George Michalopoulos
8 papers · 2020–2025 · 3 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🌍 Conference Polyglot · Bronze
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The Questioner
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(52)
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Research topics
Natural Language Processing
(8)
Healthcare & Medicine
(5)
Clinical
(5)
Machine Learning
(4)
Deep Learning
(3)
Applications
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Application Areas
(2)
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(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Understanding
(2)
Computer Science
(1)
Keywords
contextual embedding
(3)
clinical documentation
(2)
large language model
(2)
named entity recognition
(2)
unified medical language system
(2)
domain adaptation
(2)
speech transcription
(1)
text summarization
(1)
text classification
(1)
convolutional neural network
(1)
language model
(1)
evaluation metric
(1)
hallucination detection
(1)
code synthesis
(1)
abstractive summarization
(1)
knowledge graph embedding
(1)
llm agent
(1)
semantic similarity
(1)
knowledge integration
(1)
graph convolutional network
(1)
Papers
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
EMNLP 2025
LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research
EMNLP 2025
An Investigation of Evaluation Methods in Automatic Medical Note Generation
ACL 2023
ICDBigBird: A Contextual Embedding Model for ICD Code Classification
ACL 2022
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution
ACL 2022
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations
EMNLP 2022
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus
NAACL 2021
Where’s the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data
EMNLP 2020