64 lines
2.0 KiB
Markdown
64 lines
2.0 KiB
Markdown
---
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date: '2022-11-28T11:37:23'
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hypothesis-meta:
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created: '2022-11-28T11:37:23.032429+00:00'
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document:
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title:
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- 1809.09672.pdf
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flagged: false
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group: __world__
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hidden: false
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id: BmIgdm8REe2-umvTlBFiag
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links:
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html: https://hypothes.is/a/BmIgdm8REe2-umvTlBFiag
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incontext: https://hyp.is/BmIgdm8REe2-umvTlBFiag/arxiv.org/pdf/1809.09672.pdf
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json: https://hypothes.is/api/annotations/BmIgdm8REe2-umvTlBFiag
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permissions:
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admin:
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- acct:ravenscroftj@hypothes.is
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delete:
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- acct:ravenscroftj@hypothes.is
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read:
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- group:__world__
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update:
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- acct:ravenscroftj@hypothes.is
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tags:
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- rl
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- bandit
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- NLProc
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- summarization
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target:
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- selector:
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- end: 10812
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start: 10640
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type: TextPositionSelector
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- exact: "Extractive summarization may be regarded as acontextual bandit as follows.\
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\ Each document is acontext, and each ordered subset of a document\u2019ssentences\
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\ is a different action"
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prefix: h ev-ery episode has length one.
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suffix: . Formally, assumethat each cont
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type: TextQuoteSelector
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source: https://arxiv.org/pdf/1809.09672.pdf
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text: We can represent extractive summarization as a bandit problem by treating
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the document as the context and possible reorderings of sentences as actions an
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agent could take
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updated: '2022-11-28T11:37:23.032429+00:00'
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uri: https://arxiv.org/pdf/1809.09672.pdf
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user: acct:ravenscroftj@hypothes.is
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user_info:
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display_name: James Ravenscroft
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in-reply-to: https://arxiv.org/pdf/1809.09672.pdf
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tags:
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- rl
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- bandit
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- NLProc
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- summarization
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- hypothesis
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type: annotation
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url: /annotations/2022/11/28/1669635443
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---
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<blockquote>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</blockquote>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 |