Online Learning. Online Trainer Module: Difference between revisions
Created page with "=== Online Learning. Online Trainer Module === The Online Trainer Module is an optional feature allowing ongoing engine customization and refinement in the installed engines. A common use in industry of natural language processing neural engines is providing initial hypotheses, which are later supervised and post-edited by a human expert. During this revision process, new training data is continuously generated, and the experts’ corrections are excellent material for..." |
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The Online Trainer module implements two functionalities: | The Online Trainer module implements two functionalities: | ||
* Receive user corrected data and use it to incrementally improve the neural engine and | |||
Revision as of 08:48, 8 February 2022
Online Learning. Online Trainer Module
The Online Trainer Module is an optional feature allowing ongoing engine customization and refinement in the installed engines.
A common use in industry of natural language processing neural engines is providing initial hypotheses, which are later supervised and post-edited by a human expert. During this revision process, new training data is continuously generated, and the experts’ corrections are excellent material for the engine to learn from error, providing high-priority human-approved statistics. Engines can benefit from these new data, incrementally updating the underlying models under an online learning paradigm. Therefore, the systems are continuously adapting to a given domain or user.
The Online Trainer module implements two functionalities:
- Receive user corrected data and use it to incrementally improve the neural engine and