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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
Self-supervised Regularization for Text Classification
Self-supervised Regularization for Text Classification
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Zechen Li
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16
0
09 Mar 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees
Jiangang Bai
Yujing Wang
Yiren Chen
Yaming Yang
Jing Bai
Jiahao Yu
Yunhai Tong
88
104
0
07 Mar 2021
ReadNet: A Hierarchical Transformer Framework for Web Article
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ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis
Changping Meng
Muhao Chen
Jie Mao
Bruno Ribeiro
60
26
0
06 Mar 2021
Leveraging Recursive Processing for Neural-Symbolic Affect-Target
  Associations
Leveraging Recursive Processing for Neural-Symbolic Affect-Target Associations
A. Sutherland
S. Magg
S. Wermter
57
2
0
05 Mar 2021
A Novel Deep Learning Method for Textual Sentiment Analysis
A Novel Deep Learning Method for Textual Sentiment Analysis
H. Sadr
Mozhdeh Nazari Solimandarabi
M. Pedram
M. Teshnehlab
24
2
0
23 Feb 2021
Certified Robustness to Programmable Transformations in LSTMs
Certified Robustness to Programmable Transformations in LSTMs
Yuhao Zhang
Aws Albarghouthi
Loris Dántoni
AAML
79
22
0
15 Feb 2021
Comparative Code Structure Analysis using Deep Learning for Performance
  Prediction
Comparative Code Structure Analysis using Deep Learning for Performance Prediction
N. Pinnow
Tarek Ramadan
Tanzima Z. Islam
Chase Phelps
Jayaraman J. Thiagarajan
HAI
26
12
0
12 Feb 2021
CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval
CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval
Hai Xuan Pham
Ricardo Guerrero
Jiatong Li
Vladimir Pavlovic
43
20
0
04 Feb 2021
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations
  with Subwords
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords
Prashanth Gurunath Shivakumar
P. Georgiou
Shrikanth Narayanan
24
1
0
03 Feb 2021
Enhancing the Transformer Decoder with Transition-based Syntax
Enhancing the Transformer Decoder with Transition-based Syntax
Leshem Choshen
Omri Abend
92
1
0
29 Jan 2021
Embedding Symbolic Temporal Knowledge into Deep Sequential Models
Embedding Symbolic Temporal Knowledge into Deep Sequential Models
Yaqi Xie
Fan Zhou
Harold Soh
AI4CE
58
19
0
28 Jan 2021
Enquire One's Parent and Child Before Decision: Fully Exploit
  Hierarchical Structure for Self-Supervised Taxonomy Expansion
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion
Suyuchen Wang
Ruihui Zhao
Xi Chen
Yefeng Zheng
Bang Liu
74
30
0
27 Jan 2021
Evaluation of BERT and ALBERT Sentence Embedding Performance on
  Downstream NLP Tasks
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks
Hyunjin Choi
Judong Kim
Seongho Joe
Youngjune Gwon
SSeg
92
104
0
26 Jan 2021
A Review of Graph Neural Networks and Their Applications in Power
  Systems
A Review of Graph Neural Networks and Their Applications in Power Systems
Wenlong Liao
B. Bak‐Jensen
J. Pillai
Yuelong Wang
Yusen Wang
GNNAI4CE
122
227
0
25 Jan 2021
Adversarial Text-to-Image Synthesis: A Review
Adversarial Text-to-Image Synthesis: A Review
Stanislav Frolov
Tobias Hinz
Federico Raue
Jörn Hees
Andreas Dengel
EGVM
84
178
0
25 Jan 2021
A Study of Continuous Vector Representationsfor Theorem Proving
A Study of Continuous Vector Representationsfor Theorem Proving
Stanislaw J. Purgal
Julian Parsert
C. Kaliszyk
NAI
51
5
0
22 Jan 2021
Directed Acyclic Graph Neural Networks
Directed Acyclic Graph Neural Networks
Veronika Thost
Jie Chen
GNNAI4CE
116
109
0
20 Jan 2021
Understanding in Artificial Intelligence
Understanding in Artificial Intelligence
S. Maetschke
D. M. Iraola
Pieter Barnard
Elaheh Shafieibavani
Peter Zhong
Ying Xu
Antonio Jimeno Yepes
ELMVLM
46
0
0
17 Jan 2021
Automating Program Structure Classification
Automating Program Structure Classification
Will Crichton
G. G. Sampaio
Pat Hanrahan
23
3
0
15 Jan 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data
Multi-label Ranking: Mining Multi-label and Label Ranking Data
L. Dery
57
7
0
03 Jan 2021
Attentive Tree-structured Network for Monotonicity Reasoning
Attentive Tree-structured Network for Monotonicity Reasoning
Zeming Chen
LRM
33
1
0
03 Jan 2021
Substructure Substitution: Structured Data Augmentation for NLP
Substructure Substitution: Structured Data Augmentation for NLP
Freda Shi
Karen Livescu
Kevin Gimpel
250
44
0
02 Jan 2021
End-to-end Semantic Role Labeling with Neural Transition-based Model
End-to-end Semantic Role Labeling with Neural Transition-based Model
Hao Fei
Meishan Zhang
Bobo Li
Donghong Ji
OffRL
59
37
0
02 Jan 2021
Multiple Structural Priors Guided Self Attention Network for Language
  Understanding
Multiple Structural Priors Guided Self Attention Network for Language Understanding
Le Qi
Yu Zhang
Qingyu Yin
Ting Liu
25
1
0
29 Dec 2020
Advanced Machine Learning Techniques for Fake News (Online
  Disinformation) Detection: A Systematic Mapping Study
Advanced Machine Learning Techniques for Fake News (Online Disinformation) Detection: A Systematic Mapping Study
M. Choraś
K. Demestichas
Agata Giełczyk
Álvaro Herrero
Pawel Ksieniewicz
K. Remoundou
Daniel Urda
M. Woźniak
62
97
0
28 Dec 2020
Adaptive Convolution for Semantic Role Labeling
Adaptive Convolution for Semantic Role Labeling
Kashif Munir
Hai Zhao
Z. Li
34
12
0
27 Dec 2020
Memory-Gated Recurrent Networks
Memory-Gated Recurrent Networks
Yaquan Zhang
Qi Wu
Nanbo Peng
Min Dai
Jing Zhang
Hu Wang
BDLAI4TS
47
7
0
24 Dec 2020
Neural Methods for Effective, Efficient, and Exposure-Aware Information
  Retrieval
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval
Bhaskar Mitra
83
6
0
21 Dec 2020
Leveraging Event Specific and Chunk Span features to Extract COVID
  Events from tweets
Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets
Ayush Kaushal
Tejas Vaidhya
50
4
0
18 Dec 2020
Unsupervised Learning of Discourse Structures using a Tree Autoencoder
Unsupervised Learning of Discourse Structures using a Tree Autoencoder
Patrick Huber
Giuseppe Carenini
58
4
0
17 Dec 2020
A Lightweight Neural Model for Biomedical Entity Linking
A Lightweight Neural Model for Biomedical Entity Linking
Lihu Chen
Gaël Varoquaux
Fabian M. Suchanek
MedIm
64
32
0
16 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends
Graph Neural Networks: Taxonomy, Advances and Trends
Yu Zhou
Haixia Zheng
Xin Huang
Shufeng Hao
Dengao Li
Jumin Zhao
AI4TS
170
127
0
16 Dec 2020
"Let's Eat Grandma": Does Punctuation Matter in Sentence Representation?
"Let's Eat Grandma": Does Punctuation Matter in Sentence Representation?
Mansooreh Karami
Ahmadreza Mosallanezhad
M. Mancenido
Huan Liu
52
2
0
10 Dec 2020
On the Binding Problem in Artificial Neural Networks
On the Binding Problem in Artificial Neural Networks
Klaus Greff
Sjoerd van Steenkiste
Jürgen Schmidhuber
OCL
316
267
0
09 Dec 2020
Improving Relation Extraction by Leveraging Knowledge Graph Link
  Prediction
Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction
George Stoica
Emmanouil Antonios Platanios
Barnabas Poczos
ReLM
49
3
0
09 Dec 2020
Early Detection of Fake News by Utilizing the Credibility of News,
  Publishers, and Users Based on Weakly Supervised Learning
Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning
Chunyuan Yuan
Qianwen Ma
Wei Zhou
Jizhong Han
Songlin Hu
GNN
235
69
0
08 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs
Learning to Represent Programs with Heterogeneous Graphs
Kechi Zhang
Wenhan Wang
Huangzhao Zhang
Ge Li
Zhi Jin
GNN
61
65
0
08 Dec 2020
Recursive Tree Grammar Autoencoders
Recursive Tree Grammar Autoencoders
Benjamin Paassen
I. Koprinska
K. Yacef
52
8
0
03 Dec 2020
Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in
  Shared Representation Learning
Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation Learning
Ricardo Guerrero
Hai Xuan Pham
Vladimir Pavlovic
64
24
0
02 Dec 2020
Supertagging the Long Tail with Tree-Structured Decoding of Complex
  Categories
Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories
Jakob Prange
Nathan Schneider
Vivek Srikumar
88
23
0
02 Dec 2020
Auto Graph Encoder-Decoder for Neural Network Pruning
Auto Graph Encoder-Decoder for Neural Network Pruning
Sixing Yu
Arya Mazaheri
Ali Jannesari
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81
40
0
25 Nov 2020
GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of
  Graph Neural Networks
GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks
Zhihua Jin
Yong Wang
Qianwen Wang
Yao Ming
Tengfei Ma
Huamin Qu
HAI
80
34
0
22 Nov 2020
Deep Data Flow Analysis
Deep Data Flow Analysis
Chris Cummins
Hugh Leather
Zacharias V. Fisches
Tal Ben-Nun
Torsten Hoefler
Michael F. P. O'Boyle
56
4
0
21 Nov 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with
  Multiple Sources
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources
Sicheng Zhao
Yang Xiao
Jiang Guo
Xiangyu Yue
Jufeng Yang
Ravi Krishna
Pengfei Xu
Kurt Keutzer
85
17
0
17 Nov 2020
Learning Discrete Energy-based Models via Auxiliary-variable Local
  Exploration
Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration
H. Dai
Rishabh Singh
Bo Dai
Charles Sutton
Dale Schuurmans
93
30
0
10 Nov 2020
Language Through a Prism: A Spectral Approach for Multiscale Language
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Language Through a Prism: A Spectral Approach for Multiscale Language Representations
Alex Tamkin
Dan Jurafsky
Noah D. Goodman
86
46
0
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Bangla Text Classification using Transformers
Bangla Text Classification using Transformers
Tanvirul Alam
A. Khan
Firoj Alam
76
37
0
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From Sentiment Annotations to Sentiment Prediction through Discourse
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From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation
Patrick Huber
Giuseppe Carenini
62
9
0
05 Nov 2020
Cortex: A Compiler for Recursive Deep Learning Models
Cortex: A Compiler for Recursive Deep Learning Models
Pratik Fegade
Tianqi Chen
Phillip B. Gibbons
T. Mowry
VLM
62
28
0
02 Nov 2020
Learning from Non-Binary Constituency Trees via Tensor Decomposition
Learning from Non-Binary Constituency Trees via Tensor Decomposition
Daniele Castellana
D. Bacciu
42
4
0
02 Nov 2020
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