward-Backward Recurrent Neural Networks
Reza Ghaeini
|
Xiaoli Fern
|
Liang Huang
|
Prasad Tadepalli
|
Deep Learning in Semantic Kernel Spaces
Danilo Croce
|
Simone Filice
|
Giuseppe Castellucci
|
Roberto Basili
|
Enhanced LSTM for Natural Language Inference
Qian Chen
|
Xiaodan Zhu
|
Zhen-Hua Ling
|
Si Wei
|
Hui Jiang
|
Diana Inkpen
|
CANE: Context-Aware Network Embedding for Relation Modeling
Cunchao Tu
|
Han Liu
|
Zhiyuan Liu
|
Maosong Sun
|
Chunk-based Decoder for Neural Machine Translation
Shonosuke Ishiwatari
|
Jingtao Yao
|
Shujie Liu
|
Mu Li
|
Ming Zhou
|
Naoki Yoshinaga
|
Masaru Kitsuregawa
|
Weijia Jia
|
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings
John Wieting
|
Kevin Gimpel
|
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates
Taku Kudo
|
Sentence-State LSTM for Text Representation
Yue Zhang
|
Qi Liu
|
Linfeng Song
|
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
John Wieting
|
Kevin Gimpel
|
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros
|
William Chan
|
Geoffrey Hinton
|
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring
Cancan Jin
|
Ben He
|
Kai Hui
|
Le Sun
|
Stack-Pointer Networks for Dependency Parsing
Xuezhe Ma
|
Zecong Hu
|
Jingzhou Liu
|
Nanyun Peng
|
Graham Neubig
|
Eduard Hovy
|
A Graph-to-Sequence Model for AMR-to-Text Generation
Linfeng Song
|
Yue Zhang
|
Zhiguo Wang
|
Daniel Gildea
|
Backpropagating through Structured Argmax using a SPIGOT
Hao Peng
|
Sam Thomson
|
Noah A. Smith
|
Document Similarity for Texts of Varying Lengths via Hidden Topics
Hongyu Gong
|
Tarek Sakakini
|
Suma Bhat
|
JinJun Xiong
|
Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue
|
Tao Li
|
A Helping Hand: Transfer Learning for Deep Sentiment Analysis
Xin Dong
|
Gerard de Melo
|
Supervised Treebank Conversion: Data and Approaches
Xinzhou Jiang
|
Zhenghua Li
|
Bo Zhang
|
Min Zhang
|
Sheng Li
|
Luo Si
|
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification
Zeyang Lei
|
Yujiu Yang
|
Min Yang
|
Yi Liu
|
Easy-First Dependency Parsing with Hierarchical Tree LSTMs
Eliyahu Kiperwasser
|
Yoav Goldberg
|
Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Nanyun Peng
|
Hoifung Poon
|
Chris Quirk
|
Kristina Toutanova
|
Wen-tau Yih
|
Head-Lexicalized Bidirectional Tree LSTMs
Zhiyang Teng
|
Yue Zhang
|
Conversation Modeling on Reddit Using a Graph-Structured LSTM
Victoria Zayats
|
Mari Ostendorf
|
Do latent tree learning models identify meaningful structure in sentences?
Adina Williams
|
Andrew Drozdov
|
Samuel R. Bowman
|
Neural Lattice Language Models
Jacob Buckman
|
Graham Neubig
|
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification
Xilun Chen
|
Yu Sun
|
Ben Athiwaratkun
|
Claire Cardie
|
Kilian Weinberger
|
UWB at SemEval-2016 Task 1: Semantic Textual Similarity using Lexical, Syntactic, and Semantic Information
Tomáš Brychcín
|
Lukáš Svoboda
|
Samsung Poland NLP Team at SemEval-2016 Task 1: Necessity for diversity; combining recursive autoencoders, WordNet and ensemble methods to measure semantic similarity.
Barbara Rychalska
|
Katarzyna Pakulska
|
Krystyna Chodorowska
|
Wojciech Walczak
|
Piotr Andruszkiewicz
|
SAARSHEFF at SemEval-2016 Task 1: Semantic Textual Similarity with Machine Translation Evaluation Metrics and (eXtreme) Boosted Tree Ensembles
Liling Tan
|
Carolina Scarton
|
Lucia Specia
|
Josef van Genabith
|
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity
Hannah Bechara
|
Rohit Gupta
|
Liling Tan
|
Constantin Orăsan
|
Ruslan Mitkov
|
Josef van Genabith
|
DCU-SEManiacs at SemEval-2016 Task 1: Synthetic Paragram Embeddings for Semantic Textual Similarity
Chris Hokamp
|
Piyush Arora
|
iUBC at SemEval-2016 Task 2: RNNs and LSTMs for interpretable STS
Iñigo Lopez-Gazpio
|
Eneko Agirre
|
Montse Maritxalar
|
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement
Hua He
|
John Wieting
|
Kevin Gimpel
|
Jinfeng Rao
|
Jimmy Lin
|
OCLSP at SemEval-2016 Task 9: Multilayered LSTM as a Neural Semantic Dependency Parser
Lifeng Jin
|
Manjuan Duan
|
William Schuler
|
L2F/INESC-ID at SemEval-2017 Tasks 1 and 2: Lexical and semantic features in word and textual similarity
Pedro Fialho
|
Hugo Patinho Rodrigues
|
Luísa Coheur
|
Paulo Quaresma
|
YNU-HPCC at SemEval 2017 Task 4: Using A Multi-Channel CNN-LSTM Model for Sentiment Classification
Haowei Zhang
|
Jin Wang
|
Jixian Zhang
|
Xuejie Zhang
|
Element-wise Bilinear Interaction for Sentence Matching
Jihun Choi
|
Taeuk Kim
|
Sang-goo Lee
|
Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations
Nam Khanh Tran
|
Weiwei Cheng
|
Machine Translation Evaluation using Recurrent Neural Networks
Rohit Gupta
|
Constantin Orăsan
|
Josef van Genabith
|
Recursive Neural Networks Can Learn Logical Semantics
Samuel R. Bowman
|
Christopher Potts
|
Christopher D. Manning
|
Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs
Phong Le
|
Willem Zuidema
|
Mapping Unseen Words to Task-Trained Embedding Spaces
Pranava Swaroop Madhyastha
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Learning Word Importance with the Neural Bag-of-Words Model
Imran Sheikh
|
Irina Illina
|
Dominique Fohr
|
Georges Linarès
|
Probing for semantic evidence of composition by means of simple classification tasks
Allyson Ettinger
|
Ahmed Elgohary
|
Philip Resnik
|
Character-based Decoding in Tree-to-Sequence Attention-based Neural Machine Translation
Akiko Eriguchi
|
Kazuma Hashimoto
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Yoshimasa Tsuruoka
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Rethinking Skip-thought: A Neighborhood based Approach
Shuai Tang
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Hailin Jin
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Chen Fang
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Zhaowen Wang
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Virginia de Sa
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Detecting Off-topic Responses to Visual Prompts
Marek Rei
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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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Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection Corpus
Hendrik Schuff
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Jeremy Barnes
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Julian Mohme
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Sebastian Padó
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Roman Klinger
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YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model
Yuanye He
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Liang-Chih Yu
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K. Robert Lai
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Weiyi Liu
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Encoder-Decoder Shift-Reduce Syntactic Parsing
Jiangming Liu
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Yue Zhang
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Tackling Adversarial Examples in QA via Answer Sentence Selection
Yuanhang Ren
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Ye Du
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Di Wang
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Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation
Anna Currey
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Kenneth Heafield
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Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing
Jean Maillard
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Stephen Clark
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Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline
Kawin Ethayarajh
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A Simple End-to-End Question Answering Model for Product Information
Tuan Lai
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Trung Bui
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Sheng Li
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Nedim Lipka
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Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models
Henry Elder
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Chris Hokamp
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Evaluating the Ability of LSTMs to Learn Context-Free Grammars
Luzi Sennhauser
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Robert Berwick
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Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers
Rémi Cardon
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Natalia Grabar
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Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction
Joël Legrand
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Yannick Toussaint
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Chedy Raïssi
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Adrien Coulet
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RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation
Hiroki Shimanaka
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Tomoyuki Kajiwara
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Mamoru Komachi
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Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation
Peinan Zhang
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Mamoru Komachi
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http://nlp.stanford.edu/projects/glove/
Field Of Study
Linguistic Trends
Formal Semantics
Task
Language Understanding
Textual Entailment
Semantic Similarity
Sentiment Analysis
Machine Translation
ASR
Approach
Semi-supervised Learning
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