{"action":"created","issue":{"url":"https://api.github.com/repos/nltk/nltk/issues/1163","labels_url":"https://api.github.com/repos/nltk/nltk/issues/1163/labels{/name}","comments_url":"https://api.github.com/repos/nltk/nltk/issues/1163/comments","events_url":"https://api.github.com/repos/nltk/nltk/issues/1163/events","html_url":"https://github.com/nltk/nltk/pull/1163","id":110826789,"number":1163,"title":"Add flag to use Stanford neural dependency parser","user":{"login":"futurulus","id":933453,"avatar_url":"https://avatars.githubusercontent.com/u/933453?v=3","gravatar_id":"","url":"https://api.github.com/users/futurulus","html_url":"https://github.com/futurulus","followers_url":"https://api.github.com/users/futurulus/followers","following_url":"https://api.github.com/users/futurulus/following{/other_user}","gists_url":"https://api.github.com/users/futurulus/gists{/gist_id}","starred_url":"https://api.github.com/users/futurulus/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/futurulus/subscriptions","organizations_url":"https://api.github.com/users/futurulus/orgs","repos_url":"https://api.github.com/users/futurulus/repos","events_url":"https://api.github.com/users/futurulus/events{/privacy}","received_events_url":"https://api.github.com/users/futurulus/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":3,"created_at":"2015-10-11T01:10:23Z","updated_at":"2015-10-11T15:02:30Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/nltk/nltk/pulls/1163","html_url":"https://github.com/nltk/nltk/pull/1163","diff_url":"https://github.com/nltk/nltk/pull/1163.diff","patch_url":"https://github.com/nltk/nltk/pull/1163.patch"},"body":"Adds a flag (`use_nndep=True`) to `nltk.parse.stanford.StanfordDependencyParser` to use @danqi's neural network&ndash;based dependency parser (http://nlp.stanford.edu/software/nndep.shtml). Also makes `DependencyGraph` correctly read CONLL representations with non-consecutive token ids (needed for correct output on one of the existing Stanford dependency parser doctests).\r\n\r\nNote the jar requirement and speed tradeoffs in the first commit."},"comment":{"url":"https://api.github.com/repos/nltk/nltk/issues/comments/147208170","html_url":"https://github.com/nltk/nltk/pull/1163#issuecomment-147208170","issue_url":"https://api.github.com/repos/nltk/nltk/issues/1163","id":147208170,"user":{"login":"stevenbird","id":55406,"avatar_url":"https://avatars.githubusercontent.com/u/55406?v=3","gravatar_id":"","url":"https://api.github.com/users/stevenbird","html_url":"https://github.com/stevenbird","followers_url":"https://api.github.com/users/stevenbird/followers","following_url":"https://api.github.com/users/stevenbird/following{/other_user}","gists_url":"https://api.github.com/users/stevenbird/gists{/gist_id}","starred_url":"https://api.github.com/users/stevenbird/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/stevenbird/subscriptions","organizations_url":"https://api.github.com/users/stevenbird/orgs","repos_url":"https://api.github.com/users/stevenbird/repos","events_url":"https://api.github.com/users/stevenbird/events{/privacy}","received_events_url":"https://api.github.com/users/stevenbird/received_events","type":"User","site_admin":false},"created_at":"2015-10-11T15:02:30Z","updated_at":"2015-10-11T15:02:30Z","body":"This sounds like a good way to go. Do you think you could update your PR?"}}