Hello, i have entities in my training date with uppercase but when i parse with lowercase they are not recognized { “intent”: “B_Test-Entity - Food&Parser_Test-Flow-3&V24.0”, "entities": [ { "start": 0, "end": 5, "value": "Restaurante", "entity": "B_food" } ], "text": "Sushi" }, My pipeline-> language: “pt” pipeline: name: “tokenizer_whitespace” name: “intent_featurizer_count_vectors” “lowercase”: true “OOV_token”: None name: “ner_crf” features: [ [“low”,“upper”], [“bias”, “low”, “prefix5”, “prefix2”, “suffix5”, “suffix3”, “suffix2”, “upper”, “digit”, “pattern”], [“low”,“upper”] ] name: “intent_classifier_tensorflow_embedding” “random_seed”: 1 name: “ner_duckling_http” url: “ http://localhost:8000 ” locale: “pt_PT” timezone: “Europe/London” dimensions: [“amount-of-money”,“distance”,“duration”,“email”,“phone-number”,“quantity”,“temperature”,“time”,“url”,“volume”] for exemple: (works fine) I want Sushi restaurants (not working) I want sushi restaurants I want recognize the entity in both cases

Entities with lowercase are not recognized

zekeluther (zeke1111100) October 14, 2021, 8:38pm 4

The best answer for this question refer to this link: NER_CRF lower case - #13 by carla.lmeida

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