Kirk Roberts
12 papers · 2010–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Full
π§
Keyword Pioneer
π
Trend Setter
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(50)
Top co-authors
Research topics
Natural Language Processing
(7)
Healthcare & Medicine
(6)
Clinical
(6)
Applications
(5)
Deep Learning
(4)
Architectures
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Generation
(2)
Understanding
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Keywords
electronic health record
(2)
information extraction
(2)
named entity recognition
(2)
text classification
(2)
deep learning
(1)
medical nlp
(1)
question answering
(1)
recurrent neural network
(1)
bert model
(1)
paraphrase generation
(1)
semantic parsing
(1)
medical text
(1)
knowledge graph
(1)
image annotation
(1)
disease detection
(1)
text generation
(1)
convolutional neural network
(1)
sequence-to-sequence learning
(1)
medical imaging
(1)
natural language processing
(1)
Papers
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts
ACL 2025
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports
EMNLP 2020
Extracting Adherence Information from Electronic Health Records
COLING 2020
Towards an Ontology-based Medication Conversational Agent for PrEP and PEP
ACL 2020
A Paraphrase Generation System for EHR Question Answering
ACL 2019
Extraction of Lactation Frames from Drug Labels and LactMed
ACL 2019
Proceedings of the 2nd Clinical Natural Language Processing Workshop
NAACL 2019
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation
CVPR 2016
UTDHLT: COPACETIC System for Choosing Plausible Alternatives
SemEval 2012
UTD-SpRL: A Joint Approach to Spatial Role Labeling
SemEval 2012
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions
EMNLP 2011
UTDMet: Combining WordNet and Corpus Data for Argument Coercion Detection
SemEval 2010