Dalton Simancek
4 papers · 2024–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
ACL (3)
EACL (1)
Top co-authors
Research topics
Keywords
named entity recognition
(3)
text classification
(2)
bert model
(2)
clinical text
(1)
span extraction
(1)
clinical entity extraction
(1)
health record
(1)
social media mining
(1)
large language model
(1)
adverse drug event
(1)
substance use detection
(1)
patient privacy
(1)
natural language processing
(1)
markov-based pseudonymization
(1)
markov chain
(1)
electronic health record
(1)
Papers
LHS712_ADENotGood at #SMM4H 2024 Task 1: Deep-LLMADEminer: A deep learning and LLM pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter
ACL 2024
LHS712NV at #SMM4H 2024 Task 4: Using BERT to classify Reddit posts on non-medical substance use
ACL 2024
712forTask7 at #SMM4H 2024 Task 7: Classifying Spanish Tweets Annotated by Humans versus Machines with BETO Models
ACL 2024
Handling Name Errors of a BERT-Based De-Identification System: Insights from Stratified Sampling and Markov-based Pseudonymization
EACL 2024