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

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

28 February 2015
Kai Sheng Tai
R. Socher
Christopher D. Manning
    AIMat
ArXivPDFHTML

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

50 / 200 papers shown
Title
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
Yue Meng
Chuchu Fan
38
0
0
01 May 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs
Bringing Structure to Naturalness: On the Naturalness of ASTs
Profir-Petru Pârţachi
Mahito Sugiyama
25
0
0
11 Apr 2025
GIN-Graph: A Generative Interpretation Network for Model-Level Explanation of Graph Neural Networks
Xiao Yue
Guangzhi Qu
Lige Gan
GAN
FAtt
AI4CE
63
0
0
08 Mar 2025
Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach
Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach
Yajie Zhang
Ce Yu
Chao Sun
Jizeng Wei
Junhan Ju
Shanjiang Tang
51
0
0
16 Feb 2025
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
Amir Hosein Fadaei
M. Dehaqani
40
0
0
11 Feb 2025
Understanding the Functional Roles of Modelling Components in Spiking Neural Networks
Understanding the Functional Roles of Modelling Components in Spiking Neural Networks
Huifeng Yin
Hanle Zheng
Jiayi Mao
Siyuan Ding
Xing Liu
M. Xu
Yifan Hu
Jing Pei
Lei Deng
42
1
0
28 Jan 2025
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation
Xinyao Liao
Wei Wei
Dangyang Chen
Yuanyuan Fu
48
0
0
10 Jan 2025
Sneaking Syntax into Transformer Language Models with Tree Regularization
Sneaking Syntax into Transformer Language Models with Tree Regularization
Ananjan Nandi
Christopher D. Manning
Shikhar Murty
69
0
0
28 Nov 2024
Banyan: Improved Representation Learning with Explicit Structure
Banyan: Improved Representation Learning with Explicit Structure
Mattia Opper
N. Siddharth
31
1
0
25 Jul 2024
Compositional Models for Estimating Causal Effects
Compositional Models for Estimating Causal Effects
Purva Pruthi
David D. Jensen
CML
65
0
0
25 Jun 2024
Learning Time Slot Preferences via Mobility Tree for Next POI
  Recommendation
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation
Tianhao Huang
Xuan Pan
Xiangrui Cai
Ying Zhang
Xiaojie Yuan
21
4
0
17 Mar 2024
3VL: Using Trees to Improve Vision-Language Models' Interpretability
3VL: Using Trees to Improve Vision-Language Models' Interpretability
Nir Yellinek
Leonid Karlinsky
Raja Giryes
CoGe
VLM
49
4
0
28 Dec 2023
A Comprehensive Survey of Document-level Relation Extraction (2016-2023)
A Comprehensive Survey of Document-level Relation Extraction (2016-2023)
Lea Demelius
Hanh Thi Hong Tran
Roman Kern
Georgeta Bordea
Andreas Trügler
Antoine Doucet
24
3
0
28 Sep 2023
Interpreting Sentiment Composition with Latent Semantic Tree
Interpreting Sentiment Composition with Latent Semantic Tree
Zhongtao Jiang
Yuanzhe Zhang
Cao Liu
Jiansong Chen
Jun Zhao
Kang Liu
CoGe
18
0
0
31 Aug 2023
Beyond Semantics: Learning a Behavior Augmented Relevance Model with
  Self-supervised Learning
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning
Ze-jie Chen
Wei-Neng Chen
Jia Xu
Zhongyi Liu
Wei Zhang
RALM
21
4
0
10 Aug 2023
Neural Machine Translation for Code Generation
Neural Machine Translation for Code Generation
K. Dharma
Clayton T. Morrison
30
4
0
22 May 2023
A Security Verification Framework of Cryptographic Protocols Using
  Machine Learning
A Security Verification Framework of Cryptographic Protocols Using Machine Learning
Kentaro Ohno
Misato Nakabayashi
14
2
0
26 Apr 2023
Recursive Neural Networks with Bottlenecks Diagnose
  (Non-)Compositionality
Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality
Verna Dankers
Ivan Titov
14
2
0
31 Jan 2023
Open Problems in Applied Deep Learning
Open Problems in Applied Deep Learning
M. Raissi
AI4CE
24
2
0
26 Jan 2023
Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity
  Detection by Incorporating Domain Knowledge
Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity Detection by Incorporating Domain Knowledge
Shouguo Yang
Chaopeng Dong
Yang Xiao
Yiran Cheng
Zhiqiang Shi
Zhi Li
Limin Sun
9
30
0
02 Jan 2023
Annealing Double-Head: An Architecture for Online Calibration of Deep
  Neural Networks
Annealing Double-Head: An Architecture for Online Calibration of Deep Neural Networks
Erdong Guo
D. Draper
Maria de Iorio
25
0
0
27 Dec 2022
Paraphrase Identification with Deep Learning: A Review of Datasets and
  Methods
Paraphrase Identification with Deep Learning: A Review of Datasets and Methods
Chao Zhou
Cheng Qiu
Daniel Ernesto Acuna
24
25
0
13 Dec 2022
DexBERT: Effective, Task-Agnostic and Fine-grained Representation
  Learning of Android Bytecode
DexBERT: Effective, Task-Agnostic and Fine-grained Representation Learning of Android Bytecode
Tiezhu Sun
Kevin Allix
Kisub Kim
Xin Zhou
Dongsun Kim
David Lo
Tegawende F. Bissyande
Jacques Klein
10
11
0
12 Dec 2022
Neural Controller Synthesis for Signal Temporal Logic Specifications
  Using Encoder-Decoder Structured Networks
Neural Controller Synthesis for Signal Temporal Logic Specifications Using Encoder-Decoder Structured Networks
Wataru Hashimoto
Kazumune Hashimoto
M. Kishida
S. Takai
19
1
0
10 Dec 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
15
131
0
26 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
22
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
8
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
25
82
0
13 Oct 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase
  Semantics
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics
Zihao W. Wang
Jiaheng Dou
Yong Zhang
OT
24
4
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
25
10
0
04 Oct 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
35
1
0
15 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
29
29
0
12 Sep 2022
CSSAM:Code Search via Attention Matching of Code Semantics and
  Structures
CSSAM:Code Search via Attention Matching of Code Semantics and Structures
Y. Hu
Bowen Cai
Yaoxiang Yu
13
3
0
08 Aug 2022
Transition-based Semantic Role Labeling with Pointer Networks
Transition-based Semantic Role Labeling with Pointer Networks
Daniel Fernández-González
13
5
0
20 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
11
1
0
07 May 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
G. Reinert
AI4TS
19
2
0
28 Mar 2022
A Survey on Aspect-Based Sentiment Classification
A Survey on Aspect-Based Sentiment Classification
Gianni Brauwers
Flavius Frasincar
LLMAG
24
109
0
27 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
8
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
27
28
0
06 Mar 2022
Neural Program Repair: Systems, Challenges and Solutions
Neural Program Repair: Systems, Challenges and Solutions
Wenkang Zhong
Chuanyi Li
Jidong Ge
B. Luo
21
13
0
22 Feb 2022
Predicting sensitive information leakage in IoT applications using
  flows-aware machine learning approach
Predicting sensitive information leakage in IoT applications using flows-aware machine learning approach
H. Naeem
Manar H. Alalfi
23
1
0
07 Jan 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling
Jakob Prange
Nathan Schneider
Lingpeng Kong
17
9
0
15 Dec 2021
Learning Context-Aware Representations of Subtrees
Learning Context-Aware Representations of Subtrees
Cedric Cook
19
2
0
08 Nov 2021
Interpreting Deep Learning Models in Natural Language Processing: A
  Review
Interpreting Deep Learning Models in Natural Language Processing: A Review
Xiaofei Sun
Diyi Yang
Xiaoya Li
Tianwei Zhang
Yuxian Meng
Han Qiu
Guoyin Wang
Eduard H. Hovy
Jiwei Li
17
44
0
20 Oct 2021
Classification of hierarchical text using geometric deep learning: the
  case of clinical trials corpus
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus
Sohrab Ferdowsi
Nikolay Borissov
J. Knafou
P. Amini
Douglas Teodoro
16
7
0
04 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete
  Stochasticity in Machine Learning
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning
Iris A. M. Huijben
W. Kool
Max B. Paulus
Ruud J. G. van Sloun
24
92
0
04 Oct 2021
SAM: A Self-adaptive Attention Module for Context-Aware Recommendation
  System
SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System
Jiabin Liu
Zheng Wei
Zhengpin Li
Xiaojun Mao
Jian Wang
Zhongyu Wei
Qi Zhang
10
2
0
01 Oct 2021
Sequence-to-Sequence Learning with Latent Neural Grammars
Sequence-to-Sequence Learning with Latent Neural Grammars
Yoon Kim
25
40
0
02 Sep 2021
Tree-Constrained Graph Neural Networks For Argument Mining
Tree-Constrained Graph Neural Networks For Argument Mining
Federico Ruggeri
Marco Lippi
Paolo Torroni
21
3
0
02 Sep 2021
A Survey on Automated Fact-Checking
A Survey on Automated Fact-Checking
Zhijiang Guo
M. Schlichtkrull
Andreas Vlachos
25
454
0
26 Aug 2021
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