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Dependency-based Convolutional Neural Networks for Sentence Embedding

7 July 2015

Papers citing "Dependency-based Convolutional Neural Networks for Sentence Embedding"

21 / 21 papers shown

Title
Alzheimer's Disease Detection from Spontaneous Speech through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models Yu Qiao Xuefeng Yin Daniel Wiechmann E. Kerz 65 23 0 16 Jun 2021
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding Ying Shen Qiang Zhang Jin Zhang Jiyue Huang Yuming Lu Kai Lei 55 19 0 05 Dec 2018
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts Di Jin Peter Szolovits BDL 68 75 0 19 Aug 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 80 17 0 14 Jun 2018
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks Renjie Zheng Junkun Chen Xipeng Qiu 80 30 0 22 Apr 2018
A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks Tushar Semwal Gaurav Mathur Promod Yenigalla S. B. Nair 78 55 0 19 Jan 2018
Group Sparse CNNs for Question Classification with Answer Sets Mingbo Ma Liang Huang Bing Xiang Bowen Zhou GNN BDL 62 9 0 07 Oct 2017
Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Mingbo Ma Kai Zhao Liang Huang Bing Xiang Bowen Zhou VLM 57 15 0 28 Sep 2017
Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition Yong Jiang Wenjuan Han Kewei Tu 60 8 0 02 Aug 2017
ASR error management for improving spoken language understanding E. Simonnet Sahar Ghannay Nathalie Camelin Yannick Esteve R. Mori 66 35 0 26 May 2017
Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs Jean Maillard S. Clark Dani Yogatama 82 89 0 25 May 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 126 2,145 0 09 Mar 2017
Deep Learning applied to NLP Marc Moreno Lopez Jugal Kalita VLM 51 162 0 09 Mar 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 83 125 0 15 Jan 2017
Learning to Compose Words into Sentences with Reinforcement Learning Dani Yogatama Phil Blunsom Chris Dyer Edward Grefenstette Wang Ling NAI 70 160 0 28 Nov 2016
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents Rui Zhang Honglak Lee Dragomir R. Radev 71 124 0 08 Nov 2016
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks Yun-Nung Chen Dilek Z. Hakkani-Tür Gokhan Tur Asli Celikyilmaz Jianfeng Gao Li Deng 77 33 0 12 Sep 2016
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 79 190 0 24 May 2016
Embedding Lexical Features via Low-Rank Tensors Mo Yu Mark Dredze R. Arora Matthew R. Gormley 96 8 0 02 Apr 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 116 1,137 0 02 Oct 2015
Improved Relation Extraction with Feature-Rich Compositional Embedding Models Matthew R. Gormley Mo Yu Mark Dredze CoGe 98 173 0 10 May 2015