PPaperPicks

Danielle S. Bitterman

8 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

EMNLP ×4NeurIPS ×2AAAI ×1NAACL ×1

Frequent coauthors

Shan Chen
×7
Jack Gallifant
×6
Leo Anthony Celi
×4
Hugo J. W. L. Aerts
×4
Thomas Hartvigsen
×3
David S. Restrepo
×2
Luis Filipe Nakayama
×2
Mingye Gao
×2
Pedro Moreira
×2
Nikolaj Munch
×2
Yuxin Xiao
×1
Marzyeh Ghassemi
×1

Papers

  1. 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
  2. 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
  3. 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
  4. When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy
    EMNLP 2025 ·
    Jirui Qi
    ,
    Shan Chen
    ,
    Zidi Xiong
    ,
    Raquel Fernández
    , Danielle S. Bitterman,
    Arianna Bisazza
  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. 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
  7. 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
  8. When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
    EMNLP 2024 ·
    Yanjun Gao
    ,
    Skatje Myers
    ,
    Shan Chen
    ,
    Dmitriy Dligach
    ,
    Timothy A. Miller
    , Danielle S. Bitterman,
    Matthew M. Churpek
    ,
    Majid Afshar