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ORCIDGuergana K. Savova
- > Home > Persons > Guergana K. Savova
Publications
- 2023
[c68]Timothy A. Miller, Steven Bethard
, Dmitriy Dligach, Guergana Savova:
End-to-end clinical temporal information extraction with multi-head attention. BioNLP@ACL 2023: 313-319- 2021
- [c65]Chen Lin, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova:
EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain. BioNLP@NAACL-HLT 2021: 191-201 - 2020
- [j32]Chen Lin, Steven Bethard, Dmitriy Dligach, Farig Sadeque, Guergana Savova, Timothy A. Miller:
Does BERT need domain adaptation for clinical negation detection? J. Am. Medical Informatics Assoc. 27(4): 584-591 (2020) - [c63]Kristin Wright-Bettner, Chen Lin, Timothy A. Miller, Steven Bethard, Dmitriy Dligach, Martha Palmer, James H. Martin, Guergana Savova:
Defining and Learning Refined Temporal Relations in the Clinical Narrative. LOUHI@EMNLP 2020: 104-114 - [c60]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. BioNLP 2020: 70-75 - 2018
- [c58]Chen Lin, Timothy A. Miller, Dmitriy Dligach, Hadi Amiri, Steven Bethard, Guergana Savova:
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction. Louhi@EMNLP 2018: 165-176 - 2017
- [j29]Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Chen Lin, Guergana Savova:
Towards generalizable entity-centric clinical coreference resolution. J. Biomed. Informatics 69: 251-258 (2017) - [c52]Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova:
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. AIME 2017: 198-202 - [c48]Chen Lin, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova:
Representations of Time Expressions for Temporal Relation Extraction with Convolutional Neural Networks. BioNLP 2017: 322-327 - [c47]Dmitriy Dligach, Timothy A. Miller, Chen Lin, Steven Bethard, Guergana Savova:
Neural Temporal Relation Extraction. EACL (2) 2017: 746-751 - 2016
- [j26]Chen Lin, Dmitriy Dligach, Timothy A. Miller, Steven Bethard, Guergana K. Savova:
Multilayered temporal modeling for the clinical domain. J. Am. Medical Informatics Assoc. 23(2): 387-395 (2016) - [c43]Timothy A. Miller, Dmitriy Dligach, Chen Lin, Steven Bethard, Guergana Savova:
Feature Portability in Cross-domain Clinical Coreference. AMIA 2016 - [c42]Timothy A. Miller, Dmitriy Dligach, Guergana Savova:
Unsupervised Document Classification with Informed Topic Models. BioNLP@ACL 2016: 83-91 - [c41]Chen Lin, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova:
Improving Temporal Relation Extraction with Training Instance Augmentation. BioNLP@ACL 2016: 108-113 - 2015
- [j22]Chen Lin, Elizabeth W. Karlson, Dmitriy Dligach, Monica P. Ramirez, Timothy A. Miller, Huan Mo, Natalie S. Braggs, Andrew Cagan, Vivian S. Gainer, Joshua C. Denny, Guergana K. Savova:
Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record. J. Am. Medical Informatics Assoc. 22(e1): e151-e161 (2015) - [c39]Dmitriy Dligach, Timothy A. Miller, Guergana Savova:
Semi-supervised Learning for Phenotyping Tasks. AMIA 2015 - [c37]Timothy A. Miller, Sean Finan, Dmitriy Dligach, Guergana Savova:
Robust Sentence Segmentation for Clinical Text. AMIA 2015 - [c35]Timothy A. Miller, Steven Bethard, Dmitriy Dligach, Chen Lin, Guergana Savova:
Extracting Time Expressions from Clinical Text. BioNLP@IJCNLP 2015: 81-91 - 2014
- [j21]Dmitriy Dligach, Steven Bethard, Lee Becker, Timothy A. Miller, Guergana K. Savova:
Discovering body site and severity modifiers in clinical texts. J. Am. Medical Informatics Assoc. 21(3): 448-454 (2014) - [c32]Chen Lin, Timothy A. Miller, Alvin Kho, Steven Bethard, Dmitriy Dligach, Sameer Pradhan, Guergana Savova:
Descending-Path Convolution Kernel for Syntactic Structures. ACL (2) 2014: 81-86 - 2013
- [j19]Stephen T. Wu, Vinod Kaggal, Dmitriy Dligach, James J. Masanz, Pei J. Chen, Lee Becker, Wendy Webber Chapman, Guergana K. Savova, Hongfang Liu, Christopher G. Chute:
A common type system for clinical natural language processing. J. Biomed. Semant. 4: 1 (2013) - [j17]Daniel Albright, Arrick Lanfranchi, Anwen Fredriksen, William F. Styler IV, Colin Warner, Jena D. Hwang, Jinho D. Choi, Dmitriy Dligach, Rodney D. Nielsen, James H. Martin, Wayne H. Ward, Martha Palmer, Guergana K. Savova:
Towards comprehensive syntactic and semantic annotations of the clinical narrative. J. Am. Medical Informatics Assoc. 20(5): 922-930 (2013) - [c25]Dmitriy Dligach, Timothy A. Miller, Guergana Savova:
Discovering Body Site and Severity Modifiers in Clinical Texts. AMIA 2013 - [c24]Chen Lin, Elizabeth W. Karlson, Helena Canhão, Timothy A. Miller, Dmitriy Dligach, Pei J. Chen, Raúl N. Pérez, Yuanyuan Shen, Michael E. Weinblatt, Nancy A. Shadick, Robert M. Plenge, Guergana Savova:
Automatic Prediction of Rheumatoid Arthritis Disease Activity from the Electronic Medical Records. AMIA 2013 - [c23]Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Sameer Pradhan, Chen Lin, Guergana K. Savova:
Discovering Time Expressions in Clinical Text. AMIA 2013 - [c21]Timothy A. Miller, Steven Bethard, Dmitriy Dligach, Sameer Pradhan, Chen Lin, Guergana Savova:
Discovering Temporal Narrative Containers in Clinical Text. BioNLP@ACL 2013: 18-26 - [c17]Dmitriy Dligach, Timothy A. Miller, Guergana Savova:
Active Learning for Phenotyping Tasks. RANLP (Medicine and Biology) 2013: 1-8 - 2012
- [c16]Timothy A. Miller, Dmitriy Dligach, Guergana Savova:
Active Learning for Coreference Resolution. BioNLP@HLT-NAACL 2012: 73-81
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