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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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Hierarchy Parsing for Image Captioning Ting Yao Yingwei Pan Yehao Li Tao Mei VLM 96 166 0 09 Sep 2019
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Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jiaqi Zhao Haotong Zhang Alex Smola Jinyang Li Zheng Zhang AI4CE GNN 307 763 0 03 Sep 2019
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You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP Marco Del Tredici Diego Marcheggiani Sabine Schulte im Walde Raquel Fernández 51 34 0 01 Sep 2019
Self-Attention with Structural Position Representations Xing Wang Zhaopeng Tu Longyue Wang Shuming Shi MILM 61 72 0 01 Sep 2019
Modeling Graph Structure in Transformer for Better AMR-to-Text Generation Jiehan Zhu Junhui Li Muhua Zhu Longhua Qian Min Zhang Guodong Zhou 69 102 0 31 Aug 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs Dongyeop Kang Hiroaki Hayashi A. Black Eduard H. Hovy 44 9 0 30 Aug 2019
A survey of cross-lingual features for zero-shot cross-lingual semantic parsing Jingfeng Yang Federico Fancellu Bonnie Webber 102 0 0 27 Aug 2019
Testing Neural Program Analyzers Md Rafiqul Islam Rabin Ke Wang Mohammad Amin Alipour 50 1 0 25 Aug 2019
DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums Yuyang Gao Lingfei Wu Houman Homayoun Liang Zhao AI4CE 63 20 0 22 Aug 2019
Restricted Recurrent Neural Networks Enmao Diao Jie Ding Vahid Tarokh 53 21 0 21 Aug 2019
Fine-grained Sentiment Analysis with Faithful Attention Ruiqi Zhong Steven Shao Kathleen McKeown 110 50 0 19 Aug 2019
Recurrent Graph Syntax Encoder for Neural Machine Translation Liang Ding Dacheng Tao 81 6 0 19 Aug 2019
Message Passing Attention Networks for Document Understanding Giannis Nikolentzos A. Tixier Michalis Vazirgiannis GNN 80 70 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 100 212 0 16 Aug 2019
Exploiting Temporal Relationships in Video Moment Localization with Natural Language Songyang Zhang Jinsong Su Jiebo Luo 60 74 0 11 Aug 2019
Dialogue Act Classification in Group Chats with DAG-LSTMs Ozan Irsoy Rakesh Gosangi Haimin Zhang Mu-Hsin Wei Peter Lund D. Pappadopulo Brendan Fahy Neophytos Nephytou Camilo Ortiz 37 4 0 02 Aug 2019
DELTA: A DEep learning based Language Technology plAtform Kun Han Junwen Chen Hui Zhang Haiyang Xu Yiping Peng ... Cheng Gong Yunbo Wang Wei Zou Hui Song Xiangang Li VLM 18 10 0 02 Aug 2019
Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data Jacob A. Harer Christopher P. Reale Peter Chin 67 44 0 01 Aug 2019
Simple and Effective Text Matching with Richer Alignment Features Runqi Yang Jianhai Zhang Xing Gao Feng Ji Haiqing Chen 3DV 75 155 0 01 Aug 2019
Syntax-aware Neural Semantic Role Labeling Qingrong Xia Zhenghua Li Min Zhang Meishan Zhang Guohong Fu Rui Wang Luo Si NAI 59 41 0 22 Jul 2019
Multi-Granular Text Encoding for Self-Explaining Categorization Zhiguo Wang Yue Zhang Mo Yu Wei Zhang Lin Pan Linfeng Song Kun Xu Yousef El-Kurdi MILM 50 7 0 19 Jul 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 42 21 0 17 Jul 2019
DeepDrawing: A Deep Learning Approach to Graph Drawing Yong Wang Zhihua Jin Qianwen Wang Weiwei Cui Tengfei Ma Huamin Qu 74 56 0 17 Jul 2019
Conversational Help for Task Completion and Feature Discovery in Personal Assistants M. Jhawar Vipindeep Vangala Nishchay Sharma Ankur Hayatnagarkar Mansi Saxena Swati Valecha 29 1 0 16 Jul 2019
A Scalable Framework for Multilevel Streaming Data Analytics using Deep Learning Shihao Ge Haruna Isah F. Zulkernine Shahzad Khan 89 14 0 15 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 39 1 0 13 Jul 2019
Latent Variable Sentiment Grammar Liwen Zhang Kewei Tu Yue Zhang 56 5 0 29 Jun 2019
A Neural-based Program Decompiler Cheng Fu Huili Chen Haolan Liu Xinyun Chen Yuandong Tian F. Koushanfar Jishen Zhao 21 3 0 28 Jun 2019
A Generative Model for Punctuation in Dependency Trees Xiang Lisa Li D. Wang Jason Eisner 13 5 0 26 Jun 2019
Compound Probabilistic Context-Free Grammars for Grammar Induction Yoon Kim Chris Dyer Alexander M. Rush 116 153 0 24 Jun 2019
Automatic Source Code Summarization with Extended Tree-LSTM Yusuke Shido Yasuaki Kobayashi Akihiro Yamamoto A. Miyamoto Tadayuki Matsumura 67 88 0 19 Jun 2019
Improving Sentiment Analysis with Multi-task Learning of Negation Jeremy Barnes Erik Velldal Lilja Øvrelid 70 36 0 18 Jun 2019
LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish Jeremy Barnes 47 3 0 18 Jun 2019
Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification Xiaoye Tan Rui Yan Chongyang Tao Mingrui Wu 8 0 0 18 Jun 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 97 413 0 18 Jun 2019
BERE: An accurate distantly supervised biomedical entity relation extraction network Lixiang Hong Jinjian Lin Jiang Tao Jianyang Zeng 51 14 0 17 Jun 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 67 32 0 13 Jun 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 80 50 0 13 Jun 2019
Redundancy-Free Computation Graphs for Graph Neural Networks Zhihao Jia Sina Lin Rex Ying Jiaxuan You J. Leskovec Alexander Aiken GNN 52 11 0 09 Jun 2019
Happy Together: Learning and Understanding Appraisal From Natural Language Arun Rajendran Chiyu Zhang Muhammad Abdul-Mageed 20 9 0 09 Jun 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 77 142 0 09 Jun 2019
An Imitation Learning Approach to Unsupervised Parsing Bowen Li Lili Mou Frank Keller 81 24 0 05 Jun 2019
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation Masashi Yoshikawa Hiroshi Noji K. Mineshima D. Bekki 3DV 52 4 0 05 Jun 2019
Self-Attentional Models for Lattice Inputs Matthias Sperber Graham Neubig Ngoc-Quan Pham A. Waibel 81 44 0 04 Jun 2019
Assessing the Ability of Self-Attention Networks to Learn Word Order Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 75 32 0 03 Jun 2019
Bayesian Tensor Factorisation for Bottom-up Hidden Tree Markov Models Daniele Castellana D. Bacciu 27 7 0 31 May 2019