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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Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts Elad Kravi B. Kimelfeld Y. Kanza Roi Reichart 6 2 0 05 Feb 2020
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Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 13 244 0 12 Jan 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 37 276 0 29 Dec 2019
Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling M. Crouse Ibrahim Abdelaziz Cristina Cornelio Veronika Thost Lingfei Wu Kenneth D. Forbus Achille Fokoue NAI AI4CE GNN 93 36 0 15 Nov 2019
Certified Data Removal from Machine Learning Models Chuan Guo Tom Goldstein Awni Y. Hannun L. V. D. van der Maaten MU 26 413 0 08 Nov 2019
Jointly embedding the local and global relations of heterogeneous graph for rumor detection Chunyuan Yuan Qianwen Ma Wei Zhou Jizhong Han Songlin Hu 166 141 0 10 Sep 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons Jie Hao Xing Wang Shuming Shi Jinfeng Zhang Zhaopeng Tu 21 12 0 04 Sep 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs Dongyeop Kang Hiroaki Hayashi A. Black Eduard H. Hovy 8 8 0 30 Aug 2019
A survey of cross-lingual features for zero-shot cross-lingual semantic parsing Jingfeng Yang Federico Fancellu Bonnie Webber 19 0 0 27 Aug 2019
Message Passing Attention Networks for Document Understanding Giannis Nikolentzos A. Tixier Michalis Vazirgiannis GNN 16 67 0 17 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 26 205 0 16 Aug 2019
Exploiting Temporal Relationships in Video Moment Localization with Natural Language Songyang Zhang Jinsong Su Jiebo Luo 9 74 0 11 Aug 2019
Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data Jacob A. Harer Christopher P. Reale Peter Chin 15 44 0 01 Aug 2019
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs Prabod Rathnayaka Supun Abeysinghe Chamod Samarajeewa Isura Manchanayake M. Walpola Rashmika Nawaratne T. Bandaragoda D. Alahakoon 11 21 0 17 Jul 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 11 32 0 13 Jun 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 21 48 0 13 Jun 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 23 346 0 14 May 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li G. Fu Min Zhang 8 55 0 08 May 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs Muhan Zhang Shali Jiang Zhicheng Cui Roman Garnett Yixin Chen GNN BDL CML 24 196 0 24 Apr 2019
Exploring Structure-Adaptive Graph Learning for Robust Semi-Supervised Classification Xiang Gao Wei Hu Zongming Guo GNN 12 1 0 23 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 25 70 0 27 Mar 2019
Auto-Vectorizing TensorFlow Graphs: Jacobians, Auto-Batching And Beyond Ashish Agarwal Igor Ganichev 23 8 0 08 Mar 2019
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Chi Zhang Feng Gao Baoxiong Jia Yixin Zhu Song-Chun Zhu AIMat 16 303 0 07 Mar 2019
Polylingual Wordnet Mihael Arcan John P. Mccrae P. Buitelaar 9 3 0 04 Mar 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Yu Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 16 188 0 29 Jan 2019
Dual Co-Matching Network for Multi-choice Reading Comprehension Shuailiang Zhang Zhao Hai Yuwei Wu Zhuosheng Zhang Xi Zhou Xiaoping Zhou 28 131 0 27 Jan 2019
Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey W. Zhang Quan Z. Sheng A. Alhazmi Chenliang Li AAML 16 57 0 21 Jan 2019
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 38 54 0 20 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 28 5,397 0 20 Dec 2018
Can I trust you more? Model-Agnostic Hierarchical Explanations Michael Tsang Youbang Sun Dongxu Ren Yan Liu FAtt 11 25 0 12 Dec 2018
Contextualized Non-local Neural Networks for Sequence Learning Pengfei Liu Shuaichen Chang Xuanjing Huang Jian Tang Jackie C.K. Cheung 6 47 0 21 Nov 2018
Fashionable Modelling with Flux Mike Innes Elliot Saba Keno Fischer Dhairya Gandhi Marco Concetto Rudilosso Neethu Mariya Joy Tejan Karmali Avik Pal Viral B. Shah AI4CE 12 160 0 01 Nov 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikang Shen Shawn Tan Alessandro Sordoni Aaron Courville 18 322 0 22 Oct 2018
AutoGraph: Imperative-style Coding with Graph-based Performance D. Moldovan James M. Decker Fei Wang A. A. Johnson Brian K. Lee Zachary Nado D. Sculley Tiark Rompf Alexander B. Wiltschko 13 43 0 16 Oct 2018
Learning to Perform Local Rewriting for Combinatorial Optimization Xinyun Chen Yuandong Tian NAI OffRL 14 335 0 30 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 13 62 0 12 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 22 55 0 06 Sep 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 13 18 0 04 Sep 2018
Hierarchical CVAE for Fine-Grained Hate Speech Classification Jing Qian Mai Elsherief E. Belding-Royer William Yang Wang 13 46 0 31 Aug 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 11 42 0 29 Aug 2018
Learning to Compose over Tree Structures via POS Tags Gehui Shen Zhihong Deng Ting Huang Xi Chen 11 15 0 18 Aug 2018
Identifying Protein-Protein Interaction using Tree LSTM and Structured Attention Mahtab Ahmed Jumayel Islam Muhammad Rifayat Samee Robert E. Mercer 14 34 0 27 Jul 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 38 9 0 18 Jul 2018
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification Zeyang Lei Yujiu Yang Min Yang Yi Liu 26 51 0 13 Jul 2018
Enhancing Sentence Embedding with Generalized Pooling Qian Chen Zhenhua Ling Xiao-Dan Zhu 22 68 0 26 Jun 2018