{"action":"created","issue":{"url":"https://api.github.com/repos/allenai/nlpstack/issues/131","labels_url":"https://api.github.com/repos/allenai/nlpstack/issues/131/labels{/name}","comments_url":"https://api.github.com/repos/allenai/nlpstack/issues/131/comments","events_url":"https://api.github.com/repos/allenai/nlpstack/issues/131/events","html_url":"https://github.com/allenai/nlpstack/pull/131","id":71435307,"number":131,"title":"Google Ngram based features","user":{"login":"sbhaktha","id":5631150,"avatar_url":"https://avatars.githubusercontent.com/u/5631150?v=3","gravatar_id":"","url":"https://api.github.com/users/sbhaktha","html_url":"https://github.com/sbhaktha","followers_url":"https://api.github.com/users/sbhaktha/followers","following_url":"https://api.github.com/users/sbhaktha/following{/other_user}","gists_url":"https://api.github.com/users/sbhaktha/gists{/gist_id}","starred_url":"https://api.github.com/users/sbhaktha/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sbhaktha/subscriptions","organizations_url":"https://api.github.com/users/sbhaktha/orgs","repos_url":"https://api.github.com/users/sbhaktha/repos","events_url":"https://api.github.com/users/sbhaktha/events{/privacy}","received_events_url":"https://api.github.com/users/sbhaktha/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":{"login":"mhrmm","id":1376035,"avatar_url":"https://avatars.githubusercontent.com/u/1376035?v=3","gravatar_id":"","url":"https://api.github.com/users/mhrmm","html_url":"https://github.com/mhrmm","followers_url":"https://api.github.com/users/mhrmm/followers","following_url":"https://api.github.com/users/mhrmm/following{/other_user}","gists_url":"https://api.github.com/users/mhrmm/gists{/gist_id}","starred_url":"https://api.github.com/users/mhrmm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mhrmm/subscriptions","organizations_url":"https://api.github.com/users/mhrmm/orgs","repos_url":"https://api.github.com/users/mhrmm/repos","events_url":"https://api.github.com/users/mhrmm/events{/privacy}","received_events_url":"https://api.github.com/users/mhrmm/received_events","type":"User","site_admin":false},"milestone":null,"comments":3,"created_at":"2015-04-28T00:14:18Z","updated_at":"2015-05-01T16:05:35Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/allenai/nlpstack/pulls/131","html_url":"https://github.com/allenai/nlpstack/pull/131","diff_url":"https://github.com/allenai/nlpstack/pull/131.diff","patch_url":"https://github.com/allenai/nlpstack/pull/131.patch"},"body":"@mhrmm : Here it is. Although only using unigrams (Nodes dataset) of the Google Ngram data, utility class has been coded to be general (if we want to use bigram/trigram based features in the future).\r\n\r\nFor any given token, the word associated with the token is looked up in the Google Ngram frequency map, filtered to just the ones matching the token's POS tag. Then a normalized frequency distribution of the various dependency labels for that word and that POS tag is used to generate the features."},"comment":{"url":"https://api.github.com/repos/allenai/nlpstack/issues/comments/98167119","html_url":"https://github.com/allenai/nlpstack/pull/131#issuecomment-98167119","issue_url":"https://api.github.com/repos/allenai/nlpstack/issues/131","id":98167119,"user":{"login":"mhrmm","id":1376035,"avatar_url":"https://avatars.githubusercontent.com/u/1376035?v=3","gravatar_id":"","url":"https://api.github.com/users/mhrmm","html_url":"https://github.com/mhrmm","followers_url":"https://api.github.com/users/mhrmm/followers","following_url":"https://api.github.com/users/mhrmm/following{/other_user}","gists_url":"https://api.github.com/users/mhrmm/gists{/gist_id}","starred_url":"https://api.github.com/users/mhrmm/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mhrmm/subscriptions","organizations_url":"https://api.github.com/users/mhrmm/orgs","repos_url":"https://api.github.com/users/mhrmm/repos","events_url":"https://api.github.com/users/mhrmm/events{/privacy}","received_events_url":"https://api.github.com/users/mhrmm/received_events","type":"User","site_admin":false},"created_at":"2015-05-01T16:05:35Z","updated_at":"2015-05-01T16:05:35Z","body":"First pass done. A couple comments."}}