{"action":"opened","issue":{"url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/1321","repository_url":"https://api.github.com/repos/RasaHQ/rasa_nlu","labels_url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/1321/labels{/name}","comments_url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/1321/comments","events_url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/1321/events","html_url":"https://github.com/RasaHQ/rasa_nlu/issues/1321","id":351207787,"node_id":"MDU6SXNzdWUzNTEyMDc3ODc=","number":1321,"title":"Entity Recognition does not work properly.","user":{"login":"azizullah2017","id":31694122,"node_id":"MDQ6VXNlcjMxNjk0MTIy","avatar_url":"https://avatars1.githubusercontent.com/u/31694122?v=4","gravatar_id":"","url":"https://api.github.com/users/azizullah2017","html_url":"https://github.com/azizullah2017","followers_url":"https://api.github.com/users/azizullah2017/followers","following_url":"https://api.github.com/users/azizullah2017/following{/other_user}","gists_url":"https://api.github.com/users/azizullah2017/gists{/gist_id}","starred_url":"https://api.github.com/users/azizullah2017/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/azizullah2017/subscriptions","organizations_url":"https://api.github.com/users/azizullah2017/orgs","repos_url":"https://api.github.com/users/azizullah2017/repos","events_url":"https://api.github.com/users/azizullah2017/events{/privacy}","received_events_url":"https://api.github.com/users/azizullah2017/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-08-16T13:33:56Z","updated_at":"2018-08-16T13:33:56Z","closed_at":null,"author_association":"NONE","body":"\r\n**Rasa NLU version**: 0.13.1\r\n\r\n**Operating system** (ubuntu 17.10.):\r\n\r\n**Content of model configuration file**:\r\n```yml\r\nlanguage: \"en\"\r\n\r\npipeline:\r\n- name: \"nlp_spacy\"\r\n  model: \"en\"\r\n- name: \"tokenizer_whitespace\"\r\n- name: \"tokenizer_spacy\"\r\n- name: \"ner_synonyms\"\r\n- name: \"ner_crf\"\r\n- name: \"intent_entity_featurizer_regex\"\r\n  BILOU_flag: true\r\n  features:\r\n    # features for word before token\r\n    - [\"low\"]\r\n    # features of token itself\r\n    - [\"bias\", \"low\", \"prefix5\", \"prefix2\", \"suffix3\", \"suffix2\", \"digit\", \"pattern\"]\r\n    # features for word after the token we want to tag\r\n    - [\"low\"]\r\n  max_iterations: 50\r\n  L1_c: 0.1\r\n  L2_c: 0.1\r\n- name: \"intent_featurizer_spacy\"\r\n- name: \"intent_featurizer_count_vectors\"\r\n- name: \"intent_classifier_tensorflow_embedding\"\r\n- name: \"intent_classifier_sklearn\"\r\n\r\n```\r\n\r\n**Issue**:\r\nThe entities are not recognized in all test sentences. \r\nSome it recognize the entity, some time it does not ?\r\n\r\nHow much training instances do I need to train to recognize properly ?"}}
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