{"action":"closed","issue":{"url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/857","repository_url":"https://api.github.com/repos/RasaHQ/rasa_nlu","labels_url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/857/labels{/name}","comments_url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/857/comments","events_url":"https://api.github.com/repos/RasaHQ/rasa_nlu/issues/857/events","html_url":"https://github.com/RasaHQ/rasa_nlu/issues/857","id":298495266,"number":857,"title":"Entity recognition with ner_mitie component","user":{"login":"bhaskarvarman","id":35215834,"avatar_url":"https://avatars1.githubusercontent.com/u/35215834?v=4","gravatar_id":"","url":"https://api.github.com/users/bhaskarvarman","html_url":"https://github.com/bhaskarvarman","followers_url":"https://api.github.com/users/bhaskarvarman/followers","following_url":"https://api.github.com/users/bhaskarvarman/following{/other_user}","gists_url":"https://api.github.com/users/bhaskarvarman/gists{/gist_id}","starred_url":"https://api.github.com/users/bhaskarvarman/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/bhaskarvarman/subscriptions","organizations_url":"https://api.github.com/users/bhaskarvarman/orgs","repos_url":"https://api.github.com/users/bhaskarvarman/repos","events_url":"https://api.github.com/users/bhaskarvarman/events{/privacy}","received_events_url":"https://api.github.com/users/bhaskarvarman/received_events","type":"User","site_admin":false},"labels":[{"id":461549567,"url":"https://api.github.com/repos/RasaHQ/rasa_nlu/labels/question","name":"question","color":"cc317c","default":true},{"id":594197342,"url":"https://api.github.com/repos/RasaHQ/rasa_nlu/labels/windows","name":"windows","color":"d4c5f9","default":false}],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-02-20T07:28:49Z","updated_at":"2018-02-28T16:17:40Z","closed_at":"2018-02-28T16:17:40Z","author_association":"NONE","body":"Rasa NLU version : 0.11.3\r\n\r\nUsed backend / pipeline : mitie_sklearn\r\n\r\nOperating system : Win\r\n\r\nIssue : I have defined some entities and have given the synonyms in the \"entity_synonyms\" section in training data file. After training the data, I started nlu server and tried to test using curl. All the intents are being identified as expected. But I'm facing issues with entity extraction. The ner_mitie extractor is identifying the expected entities but additionally it identifies partial matches which is starting to become the issue. It even takes small words like \"in\", \"at\", \"hello\", etc as entity if the entity values are matching partially(3 letters out of 8 letter word). Is there a way to control this behavior?\r\n\r\nAlternately, I used spacy_sklearn and it does not pick the enitites as expected so I'm leaning towards using Mitie as it is giving better responses but with the above mentioned problem. Please let me know what you think.\r\n\r\nThank you!"}}
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