Kevin Lybarger
10 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π£ Hot Topic Early Bird π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
NAACL (3)
ACL (2)
COLING (2)
EACL (1)
EMNLP (1)
SEMEVAL (1)
Top co-authors
Keywords
information extraction
(5)
named entity recognition
(4)
text classification
(3)
patient experience
(3)
cognitive behavioral therapy
(2)
medical entity extraction
(2)
cognitive distortion
(2)
knowledge-augmented language model
(2)
social media mining
(2)
large language model
(2)
clinical text extraction
(1)
bert language model
(1)
information retrieval
(1)
electronic health record
(1)
in-context learning
(1)
clinical text mining
(1)
clinical natural language processing
(1)
data augmentation
(1)
aspect-based sentiment analysis
(1)
event extraction
(1)
Papers
DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation
EACL 2026
Capturing Patientsβ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction
NAACL 2025
Evaluating Health Question Answering Under Readability-Controlled Style Perturbations
EMNLP 2025
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models
COLING 2024
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods
COLING 2024
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning
ACL 2023
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models
ACL 2023
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models
SEMEVAL 2023
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation
NAACL 2022
Identifying Distorted Thinking in Patient-Therapist Text Message Exchanges by Leveraging Dynamic Multi-Turn Context
NAACL 2022