Danielle S. Bitterman

Venues

Frequent coauthors

Papers

1. KScope: A Framework for Characterizing the Knowledge Status of Language Models
   NeurIPS 2025 ·

   Yuxin Xiao

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2. Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
   AAAI 2025 ·

   David S. Restrepo

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3. Sparse Autoencoder Features for Classifications and Transferability
   EMNLP 2025 ·

   Jack Gallifant

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4. When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy
   EMNLP 2025 ·

   Jirui Qi

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5. WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
   NAACL 2025 ·

   João Matos

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6. Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
   NeurIPS 2024 ·

   Shan Chen

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7. Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
   EMNLP 2024 ·

   Jack Gallifant

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8. When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
   EMNLP 2024 ·

   Yanjun Gao

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