[Named Entity Recognition] Better Handling of Input Sentences

[dsleo]

This plugin is soooo dirty, need to clean up the last fixes.
In particular:

1. handle empty sequence separately,
2. do a proper chunk writing (at the moment, this is doing thing in memory, silly). For that need to set up the schema upfront (see here).

[du-phan]

For chunk writing, an example is here