Jack Gallifant
7 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
EMNLP (2)
NIPS (2)
AAAI (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
zero-shot learning
(1)
benchmark evaluation
(1)
algorithmic fairness
(1)
domain adaptation
(1)
feature extraction
(1)
medical imaging
(1)
question answering
(1)
named entity recognition
(1)
multimodal learning
(1)
bias detection
(1)
class imbalance
(1)
area under curve
(1)
vision language model
(1)
zero-shot transfer
(1)
sparse autoencoder
(1)
multimodal language model
(1)
robustness evaluation
(1)
biomedical text
(1)
data contamination
(1)
Papers
Sparse Autoencoder Features for Classifications and Transferability
EMNLP 2025
ACES: Automatic Cohort Extraction System for Event-Stream Datasets
ICLR 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
NAACL 2025
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
AAAI 2025
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
EMNLP 2024
A Closer Look at AUROC and AUPRC under Class Imbalance
NIPS 2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
NIPS 2024