Dalton Simancek

4 papers · 2024–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (10)

Venues

ACL (3) EACL (1)

Top co-authors

V.G.Vinod Vydiswaran (4) Hafizh Yusuf (1) David Belmonte (1) Valeria Fraga (1) Jun Gong (1) Shushun Ren (1) Neha Nair (1) Yifan Zheng (1)

Research topics

Artificial Intelligence (4) Core AI (3) Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Architectures (2) Core Methods (2) Understanding (2) Healthcare & Medicine (1) Security & Privacy (1) Applications (1) Clinical (1) Learning Paradigms (1) Privacy (1)

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

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 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