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jsbaan (Joris Baan) · GitHub
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Joris Baan jsbaan
PhD Candidate in Machine Learning and Natural Language Processing
-
University of Amsterdam
- Amsterdam
- jorisbaan.nl
- @jsbaan
Highlights
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transformer-from-scratch
transformer-from-scratch PublicWell documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.
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calibration-on-disagreement-data
calibration-on-disagreement-data PublicCode accompanying the EMNLP 2022 paper "Stop Measuring Calibration When Humans Disagree" in which we show problems with popular calibration metrics like ECE in settings where more than one answer i…
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dmg-illc/nlg-uncertainty-probes
dmg-illc/nlg-uncertainty-probes PublicCode to probe Natural Language Generation (NLG) systems for their uncertainty, and to evaluate it against human production variability (i.e., aleatoric uncertainty)
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ai-app-from-scratch
ai-app-from-scratch PublicDesigning, building, deploying, and scaling an AI-powered chat application from scratch. Full control over the language model, infrastructure, data and cost. Codebase and 2-part blog series.
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