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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A constrained recursion algorithm for batch normalization of tree-sturctured LSTM R. Ando Yoshiyasu Takefuji 12 2 0 21 Aug 2020
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Compositional Generalization by Learning Analytical Expressions Qian Liu Shengnan An Jian-Guang Lou Bei Chen Zeqi Lin Yan Gao Bin Zhou Nanning Zheng Dongmei Zhang CoGe NAI 15 72 0 18 Jun 2020
Dynamic Tensor Rematerialization Marisa Kirisame Steven Lyubomirsky Altan Haan Jennifer Brennan Mike He Jared Roesch Tianqi Chen Zachary Tatlock 16 93 0 17 Jun 2020
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Commonsense Evidence Generation and Injection in Reading Comprehension Ye Liu Tao Yang Zeyu You Wei Fan Philip S. Yu 25 14 0 11 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 40 207 0 01 May 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 18 6 0 22 Apr 2020
Template-based Question Answering using Recursive Neural Networks Ram G. Athreya S. Bansal Axel-Cyrille Ngonga-Ngomo Ricardo Usbeck 11 31 0 03 Apr 2020
Cross-Lingual Adaptation Using Universal Dependencies Nasrin Taghizadeh Heshaam Faili 40 5 0 24 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Universal Function Approximation on Graphs Rickard Brüel-Gabrielsson 18 6 0 14 Mar 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 22 680 0 27 Feb 2020
Calibrating Deep Neural Networks using Focal Loss Jishnu Mukhoti Viveka Kulharia Amartya Sanyal Stuart Golodetz Philip H. S. Torr P. Dokania UQCV 53 444 0 21 Feb 2020
Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree Wenhan Wang Ge Li Bo Ma Xin Xia Zhi Jin GNN 16 250 0 20 Feb 2020
Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts Elad Kravi B. Kimelfeld Y. Kanza Roi Reichart 21 2 0 05 Feb 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 19 4 0 16 Jan 2020
Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 21 244 0 12 Jan 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 42 276 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 98 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 34 416 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 174 141 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 26 12 0 04 Sep 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs Dongyeop Kang Hiroaki Hayashi A. Black Eduard H. Hovy 18 8 0 30 Aug 2019
A survey of cross-lingual features for zero-shot cross-lingual semantic parsing Jingfeng Yang Federico Fancellu Bonnie Webber 24 0 0 27 Aug 2019
Message Passing Attention Networks for Document Understanding Giannis Nikolentzos A. Tixier Michalis Vazirgiannis GNN 30 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 31 205 0 16 Aug 2019
Exploiting Temporal Relationships in Video Moment Localization with Natural Language Songyang Zhang Jinsong Su Jiebo Luo 12 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 17 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 13 21 0 17 Jul 2019
Improving Sentiment Analysis with Multi-task Learning of Negation Jeremy Barnes Erik Velldal Lilja Øvrelid 13 36 0 18 Jun 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 16 32 0 13 Jun 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 34 48 0 13 Jun 2019
Happy Together: Learning and Understanding Appraisal From Natural Language Arun Rajendran Chiyu Zhang Muhammad Abdul-Mageed 13 9 0 09 Jun 2019
Predicting TED Talk Ratings from Language and Prosody Md. Iftekhar Tanveer Md. Kamrul Hassan D. Gildea Ehsan Hoque AI4TS 17 2 0 21 May 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 28 346 0 14 May 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li G. Fu Min Zhang 15 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 17 1 0 23 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 30 70 0 27 Mar 2019
Auto-Vectorizing TensorFlow Graphs: Jacobians, Auto-Batching And Beyond Ashish Agarwal Igor Ganichev 27 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 24 303 0 07 Mar 2019
Polylingual Wordnet Mihael Arcan John P. Mccrae P. Buitelaar 11 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 24 189 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 33 131 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 21 57 0 21 Jan 2019
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 46 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 5,396 0 20 Dec 2018
Can I trust you more? Model-Agnostic Hierarchical Explanations Michael Tsang Youbang Sun Dongxu Ren Yan Liu FAtt 16 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 11 47 0 21 Nov 2018