My bot is not able to identify a few locations which are mentioned in the lookup file. I tried different nlu pipelines : CRF entity extractor is able to identify locations when provided in sentences ( I want to travel to NYC) and DIET cannot. But both of them are not able to identify locations provided alone.
For example: user : search trains bot : enter Source location user : NYC
For such cases, the location should be provided without any neighboring words. Few locations in such cases are misclassified to another intent. Is it a problem of lookup connection or features for the language. I tried using with and without Spacy featurizer for Telugu language.
I have added lots of samples under the related intent. Annotations are proper. I have also tried using roles for Entities. Reduced the size of lookup file.
Is there any way to connect lookup file, how to solve this?