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

28 February 2015

Kai Sheng Tai

R. Socher

Christopher D. Manning

AIMat

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

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Tree-structured Attention with Hierarchical Accumulation Xuan-Phi Nguyen Shafiq Joty Guosheng Lin R. Socher 58 76 0 19 Feb 2020
An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies Jeena Kleenankandy Abdul Nazeer K A 54 19 0 18 Feb 2020
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A Framework for End-to-End Learning on Semantic Tree-Structured Data William Woof Ke Chen 40 3 0 13 Feb 2020
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Teaching Machines to Converse Jiwei Li 93 4 0 31 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 72 7 0 20 Jan 2020
User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Nicolas Lair Clément Delgrange David Mugisha Jean-Michel Dussoux Pierre-Yves Oudeyer Peter Ford Dominey 69 4 0 16 Jan 2020
Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders Yang Li J. Amelot Xin Zhou Samy Bengio Si Si 3DV 38 14 0 14 Jan 2020
Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 67 254 0 12 Jan 2020
Authorship Attribution in Bangla literature using Character-level CNN Aisha Khatun Anisur Rahman Md. Saiful Islam Marium-E-Jannat 36 15 0 11 Jan 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica Alessio Micheli Marco Podda AI4CE GNN 135 281 0 29 Dec 2019
Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization A. Singh Manish Gupta Vasudeva Varma 36 9 0 25 Dec 2019
TextNAS: A Neural Architecture Search Space tailored for Text Representation Yujing Wang Yaming Yang Yiren Chen Jing Bai Ce Zhang Guinan Su Xiaoyu Kou Yunhai Tong Mao Yang Lidong Zhou 87 57 0 23 Dec 2019
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack Wei Ping Hengzhi Pei Boyuan Pan Han Liu Shuohang Wang Yangqiu Song AAML 69 6 0 22 Dec 2019
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks Minh Nguyen G. Ngo Nancy F. Chen 62 19 0 20 Dec 2019
Estimating Early Fundraising Performance of Innovations via Graph-based Market Environment Model Likang Wu Zhi Li Hongke Zhao Zhen Pan Qi Liu Enhong Chen 62 19 0 14 Dec 2019
Improving Interpretability of Word Embeddings by Generating Definition and Usage Haitong Zhang Yongping Du Jiaxin Sun Qingxia Li 31 15 0 12 Dec 2019
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation Jie Zhao Xiang Deng Huan Sun 50 3 0 05 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 142 332 0 04 Dec 2019
Deep Learning for Symbolic Mathematics Guillaume Lample François Charton 3DGS 172 414 0 02 Dec 2019
GANCoder: An Automatic Natural Language-to-Programming Language Translation Approach based on GAN Yabing Zhu Yanfeng Zhang Huili Yang Fang Wang GAN 34 8 0 02 Dec 2019
Multi-Scale Self-Attention for Text Classification Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng Zhang ViT 77 64 0 02 Dec 2019
Sentiment Analysis of German Twitter Wladimir Sidorenko 21 8 0 29 Nov 2019
Survey of Attacks and Defenses on Edge-Deployed Neural Networks Mihailo Isakov V. Gadepally K. Gettings Michel A. Kinsy AAML 51 31 0 27 Nov 2019
Thick-Net: Parallel Network Structure for Sequential Modeling Yu-Xuan Li Jin-Yuan Liu Liang Li Xiang Guan 36 0 0 19 Nov 2019
Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling Mayank Agarwal Ibrahim Abdelaziz Cristina Cornelio Veronika Thost Lingfei Wu Kenneth D. Forbus Achille Fokoue NAI AI4CE GNN 174 36 0 15 Nov 2019
PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction Yichun Yin Chenguang Wang Ming Zhang 60 19 0 09 Nov 2019
Graph-to-Graph Transformer for Transition-based Dependency Parsing Alireza Mohammadshahi James Henderson AI4CE 48 26 0 08 Nov 2019
Neural Graph Embedding Methods for Natural Language Processing Shikhar Vashishth GNN 66 9 0 08 Nov 2019
Certified Data Removal from Machine Learning Models Chuan Guo Tom Goldstein Awni Y. Hannun Laurens van der Maaten MU 173 452 0 08 Nov 2019
Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks Yinan Zhang Raphael Tang Jimmy J. Lin 28 5 0 07 Nov 2019
Compositional Generalization with Tree Stack Memory Units Forough Arabshahi Zhichu Lu Pranay Mundra Sameer Singh Anima Anandkumar 71 10 0 05 Nov 2019
Tustin neural networks: a class of recurrent nets for adaptive MPC of mechanical systems Simone Pozzoli Marco Gallieri R. Scattolini 40 8 0 04 Nov 2019
A Spark ML driven preprocessing approach for deep learning based scholarly data applications Samiya Khan Xiufeng Liu Mansaf Alam 26 0 0 04 Nov 2019
Ordered Memory Songlin Yang Shawn Tan Seyedarian Hosseini Zhouhan Lin Alessandro Sordoni Aaron Courville 74 23 0 29 Oct 2019
Decoupling Hierarchical Recurrent Neural Networks With Locally Computable Losses Asier Mujika Felix Weissenberger Angelika Steger 49 0 0 11 Oct 2019
Neural Language Priors Joseph Enguehard Dan Busbridge V. Zhelezniak Nils Y. Hammerla 40 3 0 04 Oct 2019
Fine-grained Sentiment Classification using BERT Manish Munikar Sushil Shakya Aakash Shrestha SSeg 62 204 0 04 Oct 2019
Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation Bo-Hsiang Tseng Paweł Budzianowski Yen-Chen Wu Milica Gasic 53 4 0 02 Oct 2019
I Know You'll Be Back: Interpretable New User Clustering and Churn Prediction on a Mobile Social Application Carl Yang Xiaolin Shi Luo Jie Jiawei Han HAI 78 83 0 29 Sep 2019
D2D-LSTM based Prediction of the D2D Diffusion Path in Mobile Social Networks Hao Xu DiffM 33 0 0 28 Sep 2019
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification Jianming Zheng Fei Cai Honghui Chen Maarten de Rijke 61 22 0 26 Sep 2019
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN 49 39 0 21 Sep 2019
Ludwig: a type-based declarative deep learning toolbox Piero Molino Yaroslav Dudin Sai Sumanth Miryala VLM 73 64 0 17 Sep 2019
Tree Transformer: Integrating Tree Structures into Self-Attention Yau-Shian Wang Hung-yi Lee Yun-Nung Chen 83 147 0 14 Sep 2019
Retrofitting Contextualized Word Embeddings with Paraphrases Weijia Shi Muhao Chen Pei Zhou Kai-Wei Chang 48 28 0 12 Sep 2019
Dependency-Aware Named Entity Recognition with Relative and Global Attentions Gustavo Aguilar Thamar Solorio 81 10 0 11 Sep 2019
A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization Alireza Ghods D. Cook 35 1 0 10 Sep 2019
Jointly embedding the local and global relations of heterogeneous graph for rumor detection Chunyuan Yuan Qianwen Ma Wei Zhou Jizhong Han Songlin Hu 222 142 0 10 Sep 2019