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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
pLSTM: parallelizable Linear Source Transition Mark networks
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Richard Freinschlag
Thomas Schmied
Wei Lin
Sepp Hochreiter
32
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13 Jun 2025
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
Yue Meng
Chuchu Fan
103
0
0
01 May 2025
Transformers for Complex Query Answering over Knowledge Hypergraphs
Transformers for Complex Query Answering over Knowledge Hypergraphs
Hong Ting Tsang
Zhaoxiang Wang
Yangqiu Song
94
2
0
23 Apr 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs
Bringing Structure to Naturalness: On the Naturalness of ASTs
Profir-Petru Pârţachi
Mahito Sugiyama
90
1
0
11 Apr 2025
From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP
From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP
Fabio Yáñez-Romero
Andrés Montoyo
Armando Suárez
Yoan Gutiérrez
Ruslan Mitkov
102
0
0
02 Apr 2025
GIN-Graph: A Generative Interpretation Network for Model-Level Explanation of Graph Neural Networks
Xiao Yue
Guangzhi Qu
Lige Gan
GANFAttAI4CE
108
0
0
08 Mar 2025
Towards Human Cognition: Visual Context Guides Syntactic Priming in Fusion-Encoded Models
Towards Human Cognition: Visual Context Guides Syntactic Priming in Fusion-Encoded Models
Bushi Xiao
Michael Bennie
Jayetri Bardhan
Daisy Zhe Wang
113
0
0
24 Feb 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
90
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
91
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
166
1
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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
Xiaoye Qu
Dangyang Chen
Yuanyuan Fu
141
0
0
10 Jan 2025
CyberSentinel: Efficient Anomaly Detection in Programmable Switch using
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CyberSentinel: Efficient Anomaly Detection in Programmable Switch using Knowledge Distillation
Sankalp Mittal
94
0
0
21 Dec 2024
Compositional Generalization Across Distributional Shifts with Sparse
  Tree Operations
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
Paul Soulos
Henry Conklin
Mattia Opper
P. Smolensky
Jianfeng Gao
Roland Fernandez
138
5
0
18 Dec 2024
Sneaking Syntax into Transformer Language Models with Tree Regularization
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Ananjan Nandi
Christopher D. Manning
Shikhar Murty
150
1
0
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Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for
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Wei Ai
Jianbin Li
Ze Wang
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Tao Meng
Yuntao Shou
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140
3
0
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AlphaIntegrator: Transformer Action Search for Symbolic Integration
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AlphaIntegrator: Transformer Action Search for Symbolic Integration Proofs
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91
0
0
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Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation
  Extraction in Long Sentences
Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences
Xin Wang
Xinyi Bai
63
0
0
15 Sep 2024
LeMON: Learning to Learn Multi-Operator Networks
LeMON: Learning to Learn Multi-Operator Networks
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Zecheng Zhang
Hayden Schaeffer
99
7
0
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Towards Boosting LLMs-driven Relevance Modeling with Progressive
  Retrieved Behavior-augmented Prompting
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting
Zeyuan Chen
Haiyan Wu
Kaixin Wu
Wei Chen
Mingjie Zhong
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Zhongyi Liu
Wei Zhang
78
1
0
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Banyan: Improved Representation Learning with Explicit Structure
Banyan: Improved Representation Learning with Explicit Structure
Mattia Opper
N. Siddharth
223
1
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25 Jul 2024
Sharif-STR at SemEval-2024 Task 1: Transformer as a Regression Model for
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Sharif-STR at SemEval-2024 Task 1: Transformer as a Regression Model for Fine-Grained Scoring of Textual Semantic Relations
Seyedeh Fatemeh Ebrahimi
Karim Akhavan Azari
Amirmasoud Iravani
Hadi Alizadeh
Zeinab Taghavi
Hossein Sameti
60
4
0
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DeepCodeProbe: Towards Understanding What Models Trained on Code Learn
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Vahid Majdinasab
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70
1
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Retrieval-style In-Context Learning for Few-shot Hierarchical Text
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Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification
Huiyao Chen
Yu Zhao
Zulong Chen
Mengjia Wang
Liangyue Li
Meishan Zhang
Hao Fei
BDL
98
11
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Compositional Models for Estimating Causal Effects
Compositional Models for Estimating Causal Effects
Purva Pruthi
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228
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0
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A Novel Technique for Query Plan Representation Based on Graph Neural
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A Novel Technique for Query Plan Representation Based on Graph Neural Nets
Baoming Chang
Amin Kamali
Verena Kantere
54
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0
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Symbolic Integration Algorithm Selection with Machine Learning: LSTMs vs
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Symbolic Integration Algorithm Selection with Machine Learning: LSTMs vs Tree LSTMs
Rashid Barket
Matthew England
Jurgen Gerhard
53
3
0
23 Apr 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific
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Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph
Xiaochen Kev Gao
Feng Yao
Kewen Zhao
Beilei He
Animesh Kumar
Vish Krishnan
Jingbo Shang
59
0
0
22 Apr 2024
Towards a Foundation Model for Partial Differential Equations: Multi-Operator Learning and Extrapolation
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Jingmin Sun
Yuxuan Liu
Zecheng Zhang
Hayden Schaeffer
AI4CE
158
20
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A Survey on Deep Learning for Theorem Proving
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Logan Murphy
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Xujie Si
LRM
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Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial
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Kar Yan Tam
AIFinAI4TS
79
6
0
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Pipelined Biomedical Event Extraction Rivaling Joint Learning
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Pengchao Wu
Xuefeng Li
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Longhua Qian
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35
1
0
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Learning Time Slot Preferences via Mobility Tree for Next POI
  Recommendation
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Tianhao Huang
Xuan Pan
Xiangrui Cai
Ying Zhang
Xiaojie Yuan
45
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0
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MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection
MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection
Yupeng Li
Haorui He
Jin Bai
Dacheng Wen
64
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Repetition Improves Language Model Embeddings
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Suhas Kotha
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95
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GraphViz2Vec: A Structure-aware Feature Generation Model to Improve
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GraphViz2Vec: A Structure-aware Feature Generation Model to Improve Classification in GNNs
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43
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Beyond Fidelity: Explaining Vulnerability Localization of Learning-based
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298
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Deep Learning-based Sentiment Classification: A Comparative Survey
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147
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PROSE: Predicting Operators and Symbolic Expressions using Multimodal
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