Michalopoulos, George

1. ICDBigBird: A Contextual Embedding Model for ICD Code Classification
   2022/04/21 by Michalopoulos, George, Malyska, Michal, Sahar, Nicola +2 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual\n Embeddings Using the Unified Medical Language System Metathesaurus
   2020/10/20 by George Michalopoulos, Michalopoulos, George, Yuanxin Wang +7 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
3. LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research
   2025/06/19 by Yan, Shuo, Li, Ruochen, Luo, Ziming +11 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution
   2021/07/11 by George Michalopoulos, Michalopoulos, George, Ian McKillop +5 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
5. Record fusion: A learning approach
   2020/06/18 by Alireza Heidari, George Michalopoulos, Heidari, Alireza +7 · 1 citation
   Computer Science · Decision Sciences · Medicine · #Anomaly Detection Techniques and Applications #Data Quality and Management #Data-Driven Disease Surveillance #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
   2025/07/07 by Corbeil, Jean-Philippe, Abacha, Asma Ben, Michalopoulos, George +12 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences