Gregory Yauney
5 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Learning Types
(1)
Keywords
pretraining data
(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 Pretrainer’s 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