Preference Optimization
![[论文评述] Curriculum Direct Preference Optimization for Diffusion and ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/curriculum-direct-preference-optimization-for-diffusion-and-consistency-models-1.png "Preference Optimization")
![[论文评述] GroupDPO: Memory efficient Group-wise Direct Preference Optimization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/groupdpo-memory-efficient-group-wise-direct-preference-optimization-1.png "Preference Optimization")
![[2410.20305] Accelerating Direct Preference Optimization with Prefix ...](https://ar5iv.labs.arxiv.org/html/2410.20305/assets/figures/prefix_sharing.png "Preference Optimization")
![[論文レビュー] SWEPO: Simultaneous Weighted Preference Optimization for Group ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/swepo-simultaneous-weighted-preference-optimization-for-group-contrastive-alignment-1.png "Preference Optimization")
![[论文评述] Neural Combinatorial Optimization via Preference Optimization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/neural-combinatorial-optimization-via-preference-optimization-1.png "Preference Optimization")
![[논문 리뷰] Diverse Preference Optimization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/diverse-preference-optimization-0.png "Preference Optimization")
![[논문 리뷰] On the Role of Preference Variance in Preference Optimization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/on-the-role-of-preference-variance-in-preference-optimization-1.png "Preference Optimization")
![[论文评述] Probability-Consistent Preference Optimization for Enhanced LLM ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/probability-consistent-preference-optimization-for-enhanced-llm-reasoning-1.png "Preference Optimization")
![[论文评述] Preference Optimization for Combinatorial Optimization Problems](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/preference-optimization-for-combinatorial-optimization-problems-2.png "Preference Optimization")
![[논문 리뷰] Multi-Response Preference Optimization with Augmented Ranking ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/multi-response-preference-optimization-with-augmented-ranking-dataset-3.png "Preference Optimization")
![[論文レビュー] Discovering Preference Optimization Algorithms with and for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/discovering-preference-optimization-algorithms-with-and-for-large-language-models-1.png "Preference Optimization")
![[论文评述] Creative Preference Optimization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/creative-preference-optimization-1.png "Preference Optimization")
![[논문 리뷰] Self-Evolved Preference Optimization for Enhancing Mathematical ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/self-evolved-preference-optimization-for-enhancing-mathematical-reasoning-in-small-language-models-1.png "Preference Optimization")
![[论文评述] ORPO-Distill: Mixed-Policy Preference Optimization for Cross ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/orpo-distill-mixed-policy-preference-optimization-for-cross-architecture-llm-distillation-1.png "Preference Optimization")
![[논문 리뷰] DSPO: Direct Semantic Preference Optimization for Real-World ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/dspo-direct-semantic-preference-optimization-for-real-world-image-super-resolution-0.png "Preference Optimization")
![[论文评述] Robust Preference Optimization: Aligning Language Models with ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/robust-preference-optimization-aligning-language-models-with-noisy-preference-feedback-1.png "Preference Optimization")
![[2402.19085] Controllable Preference Optimization: Toward Controllable ...](https://ar5iv.labs.arxiv.org/html/2402.19085/assets/x2.png "Preference Optimization")
![[논문 리뷰] Self-supervised Preference Optimization: Enhance Your Language ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/self-supervised-preference-optimization-enhance-your-language-model-with-preference-degree-awareness-1.png "Preference Optimization")
![[Revisión de artículo] Right Now, Wrong Then: Non-Stationary Direct ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/right-now-wrong-then-non-stationary-direct-preference-optimization-under-preference-drift-1.png "Preference Optimization")
![[2407.16216] A Comprehensive Survey of LLM Alignment Techniques: RLHF ...](https://ar5iv.labs.arxiv.org/html/2407.16216/assets/figures/Optimization.png "Preference Optimization")
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