From 02cd404a63e92a99e024c31435cac7a42026642e Mon Sep 17 00:00:00 2001 From: ravenscroftj Date: Mon, 28 Nov 2022 11:45:04 +0000 Subject: [PATCH] Add 'brainsteam/content/annotations/2022/11/28/1669635443.md' --- .../annotations/2022/11/28/1669635443.md | 64 +++++++++++++++++++ 1 file changed, 64 insertions(+) create mode 100644 brainsteam/content/annotations/2022/11/28/1669635443.md diff --git a/brainsteam/content/annotations/2022/11/28/1669635443.md b/brainsteam/content/annotations/2022/11/28/1669635443.md new file mode 100644 index 0000000..591fc5e --- /dev/null +++ b/brainsteam/content/annotations/2022/11/28/1669635443.md @@ -0,0 +1,64 @@ +--- +date: '2022-11-28T11:37:23' +hypothesis-meta: + created: '2022-11-28T11:37:23.032429+00:00' + document: + title: + - 1809.09672.pdf + flagged: false + group: __world__ + hidden: false + id: BmIgdm8REe2-umvTlBFiag + links: + html: https://hypothes.is/a/BmIgdm8REe2-umvTlBFiag + incontext: https://hyp.is/BmIgdm8REe2-umvTlBFiag/arxiv.org/pdf/1809.09672.pdf + json: https://hypothes.is/api/annotations/BmIgdm8REe2-umvTlBFiag + permissions: + admin: + - acct:ravenscroftj@hypothes.is + delete: + - acct:ravenscroftj@hypothes.is + read: + - group:__world__ + update: + - acct:ravenscroftj@hypothes.is + tags: + - rl + - bandit + - NLProc + - summarization + target: + - selector: + - end: 10812 + start: 10640 + type: TextPositionSelector + - exact: "Extractive summarization may be regarded as acontextual bandit as follows.\ + \ Each document is acontext, and each ordered subset of a document\u2019ssentences\ + \ is a different action" + prefix: h ev-ery episode has length one. + suffix: . Formally, assumethat each cont + type: TextQuoteSelector + source: https://arxiv.org/pdf/1809.09672.pdf + text: We can represent extractive summarization as a bandit problem by treating + the document as the context and possible reorderings of sentences as actions an + agent could take + updated: '2022-11-28T11:37:23.032429+00:00' + uri: https://arxiv.org/pdf/1809.09672.pdf + user: acct:ravenscroftj@hypothes.is + user_info: + display_name: James Ravenscroft +in-reply-to: https://arxiv.org/pdf/1809.09672.pdf +tags: +- rl +- bandit +- NLProc +- summarization +- hypothesis +type: annotation +url: /annotations/2022/11/28/1669635443 + +--- + + + +
Extractive summarization may be regarded as acontextual bandit as follows. Each document is acontext, and each ordered subset of a document’ssentences is a different action
We can represent extractive summarization as a bandit problem by treating the document as the context and possible reorderings of sentences as actions an agent could take \ No newline at end of file