PPaperPicks

Jack Gallifant

9 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3EMNLP ×2AAAI ×1ICLR ×1MICCAI ×1NAACL ×1

Frequent coauthors

Danielle S. Bitterman
×6
Shan Chen
×5
Leo Anthony Celi
×4
Hugo J. W. L. Aerts
×4
Thomas Hartvigsen
×3
Matthew B. A. McDermott
×2
David S. Restrepo
×2
Luis Filipe Nakayama
×2
João Matos
×2
An-Kwok Ian Wong
×2
Mingye Gao
×2
Pedro Moreira
×2

Papers

  1. ACES: Automatic Cohort Extraction System for Event-Stream Datasets
    ICLR 2025 ·
    Justin Xu
    , Jack Gallifant,
    Alistair E. W. Johnson
    ,
    Matthew B. A. McDermott
  2. KScope: A Framework for Characterizing the Knowledge Status of Language Models
    NeurIPS 2025 ·
    Yuxin Xiao
    ,
    Shan Chen
    , Jack Gallifant,
    Danielle S. Bitterman
    ,
    Tom Hartvigsen
    ,
    Marzyeh Ghassemi
  3. Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
    AAAI 2025 ·
    David S. Restrepo
    ,
    Chenwei Wu
    ,
    Zhengxu Tang
    ,
    Zitao Shuai
    ,
    Thao Nguyen Minh Phan
    ,
    Jun-En Ding
    ,
    Cong-Tinh Dao
    , Jack Gallifant,
    Robyn Gayle Dychiao
    ,
    Jose Carlo Artiaga
    ,
    André Hiroshi Bando
    ,
    Carolina Pelegrini Barbosa Gracitelli
    ,
    Vincenz Ferrer
    ,
    Leo Anthony Celi
    ,
    Danielle S. Bitterman
    ,
    Michael G. Morley
    ,
    Luis Filipe Nakayama
  4. Sparse Autoencoder Features for Classifications and Transferability
    EMNLP 2025 · Jack Gallifant,
    Shan Chen
    ,
    Kuleen Sasse
    ,
    Hugo J. W. L. Aerts
    ,
    Thomas Hartvigsen
    ,
    Danielle S. Bitterman
  5. WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
    NAACL 2025 ·
    João Matos
    ,
    Shan Chen
    ,
    Siena Placino
    ,
    Yingya Li
    ,
    Juan Carlos Climent Pardo
    ,
    Daphna Idan
    ,
    Takeshi Tohyama
    ,
    David S. Restrepo
    ,
    Luis Filipe Nakayama
    ,
    Jose M. M. Pascual-Leone
    ,
    Guergana K. Savova
    ,
    Hugo J. W. L. Aerts
    ,
    Leo Anthony Celi
    ,
    An-Kwok Ian Wong
    ,
    Danielle S. Bitterman
    , Jack Gallifant
  6. A Closer Look at AUROC and AUPRC under Class Imbalance
    NeurIPS 2024 ·
    Matthew B. A. McDermott
    ,
    Haoran Zhang
    ,
    Lasse Hyldig Hansen
    ,
    Giovanni Angelotti
    , Jack Gallifant
  7. Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
    NeurIPS 2024 ·
    Shan Chen
    , Jack Gallifant,
    Mingye Gao
    ,
    Pedro Moreira
    ,
    Nikolaj Munch
    ,
    Ajay Muthukkumar
    ,
    Arvind Rajan
    ,
    Jaya Kolluri
    ,
    Amelia Fiske
    ,
    Janna Hastings
    ,
    Hugo J. W. L. Aerts
    ,
    Brian Anthony
    ,
    Leo Anthony Celi
    ,
    William G. La Cava
    ,
    Danielle S. Bitterman
  8. EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models
    MICCAI 2024 ·
    João Matos
    , Jack Gallifant,
    Jian Pei
    ,
    An-Kwok Ian Wong
  9. Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
    EMNLP 2024 · Jack Gallifant,
    Shan Chen
    ,
    Pedro Moreira
    ,
    Nikolaj Munch
    ,
    Mingye Gao
    ,
    Jackson Pond
    ,
    Leo Anthony Celi
    ,
    Hugo J. W. L. Aerts
    ,
    Thomas Hartvigsen
    ,
    Danielle S. Bitterman