Learning Conceptual-Contextual Embeddings for Medical Text

Learning Conceptual-Contextual Embeddings for Medical Text

16 August 2019

Ji Wu

Papers citing "Learning Conceptual-Contextual Embeddings for Medical Text"

19 / 19 papers shown

Title
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 92 1,397 0 17 May 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 119 899 0 19 Apr 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 137 5,628 0 25 Jan 2019
BioSentVec: creating sentence embeddings for biomedical texts Qingyu Chen Yifan Peng Zhiyong Lu 59 214 0 22 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
Lessons from Natural Language Inference in the Clinical Domain Alexey Romanov Chaitanya P. Shivade LM&MA 51 271 0 21 Aug 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 64 180 0 21 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 178 11,542 0 15 Feb 2018
Beyond Word Embeddings: Learning Entity and Concept Representations from Large Scale Knowledge Bases Walid Shalaby Wlodek Zadrozny Hongxia Jin NAI 80 30 0 01 Jan 2018
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 95 1,790 0 22 Sep 2017
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 151 872 0 22 Mar 2017
Neural Document Embeddings for Intensive Care Patient Mortality Prediction Paulina Grnarova Florian Schmidt Stephanie L. Hyland Carsten Eickhoff 41 67 0 01 Dec 2016
Knowledge Graph Representation with Jointly Structural and Textual Encoding Jiacheng Xu Kan Chen Xipeng Qiu Xuanjing Huang 3DV 56 127 0 26 Nov 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 92 1,130 0 20 Sep 2016
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction K. Nguyen Sabine Schulte im Walde Ngoc Thang Vu 48 141 0 25 May 2016
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions Han Xiao Minlie Huang Xiaoyan Zhu 57 187 0 17 Apr 2016
Revisiting Semi-Supervised Learning with Graph Embeddings Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN SSL 162 2,088 0 29 Mar 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 351 33,500 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 623 31,469 0 16 Jan 2013