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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
DeepLogic: Towards End-to-End Differentiable Logical Reasoning
DeepLogic: Towards End-to-End Differentiable Logical Reasoning
Nuri Cingillioglu
A. Russo
NAILRM
64
18
0
18 May 2018
Aspect Based Sentiment Analysis with Gated Convolutional Networks
Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue
Tao Li
90
543
0
18 May 2018
#phramacovigilance - Exploring Deep Learning Techniques for Identifying
  Mentions of Medication Intake from Twitter
#phramacovigilance - Exploring Deep Learning Techniques for Identifying Mentions of Medication Intake from Twitter
Debanjan Mahata
Jasper Friedrichs
Hitkul
R. Shah
43
17
0
16 May 2018
Backpropagating through Structured Argmax using a SPIGOT
Backpropagating through Structured Argmax using a SPIGOT
Hao Peng
Sam Thomson
Noah A. Smith
88
42
0
12 May 2018
Sentiment Composition of Words with Opposing Polarities
Sentiment Composition of Words with Opposing Polarities
S. Kiritchenko
Saif M. Mohammad
CoGe
47
33
0
11 May 2018
Decoding Decoders: Finding Optimal Representation Spaces for
  Unsupervised Similarity Tasks
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks
V. Zhelezniak
Dan Busbridge
April Shen
Samuel L. Smith
Nils Y. Hammerla
SSL
50
4
0
09 May 2018
Sentence-State LSTM for Text Representation
Sentence-State LSTM for Text Representation
Yue Zhang
Qi Liu
Linfeng Song
75
209
0
07 May 2018
A Graph-to-Sequence Model for AMR-to-Text Generation
A Graph-to-Sequence Model for AMR-to-Text Generation
Linfeng Song
Yue Zhang
Zhiguo Wang
D. Gildea
GNNAIMat
107
254
0
07 May 2018
Chinese NER Using Lattice LSTM
Chinese NER Using Lattice LSTM
Yue Zhang
Jie Yang
118
681
0
05 May 2018
Various Approaches to Aspect-based Sentiment Analysis
Various Approaches to Aspect-based Sentiment Analysis
Amlaan Bhoi
Sandeep Joshi
31
18
0
05 May 2018
Stack-Pointer Networks for Dependency Parsing
Stack-Pointer Networks for Dependency Parsing
Xuezhe Ma
Zecong Hu
J. Liu
Nanyun Peng
Graham Neubig
Eduard H. Hovy
GNN
86
167
0
03 May 2018
Subword Regularization: Improving Neural Network Translation Models with
  Multiple Subword Candidates
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates
Taku Kudo
378
1,173
0
29 Apr 2018
Same Representation, Different Attentions: Shareable Sentence
  Representation Learning from Multiple Tasks
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks
Renjie Zheng
Junkun Chen
Xipeng Qiu
80
30
0
22 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations
Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela
Changhan Wang
Kyunghyun Cho
AI4TS
92
108
0
21 Apr 2018
Direct Network Transfer: Transfer Learning of Sentence Embeddings for
  Semantic Similarity
Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity
Li Zhang
Steven R. Wilson
Rada Mihalcea
FedML
40
1
0
20 Apr 2018
Learning Semantic Textual Similarity from Conversations
Learning Semantic Textual Similarity from Conversations
Yinfei Yang
Steve Yuan
Daniel Cer
Sheng-yi Kong
Noah Constant
Petr Pilar
Heming Ge
Yun-hsuan Sung
B. Strope
R. Kurzweil
69
163
0
20 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase
  Networks
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
Mohit Iyyer
John Wieting
Kevin Gimpel
Luke Zettlemoyer
AAMLGAN
371
722
0
17 Apr 2018
ListOps: A Diagnostic Dataset for Latent Tree Learning
ListOps: A Diagnostic Dataset for Latent Tree Learning
Nikita Nangia
Samuel R. Bowman
89
138
0
17 Apr 2018
Neural Models for Reasoning over Multiple Mentions using Coreference
Neural Models for Reasoning over Multiple Mentions using Coreference
Bhuwan Dhingra
Qiao Jin
Zhilin Yang
William W. Cohen
Ruslan Salakhutdinov
GNNLRM
85
105
0
16 Apr 2018
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation
  Classification
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification
Sean MacAvaney
Luca Soldaini
Arman Cohan
Nazli Goharian
23
5
0
15 Apr 2018
Neural models of factuality
Neural models of factuality
Rachel Rudinger
Aaron Steven White
Benjamin Van Durme
62
86
0
06 Apr 2018
Bi-Directional Block Self-Attention for Fast and Memory-Efficient
  Sequence Modeling
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling
Tao Shen
Dinesh Manocha
Guodong Long
Jing Jiang
Chengqi Zhang
HAI
96
148
0
03 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural
  Networks
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks
Kun Xu
Lingfei Wu
Zhiguo Wang
Yansong Feng
Michael Witbrock
V. Sheinin
GNN
85
173
0
03 Apr 2018
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer
Joseph Suárez
Justin Johnson
Fei-Fei Li
LRM
68
33
0
30 Mar 2018
Identifying Semantic Divergences in Parallel Text without Annotations
Identifying Semantic Divergences in Parallel Text without Annotations
Yogarshi Vyas
Xing Niu
Marine Carpuat
80
36
0
29 Mar 2018
Investigating Capsule Networks with Dynamic Routing for Text
  Classification
Investigating Capsule Networks with Dynamic Routing for Text Classification
Wei Zhao
Jianbo Ye
Min Yang
Zeyang Lei
Suofei Zhang
Zhou Zhao
111
367
0
29 Mar 2018
Demystifying Differentiable Programming: Shift/Reset the Penultimate
  Backpropagator
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator
Fei Wang
Daniel Zheng
James M. Decker
Xilun Wu
Grégory M. Essertel
Tiark Rompf
ODL
50
89
0
27 Mar 2018
MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for
  Aspect-level Sentiment Classification
MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification
Jeremy Barnes
Patrik Lambert
Toni Badia
54
50
0
22 Mar 2018
Graph Partition Neural Networks for Semi-Supervised Classification
Graph Partition Neural Networks for Semi-Supervised Classification
Renjie Liao
Marc Brockschmidt
Daniel Tarlow
Alexander L. Gaunt
R. Urtasun
R. Zemel
GNN
61
76
0
16 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations
SentEval: An Evaluation Toolkit for Universal Sentence Representations
Alexis Conneau
Douwe Kiela
109
642
0
14 Mar 2018
Neural Lattice Language Models
Neural Lattice Language Models
Jacob Buckman
Graham Neubig
63
30
0
13 Mar 2018
RippleNet: Propagating User Preferences on the Knowledge Graph for
  Recommender Systems
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems
Hongwei Wang
Fuzheng Zhang
Jialin Wang
Miao Zhao
Wenjie Li
Xing Xie
Minyi Guo
124
1,056
0
09 Mar 2018
An efficient framework for learning sentence representations
An efficient framework for learning sentence representations
Lajanugen Logeswaran
Honglak Lee
97
544
0
07 Mar 2018
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual
  Sentence Representations
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations
Andreas Rucklé
Steffen Eger
Maxime Peyrard
Iryna Gurevych
202
99
0
04 Mar 2018
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse
  Relation Classification
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification
Yizhong Wang
Sujian Li
Jingfeng Yang
Xu Sun
Houfeng Wang
48
17
0
03 Mar 2018
Meta Multi-Task Learning for Sequence Modeling
Meta Multi-Task Learning for Sequence Modeling
Junkun Chen
Xipeng Qiu
Pengfei Liu
Xuanjing Huang
66
92
0
25 Feb 2018
Can Neural Networks Understand Logical Entailment?
Can Neural Networks Understand Logical Entailment?
Richard Evans
D. Saxton
David Amos
Pushmeet Kohli
Edward Grefenstette
NAI
196
128
0
23 Feb 2018
On the scaling of polynomial features for representation matching
On the scaling of polynomial features for representation matching
Siddhartha Brahma
34
0
0
20 Feb 2018
Attentive Tensor Product Learning
Attentive Tensor Product Learning
Qiuyuan Huang
Li Deng
D. Wu
Chang Liu
Xiaodong He
82
23
0
20 Feb 2018
Event Nugget Detection with Forward-Backward Recurrent Neural Networks
Event Nugget Detection with Forward-Backward Recurrent Neural Networks
Reza Ghaeini
Xiaoli Z. Fern
Liang Huang
Prasad Tadepalli
87
61
0
15 Feb 2018
From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in
  the Style of Alpha(Go) Zero
From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in the Style of Alpha(Go) Zero
Fei Wang
Tiark Rompf
NAI
40
6
0
14 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs
Graph2Seq: Scalable Learning Dynamics for Graphs
S. Venkatakrishnan
Mohammad Alizadeh
Pramod Viswanath
GNN
61
12
0
14 Feb 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation
Junction Tree Variational Autoencoder for Molecular Graph Generation
Wengong Jin
Regina Barzilay
Tommi Jaakkola
409
1,377
0
12 Feb 2018
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
Tianqi Chen
T. Moreau
Ziheng Jiang
Lianmin Zheng
Eddie Q. Yan
...
Leyuan Wang
Yuwei Hu
Luis Ceze
Carlos Guestrin
Arvind Krishnamurthy
229
374
0
12 Feb 2018
Tree-to-tree Neural Networks for Program Translation
Tree-to-tree Neural Networks for Program Translation
Xinyun Chen
Chang-rui Liu
Basel Alomair
107
279
0
11 Feb 2018
Left-Center-Right Separated Neural Network for Aspect-based Sentiment
  Analysis with Rotatory Attention
Left-Center-Right Separated Neural Network for Aspect-based Sentiment Analysis with Rotatory Attention
Shiliang Zheng
Rui Xia
72
55
0
03 Feb 2018
Densely Connected Bidirectional LSTM with Applications to Sentence
  Classification
Densely Connected Bidirectional LSTM with Applications to Sentence Classification
Zixiang Ding
Rui Xia
Jianfei Yu
Xiang Li
Jian Yang
AI4CE
80
61
0
03 Feb 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention
  for Sequence Modeling
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling
Tao Shen
Dinesh Manocha
Guodong Long
Jing Jiang
Sen Wang
Chengqi Zhang
AI4TS
142
144
0
31 Jan 2018
Combining Convolution and Recursive Neural Networks for Sentiment
  Analysis
Combining Convolution and Recursive Neural Networks for Sentiment Analysis
Vinh D. Van
Thien Thai
Minh-Quoc Nghiem
44
22
0
27 Jan 2018
DKN: Deep Knowledge-Aware Network for News Recommendation
DKN: Deep Knowledge-Aware Network for News Recommendation
Hongwei Wang
Fuzheng Zhang
Xing Xie
Minyi Guo
112
1,054
0
25 Jan 2018
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