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Amit Beka

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The NLU OrchestraPyData Warsaw 20192019-12-12
Claims that linear pipelines fail for real conversations and replaces them with a DAG of micro-models that each expose a small, standardized output contract so…
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Annotating data the right wayPyData Amsterdam 20192019-05-10
Decide by concrete outcomes: uses Prodigy as the annotation tool, measures label quality with Kappa score and targets roughly 80% agreement, and prefers…
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