{"action":"created","issue":{"url":"https://api.github.com/repos/marian-nmt/marian/issues/207","repository_url":"https://api.github.com/repos/marian-nmt/marian","labels_url":"https://api.github.com/repos/marian-nmt/marian/issues/207/labels{/name}","comments_url":"https://api.github.com/repos/marian-nmt/marian/issues/207/comments","events_url":"https://api.github.com/repos/marian-nmt/marian/issues/207/events","html_url":"https://github.com/marian-nmt/marian/issues/207","id":354092674,"node_id":"MDU6SXNzdWUzNTQwOTI2NzQ=","number":207,"title":"Machine Translation Marathon - Project ideas?","user":{"login":"emjotde","id":1083125,"node_id":"MDQ6VXNlcjEwODMxMjU=","avatar_url":"https://avatars3.githubusercontent.com/u/1083125?v=4","gravatar_id":"","url":"https://api.github.com/users/emjotde","html_url":"https://github.com/emjotde","followers_url":"https://api.github.com/users/emjotde/followers","following_url":"https://api.github.com/users/emjotde/following{/other_user}","gists_url":"https://api.github.com/users/emjotde/gists{/gist_id}","starred_url":"https://api.github.com/users/emjotde/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/emjotde/subscriptions","organizations_url":"https://api.github.com/users/emjotde/orgs","repos_url":"https://api.github.com/users/emjotde/repos","events_url":"https://api.github.com/users/emjotde/events{/privacy}","received_events_url":"https://api.github.com/users/emjotde/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":54,"created_at":"2018-08-26T12:54:01Z","updated_at":"2018-09-04T22:26:48Z","closed_at":null,"author_association":"MEMBER","body":"Hi all,\r\nWe will be at the Machine Translation Marathon in Prague. Do you guys have ideas or demands for a fun project to propose?"},"comment":{"url":"https://api.github.com/repos/marian-nmt/marian/issues/comments/418537995","html_url":"https://github.com/marian-nmt/marian/issues/207#issuecomment-418537995","issue_url":"https://api.github.com/repos/marian-nmt/marian/issues/207","id":418537995,"node_id":"MDEyOklzc3VlQ29tbWVudDQxODUzNzk5NQ==","user":{"login":"hanyh","id":4370517,"node_id":"MDQ6VXNlcjQzNzA1MTc=","avatar_url":"https://avatars1.githubusercontent.com/u/4370517?v=4","gravatar_id":"","url":"https://api.github.com/users/hanyh","html_url":"https://github.com/hanyh","followers_url":"https://api.github.com/users/hanyh/followers","following_url":"https://api.github.com/users/hanyh/following{/other_user}","gists_url":"https://api.github.com/users/hanyh/gists{/gist_id}","starred_url":"https://api.github.com/users/hanyh/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/hanyh/subscriptions","organizations_url":"https://api.github.com/users/hanyh/orgs","repos_url":"https://api.github.com/users/hanyh/repos","events_url":"https://api.github.com/users/hanyh/events{/privacy}","received_events_url":"https://api.github.com/users/hanyh/received_events","type":"User","site_admin":false},"created_at":"2018-09-04T22:26:48Z","updated_at":"2018-09-04T22:26:48Z","author_association":"NONE","body":"I too think the lexical  constrained decoding is quite useful, like this http://aclweb.org/anthology/N18-2081.pdf\r\nAnd the more faster implementaion using dymanic beam allocation : https://arxiv.org/pdf/1804.06609v1.pdf\r\nThis is supported in Sockeye  https://github.com/awslabs/sockeye/tree/master/tutorials/constraints\r\n"}}
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