George Michalopoulos

24 papers A* 1A 2Journal 10Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications.
EMNLP (Industry Track)
Jean-Philippe Corbeil, Asma Ben Abacha, George Michalopoulos, Phillip Swazinna, Miguel A. del Agua, Jérôme Tremblay, Akila Jeeson Daniel, Cari Bader, Kevin Cho, Pooja Krishnan, Nathan Bodenstab, Thomas Lin, Wenxuan Teng, François Beaulieu, Paul Vozila
2025 J jnl
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications.
CoRR
Jean-Philippe Corbeil, Asma Ben Abacha, George Michalopoulos, Phillip Swazinna, Miguel A. del Agua, Jérôme Tremblay, Akila Jeeson Daniel, Cari Bader, Yu-Cheng Cho, Pooja Krishnan, Nathan Bodenstab, Thomas Lin, Wenxuan Teng, François Beaulieu, Paul Vozila
2025 A* conf
LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.
EMNLP
Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, Juntong Ni, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du
2025 J jnl
LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.
CoRR
Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du
2023 — conf
An Investigation of Evaluation Methods in Automatic Medical Note Generation.
ACL (Findings)
Asma Ben Abacha, Wen-Wai Yim, George Michalopoulos, Thomas Lin
2023 J jnl
An Investigation of Evaluation Metrics for Automated Medical Note Generation.
CoRR
Asma Ben Abacha, Wen-Wai Yim, George Michalopoulos, Thomas Lin
2022 — conf
ICDBigBird: A Contextual Embedding Model for ICD Code Classification.
BioNLP@ACL
George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen
2022 J jnl
ICDBigBird: A Contextual Embedding Model for ICD Code Classification.
CoRR
George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen
2022 — conf
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution.
ACL (1)
George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen
2022 — conf
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations.
EMNLP (Findings)
George Michalopoulos, Kyle Williams, Gagandeep Singh, Thomas Lin
2022 — conf
Pretrained Neural Networks Accurately Identify Cancer Recurrence in Medical Record.
MIE
Hussam Kaka, George Michalopoulos, Sujan Subendran, Kathleen Decker, Pascal Lambert, Marshall Pitz, Harminder Singh, Helen H. Chen
2021 J jnl
Cohort Characteristics and Factors Associated with Cannabis Use among Adolescents in Canada Using Pattern Discovery and Disentanglement Method.
CoRR
Peiyuan Zhou, Andrew K. C. Wong, Yang Yang, Scott T. Leatherdale, Kate Battista, Zahid A. Butt, George Michalopoulos, Helen H. Chen
2021 — conf
Federated Deep Learning Architecture for Personalized Healthcare.
MIE
Helen H. Chen, Shubhankar Mohapatra, George Michalopoulos, Xi He, Ian McKillop
2021 J jnl
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution.
CoRR
George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen
2021 — conf
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus.
NAACL-HLT
George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong
2020 — conf
Automatic Extraction of Risk Factors for Dialysis Patients from Clinical Notes Using Natural Language Processing Techniques.
MIE
George Michalopoulos, Hammad Qazi, Alexander Wong, Zahid A. Butt, Helen H. Chen
2020 J jnl
Record fusion: A learning approach.
CoRR
Alireza Heidari, George Michalopoulos, Shrinu Kushagra, Ihab F. Ilyas, Theodoros Rekatsinas
2020 — conf
Revealing Common and Rare Patterns for Peritoneal Dialysis Eligibility Decisions with Association Discovery and Disentanglement.
BIBM
Peiyuan Zhou, Andrew K. C. Wong, George Michalopoulos, Robert R. Quinn, Matthew J. Oliver, Yang Yang, Zahid A. Butt, Helen H. Chen
2020 J jnl
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus.
CoRR
George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong
2020 — conf
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data.
ClinicalNLP@EMNLP
George Michalopoulos, Helen H. Chen, Alexander Wong
2020 J jnl
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data.
CoRR
George Michalopoulos, Helen H. Chen, Alexander Wong
2016 A conf
Engineering Oracles for Time-Dependent Road Networks.
ALENEX
Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis
2015 A conf
Analysis and Experimental Evaluation of Time-Dependent Distance Oracles.
ALENEX
Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis
2015 J jnl
Engineering Oracles for Time-Dependent Road Networks.
CoRR
Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis