ClinicalNLP@EMNLP

Keyphrases

Publications

2020

Proceedings of the 3rd Clinical Natural Language Processing Workshop, ClinicalNLP@EMNLP 2020, Online, November 19, 2020 ClinicalNLP@EMNLP (2020)
So Yeon Min, Preethi Raghavan, Peter Szolovits
Advancing Seq2seq with Joint Paraphrase Learning. ClinicalNLP@EMNLP (2020)
Macarious Abadeer
Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts. ClinicalNLP@EMNLP (2020)
Pablo Báez, Fabián Villena, Matías Rojas, Manuel Durán, Jocelyn Dunstan
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish. ClinicalNLP@EMNLP (2020)
John Pougue Biyong, Bo Wang, Terry J. Lyons, Alejo J. Nevado-Holgado
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder. ClinicalNLP@EMNLP (2020)
Sungrim Moon, Jungwei Fan
How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset. ClinicalNLP@EMNLP (2020)
Danielle Bitterman, Timothy A. Miller, David Harris, Chen Lin, Sean Finan, Jeremy L. Warner, Raymond Mak, Guergana Savova
Extracting Relations between Radiotherapy Treatment Details. ClinicalNLP@EMNLP (2020)
Kexin Huang, Abhishek Singh, Sitong Chen, Edward T. Moseley, Chih-ying Deng, Naomi George, Charlotta Lindvall
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation. ClinicalNLP@EMNLP (2020)
Zhi Wen, Xing Han Lu, Siva Reddy
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining. ClinicalNLP@EMNLP (2020)
George Michalopoulos, Helen H. Chen, Alexander Wong
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. ClinicalNLP@EMNLP (2020)
Jean-Baptiste Lamare, Tobi Olatunji, Li Yao
On the diminishing return of labeling clinical reports. ClinicalNLP@EMNLP (2020)
Shaoxiong Ji, Erik Cambria, Pekka Marttinen
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text. ClinicalNLP@EMNLP (2020)
Ildikó Pilán, Pål H. Brekke, Fredrik A. Dahl, Tore Gundersen, Haldor Husby, Øystein Nytrø, Lilja Øvrelid
Classification of Syncope Cases in Norwegian Medical Records. ClinicalNLP@EMNLP (2020)
Dhruvesh Patel, Sandeep Konam, Sai P. Selvaraj
Weakly Supervised Medication Regimen Extraction from Medical Conversations. ClinicalNLP@EMNLP (2020)
Zixu Wang, Julia Ive, Sinead Moylett, Christoph Mueller, Rudolf N. Cardinal, Sumithra Velupillai, John O'Brien, Robert Stewart
Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer's Disease (AD) using Mental Health Records: a Classification Approach. ClinicalNLP@EMNLP (2020)
Xiang Yue, Shuang Zhou
PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation. ClinicalNLP@EMNLP (2020)
Yuxia Wang, Karin Verspoor, Timothy Baldwin
Learning from Unlabelled Data for Clinical Semantic Textual Similarity. ClinicalNLP@EMNLP (2020)
Hongyin Luo, Shang-Wen Li, James R. Glass
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. ClinicalNLP@EMNLP (2020)
Elisa Terumi Rubel Schneider, João Vitor Andrioli de Souza, Julien Knafou, Lucas Emanuel Silva e Oliveira, Jenny Copara, Yohan Bonescki Gumiel, Lucas Ferro Antunes de Oliveira, Emerson Cabrera Paraiso, Douglas Teodoro, Claudia Maria Cabral Moro Barra
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition. ClinicalNLP@EMNLP (2020)
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris
An Ensemble Approach for Automatic Structuring of Radiology Reports. ClinicalNLP@EMNLP (2020)
Xiyu Ding, Mei-Hua Hall, Timothy Miller
Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries. ClinicalNLP@EMNLP (2020)
John Chen, Ian Berlot-Attwell, Xindi Wang, Safwan Hossain, Frank Rudzicz
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP. ClinicalNLP@EMNLP (2020)
Yifan Peng, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yuxing Tang, Qingyu Chen, Shuai Wang, Yingying Zhu, Ronald M. Summers, Zhiyong Lu
Automatic recognition of abdominal lymph nodes from clinical text. ClinicalNLP@EMNLP (2020)
Wenjie Wang, Youngja Park, Taesung Lee, Ian M. Molloy, Pengfei Tang, Li Xiong
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries. ClinicalNLP@EMNLP (2020)
Sankaran Narayanan, Kaivalya Mannam, Sreeranga P. Rajan, P. Venkat Rangan
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction. ClinicalNLP@EMNLP (2020)
Tirthankar Dasgupta, Ishani Mondal, Abir Naskar, Lipika Dey
Extracting Semantic Aspects for Structured Representation of Clinical Trial Eligibility Criteria. ClinicalNLP@EMNLP (2020)
John Langton, Krishna Srihasam, Junlin Jiang
Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions. ClinicalNLP@EMNLP (2020)
Miao Chen, Ganhui Lan, Fang Du, Victor S. Lobanov
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics. ClinicalNLP@EMNLP (2020)
Louise Dupuis, Nicol Bergou, Hegler Tissot, Sumithra Velupillai
Relative and Incomplete Time Expression Anchoring for Clinical Text. ClinicalNLP@EMNLP (2020)
Tak-Sung Heo, Chulho Kim, Jeong-Myeong Choi, Yeong-Seok Jeong, Yu-Seop Kim
Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records. ClinicalNLP@EMNLP (2020)
Yan-Jie Lin, Hong-Jie Dai, You-Chen Zhang, Chung-Yang Wu, Yu-Cheng Chang, Pin-Jou Lu, Chih-Jen Huang, Yu-Tsang Wang, Hui-Min Hsieh, Kun-San Chao, Tsang-Wu Liu, I-Shou Chang, Yi-Hsin Connie Yang, Ti-Hao Wang, Ko-Jiunn Liu, Li-Tzong Chen, Sheau-Fang Yang
Cancer Registry Information Extraction via Transfer Learning. ClinicalNLP@EMNLP (2020)
Patrick S. H. Lewis, Myle Ott, Jingfei Du, Veselin Stoyanov
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art. ClinicalNLP@EMNLP (2020)
Alister D. Costa, Stefan Denkovski, Michal Malyska, Sae Young Moon, Brandon Rufino, Zhen Yang, Taylor W. Killian, Marzyeh Ghassemi
Multiple Sclerosis Severity Classification From Clinical Text. ClinicalNLP@EMNLP (2020)
Zachariah Zhang, Jingshu Liu, Narges Razavian
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining. ClinicalNLP@EMNLP (2020)