Methods › Reinforcement Learning › Offline Reinforcement Learning Methods › DPO › Papers, page 5
Direct Preference Optimization
DPO
Papers archive 2025-07-28
archive papers tagged: 409 · with a code link: 184 · where Syntology ran a sample: 112 (98 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (112 of 409 tagged: 98 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)
Page 5 of 5: papers 401 to 409 of 409, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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A General Theoretical Paradigm to Understand Learning from Human Preferences 18 Oct 2023 · 1 repository · arXiv:2310.12036
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Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model 13 Oct 2023 · 1 repository · arXiv:2310.09089Syntology official (archive's flag): 2 ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Improving Summarization with Human Edits 9 Oct 2023 · 2 repositories · arXiv:2310.05857Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Automatic Pair Construction for Contrastive Post-training 3 Oct 2023 · 1 repository · arXiv:2310.02263
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Parameter-Efficient Tuning Helps Language Model Alignment 1 Oct 2023 · 0 repositories · arXiv:2310.00819
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Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints 28 Sep 2023 · 1 repository · arXiv:2309.16240Syntology 16 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 17 harvested samples) · 1 pointer-only (licence)
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Statistical Rejection Sampling Improves Preference Optimization 13 Sep 2023 · 0 repositories · arXiv:2309.06657
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Making Large Language Models Better Reasoners with Alignment 5 Sep 2023 · 0 repositories · arXiv:2309.02144
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Direct Preference Optimization: Your Language Model is Secretly a Reward Model 29 May 2023 · 29 repositories · arXiv:2305.18290Syntology 25 ran (of which 1 constructed an object rather than computing a result; 24 with no instrument failure: 0 honoured, 0 violated, 24 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 31 harvested samples) · 2 pointer-only (licence)