nan.ai Natural Language Understanding (NLU) is an open source machine learning model built for nan.ai (a grassroots agent platform for microinsurance) support chatbot. This module transforms a user utterance into a machine understandable units i.e. a predefined semantic frame as a precursor to intent identification.
The nan.ai NLU ML Model has two components:
- Semantic parsing -
- Intent recognition -
You can participate by (1) reporting bugs or (2) suggesting improvements on implementation. To explore our ML service, you can use the existing notebooks available here or export model by (insert instructions here).
Alongside our open source initiative, we are also open sourcing related datasets, nan.ai English-Filipino Corpus Open Data, to help you explore and train this model.
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Data
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Evaluation
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Setup
nanai-ml-nlu is licensed under the Apache License 2.0