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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
Characterizing Intrinsic Compositionality in Transformers with Tree
  Projections
Characterizing Intrinsic Compositionality in Transformers with Tree Projections
Shikhar Murty
Pratyusha Sharma
Jacob Andreas
Christopher D. Manning
94
40
0
02 Nov 2022
Imitation Learning-based Implicit Semantic-aware Communication Networks:
  Multi-layer Representation and Collaborative Reasoning
Imitation Learning-based Implicit Semantic-aware Communication Networks: Multi-layer Representation and Collaborative Reasoning
Yong Xiao
Zijian Sun
Guangming Shi
Dusit Niyato
125
36
0
28 Oct 2022
Learning on Large-scale Text-attributed Graphs via Variational Inference
Learning on Large-scale Text-attributed Graphs via Variational Inference
Jianan Zhao
Meng Qu
Chaozhuo Li
Hao Yan
Qian Liu
Rui Li
Xing Xie
Jian Tang
VLM
132
142
0
26 Oct 2022
Transformers over Directed Acyclic Graphs
Transformers over Directed Acyclic Graphs
Yu Luo
Veronika Thost
Lei Shi
GNNAI4CE
146
20
0
24 Oct 2022
An Empirical Revisiting of Linguistic Knowledge Fusion in Language
  Understanding Tasks
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks
Changlong Yu
Tianyi Xiao
Lingpeng Kong
Yangqiu Song
Wilfred Ng
48
3
0
24 Oct 2022
Multi-Agent Path Finding via Tree LSTM
Multi-Agent Path Finding via Tree LSTM
Yuhao Jiang
Kunjie Zhang
Qimai Li
Jiaxin Chen
Xiaolong Zhu
AI4CE
58
2
0
24 Oct 2022
On the Explainability of Natural Language Processing Deep Models
On the Explainability of Natural Language Processing Deep Models
Julia El Zini
M. Awad
65
88
0
13 Oct 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase
  Semantics
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics
Zihao Wang
Jiaheng Dou
Yong Zhang
OT
69
5
0
05 Oct 2022
Learning to Collocate Visual-Linguistic Neural Modules for Image
  Captioning
Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning
Xu Yang
Hanwang Zhang
Chongyang Gao
Jianfei Cai
MLLM
83
10
0
04 Oct 2022
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
Guixiang Ma
Vy A. Vo
Ted Willke
Nesreen Ahmed
74
1
0
22 Sep 2022
Optimal Scaling for Locally Balanced Proposals in Discrete Spaces
Optimal Scaling for Locally Balanced Proposals in Discrete Spaces
Haoran Sun
H. Dai
Dale Schuurmans
95
13
0
16 Sep 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction
  from Pre-trained Language Models
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models
Taeuk Kim
132
1
0
15 Sep 2022
Graph Neural Networks for Molecules
Graph Neural Networks for Molecules
Yuyang Wang
Zijie Li
A. Farimani
GNNAI4CE
154
28
0
12 Sep 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective
Knowledge Base Question Answering: A Semantic Parsing Perspective
Yu Gu
Vardaan Pahuja
Gong Cheng
Yu-Chuan Su
120
29
0
12 Sep 2022
Black-box Attacks Against Neural Binary Function Detection
Black-box Attacks Against Neural Binary Function Detection
Josh Bundt
Michael Davinroy
Ioannis Agadakos
Alina Oprea
William K. Robertson
AAML
51
1
0
24 Aug 2022
Learning Program Representations with a Tree-Structured Transformer
Learning Program Representations with a Tree-Structured Transformer
Wenhan Wang
Kechi Zhang
Ge Li
Shangqing Liu
Anran Li
Zhi Jin
Yang Liu
71
5
0
18 Aug 2022
A Review of the Convergence of 5G/6G Architecture and Deep Learning
A Review of the Convergence of 5G/6G Architecture and Deep Learning
O. Odeyomi
Olubiyi O. Akintade
T. Olowu
G. Záruba
AILaw3DVAI4TS
47
1
0
16 Aug 2022
BenchPress: A Deep Active Benchmark Generator
BenchPress: A Deep Active Benchmark Generator
Foivos Tsimpourlas
Pavlos Petoumenos
Min Xu
Chris Cummins
K. Hazelwood
A. Rajan
Hugh Leather
51
3
0
13 Aug 2022
CSSAM:Code Search via Attention Matching of Code Semantics and
  Structures
CSSAM:Code Search via Attention Matching of Code Semantics and Structures
Yitao Hu
Bowen Cai
Yaoxiang Yu
48
4
0
08 Aug 2022
Testing Relational Understanding in Text-Guided Image Generation
Testing Relational Understanding in Text-Guided Image Generation
C. Conwell
T. Ullman
EGVM
225
66
0
29 Jul 2022
Text Classification in Memristor-based Spiking Neural Networks
Text Classification in Memristor-based Spiking Neural Networks
Jinqi Huang
A. Serb
S. Stathopoulos
T. Prodromakis
55
15
0
27 Jul 2022
Tree Structure-Aware Few-Shot Image Classification via Hierarchical
  Aggregation
Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation
Hao Fei
Siteng Huang
Wenbin Li
Donglin Wang
VLM
74
34
0
14 Jul 2022
Forming Trees with Treeformers
Forming Trees with Treeformers
Nilay Patel
Jeffrey Flanigan
AI4CE
87
3
0
14 Jul 2022
Fine-Grained Modeling and Optimization for Intelligent Resource
  Management in Big Data Processing
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing
Chenghao Lyu
Qi Fan
Fei Song
Arnab Sinha
Y. Diao
...
Li Ma
Yihui Feng
Yaliang Li
Kai Zeng
Jingren Zhou
52
10
0
05 Jul 2022
Linguistically inspired roadmap for building biologically reliable
  protein language models
Linguistically inspired roadmap for building biologically reliable protein language models
Mai Ha Vu
Rahmad Akbar
Philippe A. Robert
B. Swiatczak
Victor Greiff
G. K. Sandve
Dag Trygve Tryslew Haug
101
36
0
03 Jul 2022
Evaluating the Impact of Source Code Parsers on ML4SE Models
Evaluating the Impact of Source Code Parsers on ML4SE Models
I. Utkin
Egor Spirin
Egor Bogomolov
T. Bryksin
ELM
57
7
0
17 Jun 2022
Training Discrete Deep Generative Models via Gapped Straight-Through
  Estimator
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator
Ting-Han Fan
Ta-Chung Chi
Alexander I. Rudnicky
Peter J. Ramadge
BDL
65
7
0
15 Jun 2022
TransVG++: End-to-End Visual Grounding with Language Conditioned Vision
  Transformer
TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer
Jiajun Deng
Zhengyuan Yang
Daqing Liu
Tianlang Chen
Wen-gang Zhou
Yanyong Zhang
Houqiang Li
Wanli Ouyang
ViT
110
57
0
14 Jun 2022
Assessing Project-Level Fine-Tuning of ML4SE Models
Assessing Project-Level Fine-Tuning of ML4SE Models
Egor Bogomolov
Sergey Zhuravlev
Egor Spirin
T. Bryksin
44
7
0
07 Jun 2022
HierarchyNet: Learning to Summarize Source Code with Heterogeneous
  Representations
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations
Minh Huynh Nguyen
Nghi D. Q. Bui
Truong-Son Hy
Long Tran-Thanh
Tien N. Nguyen
69
6
0
31 May 2022
Transition-based Semantic Role Labeling with Pointer Networks
Transition-based Semantic Role Labeling with Pointer Networks
Daniel Fernández-González
54
6
0
20 May 2022
Modeling Semantic Composition with Syntactic Hypergraph for Video
  Question Answering
Modeling Semantic Composition with Syntactic Hypergraph for Video Question Answering
Zenan Xu
Wanjun Zhong
Qinliang Su
Zijing Ou
Fuwei Zhang
65
3
0
13 May 2022
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of
  Acute Kidney Injury
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury
Chengsheng Mao
Liang Yao
Yuan Luo
63
1
0
07 May 2022
A Survey of Deep Learning Models for Structural Code Understanding
A Survey of Deep Learning Models for Structural Code Understanding
Ruoting Wu
Yuxin Zhang
Qibiao Peng
Liang Chen
Zibin Zheng
83
7
0
03 May 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs
Zhiwei Hu
Víctor Gutiérrez-Basulto
Zhiliang Xiang
Xiaoli Li
Ru Li
Jeff Z. Pan
LRM
83
31
0
02 May 2022
MeSHup: A Corpus for Full Text Biomedical Document Indexing
MeSHup: A Corpus for Full Text Biomedical Document Indexing
Xindi Wang
Robert E. Mercer
Frank Rudzicz
AI4CE
57
2
0
28 Apr 2022
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools
  for Sentiment Analysis as Semantic Dependency Parsing
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing
I. Alonso-Alonso
David Vilares
Carlos Gómez-Rodríguez
105
1
0
27 Apr 2022
GTNet: A Tree-Based Deep Graph Learning Architecture
GTNet: A Tree-Based Deep Graph Learning Architecture
Nan Wu
Chaofan Wang
32
5
0
27 Apr 2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction
Modeling Multi-Granularity Hierarchical Features for Relation Extraction
Xinnian Liang
Shuangzhi Wu
Mu Li
Zhoujun Li
54
11
0
09 Apr 2022
A Weakly Supervised Propagation Model for Rumor Verification and Stance
  Detection with Multiple Instance Learning
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning
Ruichao Yang
Jing Ma
Hongzhan Lin
Wei Gao
73
32
0
06 Apr 2022
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network
  Time Series
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series
J. Clarkson
Mihai Cucuringu
Andrew Elliott
Gesine Reinert
AI4TS
23
2
0
28 Mar 2022
A Survey on Aspect-Based Sentiment Classification
A Survey on Aspect-Based Sentiment Classification
Gianni Brauwers
Flavius Frasincar
LLMAG
102
120
0
27 Mar 2022
Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis
Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis
Yequan Wang
Xuying Meng
Yiyi Liu
Aixin Sun
Yao Wang
Yinhe Zheng
Minlie Huang
42
2
0
23 Mar 2022
Learning Program Semantics with Code Representations: An Empirical Study
Learning Program Semantics with Code Representations: An Empirical Study
J. Siow
Shangqing Liu
Xiaofei Xie
Guozhu Meng
Yang Liu
66
43
0
22 Mar 2022
Towards Unifying the Label Space for Aspect- and Sentence-based
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Yiming Zhang
Min Zhang
Sai Wu
Jiaqi Zhao
49
16
0
14 Mar 2022
Integrating Dependency Tree Into Self-attention for Sentence
  Representation
Integrating Dependency Tree Into Self-attention for Sentence Representation
Junhua Ma
Jiajun Li
Yuxuan Liu
Shangbo Zhou
Xue Li
28
2
0
11 Mar 2022
Divide and Conquer: Text Semantic Matching with Disentangled Keywords
  and Intents
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents
Yicheng Zou
Hongwei Liu
Tao Gui
Junzhe Wang
Qi Zhang
M. Tang
Haixiang Li
Dan Wang
DRL
103
31
0
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Automatic Facial Paralysis Estimation with Facial Action Units
Automatic Facial Paralysis Estimation with Facial Action Units
Xuri Ge
J. Jose
Pengcheng Wang
Arunachalam Iyer
Xiao-Chang Liu
Hu Han
CVBM
121
6
0
03 Mar 2022
Transformer Grammars: Augmenting Transformer Language Models with
  Syntactic Inductive Biases at Scale
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale
Laurent Sartran
Samuel Barrett
A. Kuncoro
Milovs Stanojević
Phil Blunsom
Chris Dyer
98
50
0
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Points-of-Interest Relationship Inference with Spatial-enriched Graph
  Neural Networks
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks
Yile Chen
Xiucheng Li
Gao Cong
Cheng Long
Z. Bao
Shang Liu
Wanli Gu
Fuzheng Zhang
44
12
0
28 Feb 2022
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