64 lines
2.0 KiB
Markdown
64 lines
2.0 KiB
Markdown
|
---
|
|||
|
|
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
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
|
|||
|
|
|
|||
|
|
<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
|