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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
Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text
  Classification
Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification
Fenxiao Chen
Bin Wang
C.-C. Jay Kuo
GNN
36
2
0
04 Sep 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion
Improving the Expressiveness of Deep Learning Frameworks with Recursion
Eunji Jeong
Joo Seong Jeong
Soojeong Kim
Gyeong-In Yu
Byung-Gon Chun
55
18
0
04 Sep 2018
Towards Dynamic Computation Graphs via Sparse Latent Structure
Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae
André F. T. Martins
Claire Cardie
60
22
0
03 Sep 2018
Hierarchical CVAE for Fine-Grained Hate Speech Classification
Hierarchical CVAE for Fine-Grained Hate Speech Classification
Jing Qian
Mai Elsherief
E. Belding-Royer
William Yang Wang
77
47
0
31 Aug 2018
Multi-Source Syntactic Neural Machine Translation
Multi-Source Syntactic Neural Machine Translation
Anna Currey
Kenneth Heafield
65
23
0
30 Aug 2018
Neural Compositional Denotational Semantics for Question Answering
Neural Compositional Denotational Semantics for Question Answering
Nitish Gupta
M. Lewis
BDLKELMCoGe
85
23
0
29 Aug 2018
On Tree-Based Neural Sentence Modeling
On Tree-Based Neural Sentence Modeling
Freda Shi
Hao Zhou
Jiaze Chen
Lei Li
AI4CE
80
42
0
29 Aug 2018
Mapping Natural Language Commands to Web Elements
Mapping Natural Language Commands to Web Elements
Panupong Pasupat
Tianrui Jiang
Emmy Liu
Kelvin Guu
Percy Liang
73
43
0
28 Aug 2018
N-ary Relation Extraction using Graph State LSTM
N-ary Relation Extraction using Graph State LSTM
Linfeng Song
Yue Zhang
Zhiguo Wang
D. Gildea
94
165
0
28 Aug 2018
Natural Language Generation with Neural Variational Models
Natural Language Generation with Neural Variational Models
Hareesh Bahuleyan
DRL
47
6
0
27 Aug 2018
From Random to Supervised: A Novel Dropout Mechanism Integrated with
  Global Information
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
Hengru Xu
Shen Li
Renfen Hu
Si Li
Sheng Gao
63
6
0
24 Aug 2018
Revisiting the Importance of Encoding Logic Rules in Sentiment
  Classification
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
Kalpesh Krishna
Preethi Jyothi
Mohit Iyyer
41
10
0
23 Aug 2018
Exploiting Rich Syntactic Information for Semantic Parsing with
  Graph-to-Sequence Model
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Kun Xu
Lingfei Wu
Zhiguo Wang
Mo Yu
Liwei Chen
V. Sheinin
GNN
70
77
0
23 Aug 2018
TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial
  Networks
TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks
Xinyue Liu
Xiangnan Kong
Lei Liu
Kuorong Chiang
GAN
39
22
0
22 Aug 2018
Sarcasm Analysis using Conversation Context
Sarcasm Analysis using Conversation Context
Debanjan Ghosh
Alexander R. Fabbri
Smaranda Muresan
72
85
0
22 Aug 2018
An Attention-Gated Convolutional Neural Network for Sentence
  Classification
An Attention-Gated Convolutional Neural Network for Sentence Classification
Yang Liu
Lixin Ji
Ruiyang Huang
Tuosiyu Ming
Chao Gao
Jianpeng Zhang
49
39
0
22 Aug 2018
Hierarchical Neural Network for Extracting Knowledgeable Snippets and
  Documents
Hierarchical Neural Network for Extracting Knowledgeable Snippets and Documents
Ganbin Zhou
Rongyu Cao
Xiang Ao
Ping Luo
Fen Lin
Leyu Lin
Qing He
48
0
0
22 Aug 2018
Lexicosyntactic Inference in Neural Models
Lexicosyntactic Inference in Neural Models
Aaron Steven White
Rachel Rudinger
Kyle Rawlins
Benjamin Van Durme
57
37
0
19 Aug 2018
Learning to Compose over Tree Structures via POS Tags
Learning to Compose over Tree Structures via POS Tags
Gehui Shen
Zhihong Deng
Ting Huang
Xi Chen
70
15
0
18 Aug 2018
Top-Down Tree Structured Text Generation
Top-Down Tree Structured Text Generation
Qipeng Guo
Xipeng Qiu
Xiangyang Xue
Zheng Zhang
21
0
0
14 Aug 2018
Two Local Models for Neural Constituent Parsing
Two Local Models for Neural Constituent Parsing
Zhiyang Teng
Yue Zhang
62
25
0
14 Aug 2018
code2seq: Generating Sequences from Structured Representations of Code
code2seq: Generating Sequences from Structured Representations of Code
Uri Alon
Shaked Brody
Omer Levy
Eran Yahav
129
700
0
04 Aug 2018
A Survey of the Usages of Deep Learning in Natural Language Processing
A Survey of the Usages of Deep Learning in Natural Language Processing
Dan Otter
Julian R. Medina
Jugal Kalita
VLM
84
11
0
27 Jul 2018
Identifying Protein-Protein Interaction using Tree LSTM and Structured
  Attention
Identifying Protein-Protein Interaction using Tree LSTM and Structured Attention
Mahtab Ahmed
Jumayel Islam
Muhammad Rifayat Samee
Robert E. Mercer
38
34
0
27 Jul 2018
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a
  Structured Variational Autoencoder
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder
Caio Corro
Ivan Titov
BDL
58
56
0
25 Jul 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings
Shao-Yen Tseng
Brian R. Baucom
P. Georgiou
SSL
64
9
0
18 Jul 2018
Clinical Text Classification with Rule-based Features and
  Knowledge-guided Convolutional Neural Networks
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks
Liang Yao
Chengsheng Mao
Yuan Luo
70
153
0
17 Jul 2018
Concept-Based Embeddings for Natural Language Processing
Concept-Based Embeddings for Natural Language Processing
Yukun Ma
Min Zhang
61
2
0
15 Jul 2018
Low-Resource Text Classification using Domain-Adversarial Learning
Low-Resource Text Classification using Domain-Adversarial Learning
Daniel Grießhaber
Ngoc Thang Vu
J. Maucher
VLM
68
23
0
13 Jul 2018
A Multi-sentiment-resource Enhanced Attention Network for Sentiment
  Classification
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification
Zeyang Lei
Yujiu Yang
Min Yang
Yi Liu
73
52
0
13 Jul 2018
Program Language Translation Using a Grammar-Driven Tree-to-Tree Model
Program Language Translation Using a Grammar-Driven Tree-to-Tree Model
M. Drissi
Olivia Watkins
Aditya Khant
Vivaswat Ojha
Pedro Sandoval Segura
Rakia Segev
Eric Weiner
Robert Keller
31
17
0
04 Jul 2018
COTA: Improving the Speed and Accuracy of Customer Support through
  Ranking and Deep Networks
COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks
Piero Molino
H. Zheng
Yi-Chia Wang
44
24
0
03 Jul 2018
Modeling Language Variation and Universals: A Survey on Typological
  Linguistics for Natural Language Processing
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
Edoardo Ponti
Helen O'Horan
Yevgeni Berzak
Ivan Vulić
Roi Reichart
Thierry Poibeau
Ekaterina Shutova
Anna Korhonen
113
141
0
02 Jul 2018
Enhancing Sentence Embedding with Generalized Pooling
Enhancing Sentence Embedding with Generalized Pooling
Qian Chen
Zhenhua Ling
Xiao-Dan Zhu
90
68
0
26 Jun 2018
Injecting Relational Structural Representation in Neural Networks for
  Question Similarity
Injecting Relational Structural Representation in Neural Networks for Question Similarity
Antonio Uva
Daniele Bonadiman
Alessandro Moschitti
NAI
54
10
0
20 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering
The Natural Language Decathlon: Multitask Learning as Question Answering
Bryan McCann
N. Keskar
Caiming Xiong
R. Socher
AIMatMLLMBDL
161
647
0
20 Jun 2018
GLoMo: Unsupervisedly Learned Relational Graphs as Transferable
  Representations
GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations
Zhilin Yang
Jiaqi Zhao
Bhuwan Dhingra
Kaiming He
William W. Cohen
Ruslan Salakhutdinov
Yann LeCun
82
36
0
14 Jun 2018
A Co-Matching Model for Multi-choice Reading Comprehension
A Co-Matching Model for Multi-choice Reading Comprehension
Shuohang Wang
Mo Yu
Shiyu Chang
Jing Jiang
67
92
0
11 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search
Path-Level Network Transformation for Efficient Architecture Search
Han Cai
Jiacheng Yang
Weinan Zhang
Song Han
Yong Yu
76
211
0
07 Jun 2018
Relational inductive biases, deep learning, and graph networks
Relational inductive biases, deep learning, and graph networks
Peter W. Battaglia
Jessica B. Hamrick
V. Bapst
Alvaro Sanchez-Gonzalez
V. Zambaldi
...
Pushmeet Kohli
M. Botvinick
Oriol Vinyals
Yujia Li
Razvan Pascanu
AI4CENAI
888
3,131
0
04 Jun 2018
Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing
  and Chart Parsing
Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing
Jean Maillard
S. Clark
56
18
0
03 Jun 2018
A Novel Framework for Recurrent Neural Networks with Enhancing
  Information Processing and Transmission between Units
A Novel Framework for Recurrent Neural Networks with Enhancing Information Processing and Transmission between Units
Xi Chen
Zhihong Deng
Gehui Shen
Ting Huang
17
1
0
02 Jun 2018
GamePad: A Learning Environment for Theorem Proving
GamePad: A Learning Environment for Theorem Proving
Daniel Huang
Prafulla Dhariwal
Basel Alomair
Ilya Sutskever
103
111
0
02 Jun 2018
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity
Li Zhang
Steven R. Wilson
Rada Mihalcea
16
1
0
31 May 2018
Baseline Needs More Love: On Simple Word-Embedding-Based Models and
  Associated Pooling Mechanisms
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
Dinghan Shen
Guoyin Wang
Wenlin Wang
Martin Renqiang Min
Qinliang Su
Yizhe Zhang
Chunyuan Li
Ricardo Henao
Lawrence Carin
73
330
0
24 May 2018
Learning to Optimize Tensor Programs
Learning to Optimize Tensor Programs
Tianqi Chen
Lianmin Zheng
Eddie Q. Yan
Ziheng Jiang
T. Moreau
Luis Ceze
Carlos Guestrin
Arvind Krishnamurthy
141
407
0
21 May 2018
Improving Aspect Term Extraction with Bidirectional Dependency Tree
  Representation
Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation
Huaishao Luo
Tianrui Li
Bing-Quan Liu
Bin Wang
H. Unger
64
79
0
21 May 2018
Sentence Modeling via Multiple Word Embeddings and Multi-level
  Comparison for Semantic Textual Similarity
Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity
H. Tien
Nguyen Minh Le
Yamasaki Tomohiro
Izuha Tatsuya
39
68
0
21 May 2018
Generating High-Quality Surface Realizations Using Data Augmentation and
  Factored Sequence Models
Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models
H. Elder
Chris Hokamp
34
19
0
20 May 2018
Multi-view Sentence Representation Learning
Multi-view Sentence Representation Learning
Shuai Tang
V. D. Sa
SSL
59
3
0
18 May 2018
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