{"action":"opened","issue":{"url":"https://api.github.com/repos/fchollet/keras/issues/2103","repository_url":"https://api.github.com/repos/fchollet/keras","labels_url":"https://api.github.com/repos/fchollet/keras/issues/2103/labels{/name}","comments_url":"https://api.github.com/repos/fchollet/keras/issues/2103/comments","events_url":"https://api.github.com/repos/fchollet/keras/issues/2103/events","html_url":"https://github.com/fchollet/keras/issues/2103","id":143952328,"number":2103,"title":"Feeding LSTM embeddings from one task to train another LSTM","user":{"login":"ngopee","id":9159446,"avatar_url":"https://avatars.githubusercontent.com/u/9159446?v=3","gravatar_id":"","url":"https://api.github.com/users/ngopee","html_url":"https://github.com/ngopee","followers_url":"https://api.github.com/users/ngopee/followers","following_url":"https://api.github.com/users/ngopee/following{/other_user}","gists_url":"https://api.github.com/users/ngopee/gists{/gist_id}","starred_url":"https://api.github.com/users/ngopee/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ngopee/subscriptions","organizations_url":"https://api.github.com/users/ngopee/orgs","repos_url":"https://api.github.com/users/ngopee/repos","events_url":"https://api.github.com/users/ngopee/events{/privacy}","received_events_url":"https://api.github.com/users/ngopee/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":0,"created_at":"2016-03-28T11:10:27Z","updated_at":"2016-03-28T11:10:27Z","closed_at":null,"body":"Hello,\r\n\r\nThe title might sound a bit confusing but I am trying to do some form of deep learning with LSTM. So, I am first training an LSTM to predict Part of Speech(POS) and I want to take the embeddings produce by training this POS LSTM layer and feed it to another LSTM to do some other form of tagging. I would like to know how I should proceed with feeding the embeddings from the POS LSTM later to the other tagging LSTM layer.\r\n\r\nPS. What I want to achieve by doing so is when I train the POS layer, the output embeddings will have the POS features encoded which would be useful for my other tagging tasks.\r\n\r\nThanks!\r\n\r\n@fchollet @farizrahman4u "}}