InteliWISE PL
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Train AI - doskonalenie rozpoznawania
For enhanced training, InteliWISE offers NLP tools that enables automated classification of intents and entities (based on Machine Learning).
This technology offers:
- a natural language processing tool for intent classification and entity extraction in chatbots
- advantages are:
- You don’t have to hand over all your training data to Google, Microsoft, Amazon, or Facebook
- You can tweak and customize models for your training data
- You don’t have to make an extra network request for every message that comes in.
Training with intelligent tools
- 1.Loading the system with the batch of questions and responses, that IntelWISE NLP had processed before,
- 2.The load is processed (lemmatized, cleaned),
- 3.The Model is being trained,
- 4.The model is loaded with the list of Query Miss (unresponded questions),
- 5.The model generates the best matching responses (up to 3 responses) with the matching ratio.
Looking for Unrecognized utterance (Query Miss, unresponded questions)
Training is performed.
ML Engine is also providing a ’Dismiss’ suggestion to utterances that are not relevant to the model.
ML Engine is delivering suggested matches, with the Accuracy % ratio.
The context of the matched suggestion is shown. It helps to precisely train the model.
The knowledge expert now is asked to confirm the suggestion from the match.
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