Jason Fries
7 papers · 2016–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π₯
Mega-Team
(43)
π
Trend Setter
Conferences
NIPS (4)
ACL (2)
SEMEVAL (1)
Top co-authors
Keywords
few-shot learning
(3)
electronic health record
(3)
zero-shot learning
(2)
medical imaging
(1)
named entity recognition
(1)
language modeling
(1)
multimodal learning
(1)
model pretraining
(1)
weak supervision
(1)
clinical prediction
(1)
instruction tuning
(1)
sequential datum
(1)
foundation model
(1)
zero-shot evaluation
(1)
task adaptation
(1)
clinical note
(1)
dataset curation
(1)
probabilistic label
(1)
biomedical natural language processing
(1)
label estimation
(1)
Papers
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
NIPS 2023
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
NIPS 2023
Efficient Diagnosis Assignment Using Unstructured Clinical Notes
ACL 2023
Dataset Debt in Biomedical Language Modeling
ACL 2022
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NIPS 2022
Multi-Resolution Weak Supervision for Sequential Data
NIPS 2019
Brundlefly at SemEval-2016 Task 12: Recurrent Neural Networks vs. Joint Inference for Clinical Temporal Information Extraction
SEMEVAL 2016