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---
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date: '2022-11-28T11:31:57'
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hypothesis-meta:
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created: '2022-11-28T11:31:57.626263+00:00'
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document:
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title:
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- Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training
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and Auxiliary Losses
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flagged: false
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group: __world__
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hidden: false
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id: RG4WUG8QEe2-tZ8v6nNOJA
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links:
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html: https://hypothes.is/a/RG4WUG8QEe2-tZ8v6nNOJA
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incontext: https://hyp.is/RG4WUG8QEe2-tZ8v6nNOJA/aclanthology.org/D19-1620.pdf
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json: https://hypothes.is/api/annotations/RG4WUG8QEe2-tZ8v6nNOJA
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permissions:
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admin:
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- acct:ravenscroftj@hypothes.is
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- acct:ravenscroftj@hypothes.is
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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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- NLProc
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- summarization
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- bandit
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- rl
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target:
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- selector:
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- end: 7922
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start: 7890
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type: TextPositionSelector
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- exact: BanditSum a hierarchical bi-LSTM
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prefix: S uses a CNN+bi-GRU encoder, and
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suffix: ". RNES\u2019s de-coder is auto-regres"
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type: TextQuoteSelector
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source: https://aclanthology.org/D19-1620.pdf
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text: Banditsum uses bi-directional LSTM encoding. It generates sentence-level representations
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updated: '2022-11-28T11:34:57.447988+00:00'
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uri: https://aclanthology.org/D19-1620.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://aclanthology.org/D19-1620.pdf
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tags:
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- NLProc
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- summarization
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- bandit
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- rl
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- hypothesis
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type: annotation
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url: /annotations/2022/11/28/1669635117
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---
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<blockquote>BanditSum a hierarchical bi-LSTM</blockquote>Banditsum uses bi-directional LSTM encoding. It generates sentence-level representations
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