Gregory Yauney
5 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(16)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Trend Setter
Conferences
EMNLP (3)
MLHC (1)
NAACL (1)
Top co-authors
Keywords
pretraining datum
(2)
language model
(2)
domain adaptation
(1)
unsupervised clustering
(1)
masked language model
(1)
text representation
(1)
visual grounding
(1)
downstream task
(1)
data quality
(1)
multimodal document
(1)
distribution alignment
(1)
image-text alignment
(1)
clinical trial
(1)
classification task
(1)
computational learning theory
(1)
temporal shift
(1)
document similarity
(1)
visual document analysis
(1)
treatment optimization
(1)
lexical grounding
(1)
Papers
A Pretrainerβs Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
NAACL 2024
Data Similarity is Not Enough to Explain Language Model Performance
EMNLP 2023
Comparing Text Representations: A Theory-Driven Approach
EMNLP 2021
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents
EMNLP 2020
Reinforcement Learning with Action-Derived Rewards for Chemotherapy and Clinical Trial Dosing Regimen Selection
MLHC 2018