Methods › Reinforcement Learning › Reinforcement Learning Frameworks › SCST
Self-critical Sequence Training
SCST
Introduced by Steven J. Rennie et al. in Self-critical Sequence Training for Image Captioning
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
12 shown of 12, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Group Relative Policy Optimization for Image Captioning 3 Mar 2025 · 0 repositories · arXiv:2503.01333
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Explainable Semantic Communication for Text Tasks 22 Mar 2023 · 0 repositories · arXiv:2303.12286
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Self-critical Sequence Training for Automatic Speech Recognition 13 Apr 2022 · 0 repositories · arXiv:2204.06260
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Partially-Supervised Novel Object Captioning Leveraging Context from Paired Data 10 Sep 2021 · 0 repositories · arXiv:2109.05115
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ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models 27 Aug 2021 · 1 repository · arXiv:2108.12472Syntology ran 0 of 1 samples · 1 unverified
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ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning 25 Jan 2021 · 0 repositories · arXiv:2101.09865
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B-SCST: Bayesian Self-Critical Sequence Training for Image Captioning 6 Apr 2020 · 0 repositories · arXiv:2004.02435
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Adversarial Semantic Alignment for Improved Image Captions 1 Jun 2019 · 0 repositories
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Improved Adversarial Image Captioning 27 Mar 2019 · 0 repositories
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A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization 9 May 2018 · 0 repositories · arXiv:1805.03616
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Adversarial Semantic Alignment for Improved Image Captions 30 Apr 2018 · 0 repositories · arXiv:1805.00063
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Self-critical Sequence Training for Image Captioning 2 Dec 2016 · 31 repositories · arXiv:1612.00563Syntology ran 8 of 13 samples · 5 unverified · 3 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 30 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections