BioSentVec: creating sentence embeddings for biomedical texts

22 October 2018

Papers citing "BioSentVec: creating sentence embeddings for biomedical texts"

17 / 67 papers shown

Title
Towards User Friendly Medication Mapping Using Entity-Boosted Two-Tower Neural Network Shaoqing Yuan Parminder Bhatia B. Celikkaya Haiyang Liu Kyunghwan Choi 17 1 0 17 Jun 2020
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 45 802 0 22 Apr 2020
Analysing the Extent of Misinformation in Cancer Related Tweets Rakesh Bal S. Sinha Swastika Dutta Risabh Joshi Sayan Ghosh Ritam Dutt 6 27 0 30 Mar 2020
Named Entities in Medical Case Reports: Corpus and Experiments Sarah Schulz Jurica vSeva Samuel Rodriguez Malte Ostendorff Georg Rehm 8 9 0 29 Mar 2020
Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! Claudia Schulz Damir Juric AI4TS 15 10 0 24 Mar 2020
BioConceptVec: creating and evaluating literature-based biomedical concept embeddings on a large scale Qingyu Chen Kyubum Lee Shankai Yan Sun Kim Chih-Hsuan Wei Zhiyong Lu 13 47 0 23 Dec 2019
Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision Trapit Bansal Pat Verga Neha Choudhary Andrew McCallum 17 7 0 02 Dec 2019
Doc2Vec on the PubMed corpus: study of a new approach to generate related articles Emeric Dynomant Stéfan J. Darmoni Émeline Lejeune G. Kerdelhué J. Leroy Vincent Lequertier S. Canu Julien Grosjean 14 7 0 26 Nov 2019
Active $^2$ Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation Rishi Hazra Parag Dutta Shubham Gupta Mohammed Abdul Qaathir Ambedkar Dukkipati VLM 27 0 0 01 Nov 2019
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 27 174 0 23 Sep 2019
Using Clinical Notes with Time Series Data for ICU Management Swaraj Khadanga Karan Aggarwal Chenyu You Jaideep Srivastava 8 55 0 12 Sep 2019
Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records Qingyu Chen Jingcheng Du Sun Kim W. Wilbur Zhiyong Lu 9 23 0 06 Sep 2019
Learning Conceptual-Contextual Embeddings for Medical Text Xiao Zhang Dejing Dou Ji Wu BDL 14 17 0 16 Aug 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 15 830 0 13 Jun 2019
A self-attention based deep learning method for lesion attribute detection from CT reports Yifan Peng Ke Yan V. Sandfort Ronald M. Summers Zhiyong Lu MedIm 21 18 0 30 Apr 2019
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology Ke Yan Yifan Peng V. Sandfort M. Bagheri Zhiyong Lu Ronald M. Summers MedIm 27 68 0 09 Apr 2019
ML-Net: multi-label classification of biomedical texts with deep neural networks Jingcheng Du Qingyu Chen Yifan Peng Yang Xiang Cui Tao Zhiyong Lu 7 137 0 13 Nov 2018