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ORCID19th BioNLP 2020: Online Conference
- Dina Demner-Fushman, Kevin Bretonnel Cohen, Sophia Ananiadou, Junichi Tsujii:
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, BioNLP 2020, Online, July 9, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-09-5 - Anthony Rios
, Reenam Joshi, Hejin Shin:
Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings. 1-13 - Manirupa Das, Juanxi Li, Eric Fosler-Lussier, Simon M. Lin, Steve Rust, Yungui Huang, Rajiv Ramnath:
Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention. 14-27 - Hillel Taub-Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg:
Interactive Extractive Search over Biomedical Corpora. 28-37 - Amandalynne Paullada, Bethany Percha, Trevor Cohen:
Improving Biomedical Analogical Retrieval with Embedding of Structural Dependencies. 38-48 - Anna Koroleva, Sanjay Kamath, Patrick Bossuyt, Patrick Paroubek:
DeSpin: a prototype system for detecting spin in biomedical publications. 49-59 - Olga Kovaleva, Chaitanya Shivade, Satyananda Kashyap, Karina Kanjaria, Joy T. Wu, Deddeh Ballah, Adam Coy, Alexandros Karargyris, Yufan Guo, David James Beymer, Anna Rumshisky, Vandana V. Mukherjee:
Towards Visual Dialog for Radiology. 60-69 - Chen Lin, Timothy A. Miller, Dmitriy Dligach, Farig Sadeque, Steven Bethard, Guergana Savova:
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction. 70-75 - Thomas Searle, Zina M. Ibrahim, Richard J. B. Dobson:
Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset. 76-85 - Aurelie Mascio, Zeljko Kraljevic, Daniel Bean, Richard J. B. Dobson, Robert Stewart, Rebecca Bendayan, Angus Roberts:
Comparative Analysis of Text Classification Approaches in Electronic Health Records. 86-94 - Liyan Xu, Julien Hogan, Rachel E. Patzer, Jinho D. Choi:
Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning. 95-104 - Yuxia Wang, Fei Liu, Karin Verspoor, Timothy Baldwin:
Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity. 105-111 - Bhanu Pratap Singh Rawat, Wei-Hung Weng, So Yeon Min, Preethi Raghavan, Peter Szolovits:
Entity-Enriched Neural Models for Clinical Question Answering. 112-122 - Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace:
Evidence Inference 2.0: More Data, Better Models. 123-132 - Ning Wang, Fan Luo, Vishal Peddagangireddy, Koduvayur P. Subbalakshmi, Rajarathnam Chandramouli:
Personalized Early Stage Alzheimer's Disease Detection: A Case Study of President Reagan's Speeches. 133-139 - Dimitris Pappas, Petros Stavropoulos, Ion Androutsopoulos, Ryan T. McDonald:
BioMRC: A Dataset for Biomedical Machine Reading Comprehension. 140-149 - Avi Bleiweiss:
Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation. 150-155 - Brian Hur, Timothy Baldwin, Karin Verspoor, Laura Hardefeldt, James Gilkerson:
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes. 156-166 - David Chang, Ivana Balazevic, Carl Allen, Daniel Chawla, Cynthia Brandt, Richard Andrew Taylor:
Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings. 167-176 - Isar Nejadgholi, Kathleen C. Fraser, Berry de Bruijn:
Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience. 177-186 - Saadullah Amin, Katherine Ann Dunfield, Anna Vechkaeva, Guenter Neumann:
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction. 187-194 - Elaheh ShafieiBavani, Antonio Jimeno-Yepes, Xu Zhong, David Martínez:
Global Locality in Biomedical Relation and Event Extraction. 195-204 - Yifan Peng, Qingyu Chen, Zhiyong Lu:
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining. 205-214
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