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Career

· Associate Research Scientist, Columbia University Data Science Institute (DSI)
· Industry Experience, Federal Reserve Board
· PhD in Computer Science, George Washington University
· Visiting Research Scholar, Portland State University
· The Johns Hopkins University Applied Physics Laboratory

Publications (17)

Multi-Stage Pretraining for Low-Resource Domain Adaptation
Conference on Empirical Methods in Natural Language Processing · 2020
45
cited
Automated outcome classification of emergency department computed tomography imaging reports.
Academic Emergency Medicine · 2013
41
cited
Automated Outcome Classification of Computed Tomography Imaging Reports for Pediatric Traumatic Brain Injury.
Academic Emergency Medicine · 2016
40
cited
Predictive Linguistic Features of Schizophrenia
International Workshop on Semantic Evaluation · 2017
32
cited
Topic Modeling Based Classification of Clinical Reports
Annual Meeting of the Association for Computational Linguistics · 2013
24
cited
Clinical Report Classification Using Natural Language Processing and Topic Modeling
International Conference on Machine Learning and Applications · 2012
20
cited
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages
International Conference on Computational Linguistics · 2020
19
cited
Answer Span Correction in Machine Reading Comprehension
Findings · 2020
9
cited
MultiSeg: Parallel Data and Subword Information for Learning Bilingual Embeddings in Low Resource Scenarios
Workshop on Spoken Language Technologies for Under-resourced Languages · 2020
7
cited
Surprise Languages: Rapid-Response Cross-Language IR
EVIA@NTCIR · 2019
6
cited
The ARIEL-CMU Systems for LoReHLT18
arXiv.org · 2019
5
cited
Topic Modeling for Classification of Clinical Reports
arXiv.org · 2017
5
cited
Effective classification of clinical reports: natural language processing-based and topic modeling-based approaches
2014
3
cited
Understanding Cohesion in Writings and Speech of Schizophrenia Patients
International Conference on Machine Learning and Applications · 2019
3
cited
Efficient Classification of Clinical Reports Utilizing Natural Language Processing
AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text · 2012
2
cited
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers
International Conference on Computational Linguistics · 2020
2
cited
Object Detection using HoG Features for Visual Situation Recognition
2017
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Efsun Sarioglu Kayi | Researcher Profile | Sotabase | Sotabase