Samuel Carton
Assistant Professor at University of New Hampshire
Greater Boston United States
Summary
👤
Senior🎓
Top SchoolSamuel Carton is an assistant professor of computer science at the University of New Hampshire with 11 years of experience bridging academic research and practical NLP. His work focuses on interpretable natural language processing, developing and evaluating explanations to improve human–model collaboration and soliciting human explanations to make models more robust and accurate. He completed a PhD in Information Science at the University of Michigan and held postdoctoral positions at Colorado Boulder and the University of Chicago, plus an internship at Microsoft Research Cambridge. Based in Greater Boston, he blends rigorous experimental methods with applied concerns about usability and trust in AI, often exploring how explanation elicitation from annotators can surface biases and improve model reliability.
10 years of coding experience
5 years of employment as a software developer
PhD, Information Science, PhD, Information Science at University of MichiganBS, Computer Science, BS, Computer Science at Northwestern University
Github Skills (18)
expansion2
sentiment-analysis2
machine-learning1
python1
language-processing1
numpy1
datasets1
pytorch1
evaluation1
data-science1
pandas1
open-access1
nlp1
spacy1
deep-learning1
Github contributions (5)
shcarton/shcarton.github.io
Apr 2020 - Apr 2022
Contributions:18 pushes, 1 branch in 1 year 11 months
rathoreanirudh/datasets
Oct 2020 - Oct 2020
🤗 Fast, efficient, open-access datasets and evaluation metrics for Natural Language Processing and more in PyTorch, TensorFlow, NumPy and Pandas
Contributions:14 reviews, 14 comments in 1 day
pythonopen-accessbertlanguage-processingsentiment-analysis
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