Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts

19 August 2018

Papers citing "Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts"

14 / 14 papers shown

Title
Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark Preslav Nakov Tairan Wang Qingqing Zhu Taicheng Guo Shen Gao Zhiyong Lu Xin Gao Xiangliang Zhang 183 4 0 22 Feb 2024
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts Franck Dernoncourt Ji Young Lee 71 230 0 17 Oct 2017
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts Franck Dernoncourt Ji Young Lee Peter Szolovits 72 62 0 15 Dec 2016
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents Rui Zhang Honglak Lee Dragomir R. Radev 53 124 0 08 Nov 2016
Dropout with Expectation-linear Regularization Xuezhe Ma Yingkai Gao Zhiting Hu Yaoliang Yu Yuntian Deng Eduard H. Hovy UQCV 53 50 0 26 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 177 4,622 0 06 Jul 2016
Recurrent Neural Network for Text Classification with Multi-Task Learning Pengfei Liu Xipeng Qiu Xuanjing Huang 111 1,287 0 17 May 2016
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Ji Young Lee Franck Dernoncourt HAI 56 445 0 12 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 221 4,015 0 04 Mar 2016
Dependency-based Convolutional Neural Networks for Sentence Embedding Mingbo Ma Liang Huang Bing Xiang Bowen Zhou 54 119 0 07 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 635 13,427 0 25 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013