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Improved Semantic Representations From Tree-Structured Long Short-Term
  Memory Networks
v1v2v3 (latest)

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

28 February 2015
Kai Sheng Tai
R. Socher
Christopher D. Manning
    AIMat
ArXiv (abs)PDFHTML

Papers citing "Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks"

50 / 886 papers shown
Title
Deep Learning for Sentiment Analysis : A Survey
Deep Learning for Sentiment Analysis : A Survey
Lei Zhang
Shuai Wang
Bing-Quan Liu
VLM
101
1,638
0
24 Jan 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action
  Recognition
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
Sijie Yan
Yuanjun Xiong
Dahua Lin
GNN
267
4,215
0
23 Jan 2018
Dense Recurrent Neural Networks for Scene Labeling
Dense Recurrent Neural Networks for Scene Labeling
Heng Fan
Haibin Ling
76
13
0
21 Jan 2018
Query2Vec: An Evaluation of NLP Techniques for Generalized Workload
  Analytics
Query2Vec: An Evaluation of NLP Techniques for Generalized Workload Analytics
Shrainik Jain
Bill Howe
Jiaqi Yan
Thierry Cruanes
31
21
0
17 Jan 2018
Beyond Word Importance: Contextual Decomposition to Extract Interactions
  from LSTMs
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs
W. James Murdoch
Peter J. Liu
Bin Yu
93
210
0
16 Jan 2018
Combining Symbolic Expressions and Black-box Function Evaluations in
  Neural Programs
Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs
Forough Arabshahi
Sameer Singh
Anima Anandkumar
NAI
21
5
0
12 Jan 2018
SEE: Syntax-aware Entity Embedding for Neural Relation Extraction
SEE: Syntax-aware Entity Embedding for Neural Relation Extraction
Zhengqiu He
Wenliang Chen
Zhenghua Li
Meishan Zhang
Wei Zhang
Min Zhang
NAI
84
65
0
11 Jan 2018
Actionable Email Intent Modeling with Reparametrized RNNs
Actionable Email Intent Modeling with Reparametrized RNNs
Chu-cheng Lin
Dongyeop Kang
Michael Gamon
Madian Khabsa
Ahmed Hassan Awadallah
Patrick Pantel
44
16
0
26 Dec 2017
A Flexible Approach to Automated RNN Architecture Generation
A Flexible Approach to Automated RNN Architecture Generation
Martin Schrimpf
Stephen Merity
James Bradbury
R. Socher
59
16
0
20 Dec 2017
Learning to Attend via Word-Aspect Associative Fusion for Aspect-based
  Sentiment Analysis
Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis
Yi Tay
Anh Tuan Luu
S. Hui
73
191
0
14 Dec 2017
Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks
Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks
Huatian Zhang
Shizhen Xu
Graham Neubig
Wei-Ming Dai
Qirong Ho
Guangwen Yang
Eric Xing
GNN
40
3
0
11 Dec 2017
Topological Recurrent Neural Network for Diffusion Prediction
Topological Recurrent Neural Network for Diffusion Prediction
Jia Wang
V. Zheng
Zemin Liu
Kevin Chen-Chuan Chang
DiffMGNN
81
174
0
28 Nov 2017
Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data
Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data
D. Bacciu
BDL
30
7
0
21 Nov 2017
Residual Gated Graph ConvNets
Residual Gated Graph ConvNets
Xavier Bresson
T. Laurent
GNN
127
488
0
20 Nov 2017
Incorporating Syntactic Uncertainty in Neural Machine Translation with
  Forest-to-Sequence Model
Incorporating Syntactic Uncertainty in Neural Machine Translation with Forest-to-Sequence Model
Poorya Zaremoodi
Gholamreza Haffari
62
16
0
19 Nov 2017
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with
  Millions of Machine Translations
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
John Wieting
Kevin Gimpel
LRM
83
147
0
15 Nov 2017
A Sequential Neural Encoder with Latent Structured Description for
  Modeling Sentences
A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences
Yu-Ping Ruan
Qian Chen
Zhenhua Ling
36
11
0
15 Nov 2017
Towards Automated ICD Coding Using Deep Learning
Towards Automated ICD Coding Using Deep Learning
Haoran Shi
P. Xie
Zhiting Hu
Ming Zhang
Eric Xing
62
142
0
11 Nov 2017
The Lifted Matrix-Space Model for Semantic Composition
The Lifted Matrix-Space Model for Semantic Composition
Woojin Chung
Sheng-Fu Wang
Samuel R. Bowman
60
6
0
09 Nov 2017
Fine-tuning Tree-LSTM for phrase-level sentiment classification on a
  Polish dependency treebank. Submission to PolEval task 2
Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. Submission to PolEval task 2
Tomasz Korbak
Paulina Zak
22
3
0
03 Nov 2017
One Model to Rule them all: Multitask and Multilingual Modelling for
  Lexical Analysis
One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis
Johannes Bjerva
44
6
0
03 Nov 2017
Neural Language Modeling by Jointly Learning Syntax and Lexicon
Neural Language Modeling by Jointly Learning Syntax and Lexicon
Songlin Yang
Zhouhan Lin
Chin-Wei Huang
Aaron Courville
79
178
0
02 Nov 2017
Multi-Task Label Embedding for Text Classification
Multi-Task Label Embedding for Text Classification
Honglun Zhang
Liqiang Xiao
Wenqing Chen
Yongkun Wang
Yaohui Jin
VLM
66
95
0
17 Oct 2017
Clickbait Detection in Tweets Using Self-attentive Network
Clickbait Detection in Tweets Using Self-attentive Network
Yiwei Zhou
70
53
0
15 Oct 2017
Learning Phrase Embeddings from Paraphrases with GRUs
Learning Phrase Embeddings from Paraphrases with GRUs
Zhihao Zhou
Lifu Huang
Heng Ji
NAI
48
9
0
13 Oct 2017
Using Context Events in Neural Network Models for Event Temporal Status
  Identification
Using Context Events in Neural Network Models for Event Temporal Status Identification
Zeyu Dai
Wenlin Yao
Ruihong Huang
52
3
0
12 Oct 2017
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent
  Encoder with Latent Topic Clustering
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering
Seunghyun Yoon
Joongbo Shin
Kyomin Jung
BDL
104
34
0
10 Oct 2017
Premise Selection for Theorem Proving by Deep Graph Embedding
Premise Selection for Theorem Proving by Deep Graph Embedding
Mingzhe Wang
Yihe Tang
Jian Wang
Jia Deng
102
133
0
28 Sep 2017
Sentiment Classification with Word Attention based on Weakly Supervised
  Learning with a Convolutional Neural Network
Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network
Gichang Lee
Jaeyun Jeong
Seungwan Seo
Czangyeob Kim
Pilsung Kang
24
49
0
28 Sep 2017
Tensor Product Generation Networks for Deep NLP Modeling
Tensor Product Generation Networks for Deep NLP Modeling
Qiuyuan Huang
P. Smolensky
Xiaodong He
Li Deng
D. Wu
87
3
0
26 Sep 2017
Self-Attentive Residual Decoder for Neural Machine Translation
Self-Attentive Residual Decoder for Neural Machine Translation
Lesly Miculicich
Nikolaos Pappas
Dhananjay Ram
Andrei Popescu-Belis
54
20
0
14 Sep 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language
  Understanding
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
Tao Shen
Dinesh Manocha
Guodong Long
Jing Jiang
Shirui Pan
Chengqi Zhang
137
757
0
14 Sep 2017
Assessing State-of-the-Art Sentiment Models on State-of-the-Art
  Sentiment Datasets
Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets
Jeremy Barnes
Roman Klinger
Sabine Schulte im Walde
58
72
0
13 Sep 2017
Leveraging Discourse Information Effectively for Authorship Attribution
Leveraging Discourse Information Effectively for Authorship Attribution
Su Wang
Elisa Ferracane
Raymond J. Mooney
35
22
0
07 Sep 2017
Do latent tree learning models identify meaningful structure in
  sentences?
Do latent tree learning models identify meaningful structure in sentences?
Adina Williams
Andrew Drozdov
Samuel R. Bowman
76
22
0
04 Sep 2017
Interactive Attention Networks for Aspect-Level Sentiment Classification
Interactive Attention Networks for Aspect-Level Sentiment Classification
Dehong Ma
Sujian Li
Xiaodong Zhang
Houfeng Wang
110
997
0
04 Sep 2017
mAnI: Movie Amalgamation using Neural Imitation
mAnI: Movie Amalgamation using Neural Imitation
Naveen Panwar
Shreya Khare
Neelamadhav Gantayat
Rahul Aralikatte
Senthil Mani
A. Sankaran
DiffMVGen
35
0
0
16 Aug 2017
Situation Recognition with Graph Neural Networks
Situation Recognition with Graph Neural Networks
Ruiyu Li
Makarand Tapaswi
Renjie Liao
Jiaya Jia
R. Urtasun
Sanja Fidler
GNN
72
132
0
14 Aug 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Nanyun Peng
Hoifung Poon
Chris Quirk
Kristina Toutanova
Wen-tau Yih
96
513
0
12 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing
Recent Trends in Deep Learning Based Natural Language Processing
Tom Young
Devamanyu Hazarika
Soujanya Poria
Min Zhang
117
2,847
0
09 Aug 2017
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection
Yuan. Yuan
Xiaodan Liang
Xinyu Wang
Dit-Yan Yeung
Abhinav Gupta
96
93
0
02 Aug 2017
Question Dependent Recurrent Entity Network for Question Answering
Question Dependent Recurrent Entity Network for Question Answering
Andrea Madotto
Giuseppe Attardi
KELM
65
7
0
25 Jul 2017
Composing Distributed Representations of Relational Patterns
Composing Distributed Representations of Relational Patterns
Sho Takase
Naoaki Okazaki
Kentaro Inui
CoGe
80
11
0
23 Jul 2017
Tensor Fusion Network for Multimodal Sentiment Analysis
Tensor Fusion Network for Multimodal Sentiment Analysis
Amir Zadeh
Minghai Chen
Soujanya Poria
Min Zhang
Louis-Philippe Morency
92
1,239
0
23 Jul 2017
Improved Neural Machine Translation with a Syntax-Aware Encoder and
  Decoder
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder
Huadong Chen
Shujian Huang
David Chiang
Jiajun Chen
82
148
0
18 Jul 2017
Detecting Off-topic Responses to Visual Prompts
Detecting Off-topic Responses to Visual Prompts
Marek Rei
11
4
0
17 Jul 2017
Towards Bidirectional Hierarchical Representations for Attention-Based
  Neural Machine Translation
Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation
Baosong Yang
Derek F. Wong
Tong Xiao
Lidia S. Chao
Jingbo Zhu
77
33
0
17 Jul 2017
Refining Raw Sentence Representations for Textual Entailment Recognition
  via Attention
Refining Raw Sentence Representations for Textual Entailment Recognition via Attention
Jorge A. Balazs
Edison Marrese-Taylor
Pablo Loyola
Y. Matsuo
3DV
104
17
0
11 Jul 2017
Learning to Compose Task-Specific Tree Structures
Learning to Compose Task-Specific Tree Structures
Jihun Choi
Kang Min Yoo
Sang-goo Lee
96
189
0
10 Jul 2017
Efficient Vector Representation for Documents through Corruption
Efficient Vector Representation for Documents through Corruption
Minmin Chen
98
118
0
08 Jul 2017
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