Danielle Bitterman
8 papers · 2020–2025 · 3 venues · across top CS/AI venues
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large language model
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medical imaging
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in-context learning
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question answering
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named entity recognition
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clinical text mining
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sparse autoencoder
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electronic health record
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Papers
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
AAAI 2025
Sparse Autoencoder Features for Classifications and Transferability
EMNLP 2025
When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy
EMNLP 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
NAACL 2025
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
EMNLP 2024
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
EMNLP 2024
Measuring Pointwise π±-Usable Information In-Context-ly
EMNLP 2023
Extracting Relations between Radiotherapy Treatment Details
EMNLP 2020