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Yi-An Lai

Amazon AWS AI Labs

ensemble

distillation

model update

regression error

backward compatibility

model upgrade

regression errors

4

presentations

2

number of views

SHORT BIO

Applied Scientist at AWS AI Labs, conducting applied research and developing applications in Conversational AI.

Presentations

Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion

Yi-An Lai

Efficient Domain Adaptation of Language Models via Adaptive Tokenization

Vin Sachidananda and 2 other authors

Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates

YUQING XIE and 4 other authors

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