Dependency-based Convolutional Neural Networks for Sentence Embedding

Dependency-based Convolutional Neural Networks for Sentence Embedding

7 July 2015

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

14 / 14 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 28 22 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 18 19 0 05 Dec 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 54 17 0 14 Jun 2018
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks Renjie Zheng Junkun Chen Xipeng Qiu 34 30 0 22 Apr 2018
Group Sparse CNNs for Question Classification with Answer Sets Mingbo Ma Liang Huang Bing Xiang Bowen Zhou GNN BDL 34 9 0 07 Oct 2017
ASR error management for improving spoken language understanding E. Simonnet Sahar Ghannay Nathalie Camelin Yannick Esteve R. Mori 41 35 0 26 May 2017
Deep Learning applied to NLP Marc Moreno Lopez Jugal Kalita VLM 29 161 0 09 Mar 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 33 125 0 15 Jan 2017
Learning to Compose Words into Sentences with Reinforcement Learning Dani Yogatama Phil Blunsom Chris Dyer Edward Grefenstette Wang Ling NAI 29 158 0 28 Nov 2016
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents Rui Zhang Honglak Lee Dragomir R. Radev 26 123 0 08 Nov 2016
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 25 189 0 24 May 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 50 1,129 0 02 Oct 2015
Improved Relation Extraction with Feature-Rich Compositional Embedding Models Matthew R. Gormley Mo Yu Mark Dredze CoGe 33 173 0 10 May 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012