Geometric-Averaged Preference Optimization for Soft Preference Labels
Fuente:
arXiv
Saved in:
| Main Authors: | Furuta, Hiroki, Lee, Kuang-Huei, Gu, Shixiang Shane, Matsuo, Yutaka, Faust, Aleksandra, Zen, Heiga, Gur, Izzeddin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
by: Furuta, Hiroki, et al.
Published: (2023)
by: Furuta, Hiroki, et al.
Published: (2023)
Multimodal Web Navigation with Instruction-Finetuned Foundation Models
by: Furuta, Hiroki, et al.
Published: (2023)
by: Furuta, Hiroki, et al.
Published: (2023)
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
by: Gur, Izzeddin, et al.
Published: (2023)
by: Gur, Izzeddin, et al.
Published: (2023)
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback
by: Furuta, Hiroki, et al.
Published: (2024)
by: Furuta, Hiroki, et al.
Published: (2024)
Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
by: Minegishi, Gouki, et al.
Published: (2025)
by: Minegishi, Gouki, et al.
Published: (2025)
Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
by: Minegishi, Gouki, et al.
Published: (2025)
by: Minegishi, Gouki, et al.
Published: (2025)
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
by: Lee, Kuang-Huei, et al.
Published: (2024)
by: Lee, Kuang-Huei, et al.
Published: (2024)
Collective Intelligence for 2D Push Manipulations with Mobile Robots
by: Kuroki, So, et al.
Published: (2022)
by: Kuroki, So, et al.
Published: (2022)
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models
by: Chow, Yinlam, et al.
Published: (2024)
by: Chow, Yinlam, et al.
Published: (2024)
FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings
by: Liu, Tong, et al.
Published: (2025)
by: Liu, Tong, et al.
Published: (2025)
Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials
by: Furuta, Hiroki, et al.
Published: (2024)
by: Furuta, Hiroki, et al.
Published: (2024)
Creative Preference Optimization
by: Ismayilzada, Mete, et al.
Published: (2025)
by: Ismayilzada, Mete, et al.
Published: (2025)
On the Role of Preference Variance in Preference Optimization
by: Guo, Jiacheng, et al.
Published: (2025)
by: Guo, Jiacheng, et al.
Published: (2025)
Preference Packing: Efficient Preference Optimization for Large Language Models
by: Cho, Jaekyung
Published: (2026)
by: Cho, Jaekyung
Published: (2026)
CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences
by: Pokharel, Rhitabrat, et al.
Published: (2025)
by: Pokharel, Rhitabrat, et al.
Published: (2025)
ORPO: Monolithic Preference Optimization without Reference Model
by: Hong, Jiwoo, et al.
Published: (2024)
by: Hong, Jiwoo, et al.
Published: (2024)
Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models
by: Gu, Yanggan, et al.
Published: (2025)
by: Gu, Yanggan, et al.
Published: (2025)
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning
by: Azad, Abdus Salam, et al.
Published: (2022)
by: Azad, Abdus Salam, et al.
Published: (2022)
Weights-Rotated Preference Optimization for Large Language Models
by: Yang, Chenxu, et al.
Published: (2025)
by: Yang, Chenxu, et al.
Published: (2025)
Multiplayer Nash Preference Optimization
by: Wu, Fang, et al.
Published: (2025)
by: Wu, Fang, et al.
Published: (2025)
Iterative Reasoning Preference Optimization
by: Pang, Richard Yuanzhe, et al.
Published: (2024)
by: Pang, Richard Yuanzhe, et al.
Published: (2024)
Accelerated Preference Optimization for Large Language Model Alignment
by: He, Jiafan, et al.
Published: (2024)
by: He, Jiafan, et al.
Published: (2024)
Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
by: Minegishi, Gouki, et al.
Published: (2025)
by: Minegishi, Gouki, et al.
Published: (2025)
Orthogonal Finetuning for Direct Preference Optimization
by: Yang, Chenxu, et al.
Published: (2024)
by: Yang, Chenxu, et al.
Published: (2024)
SGPO: Self-Generated Preference Optimization based on Self-Improver
by: Lee, Hyeonji, et al.
Published: (2025)
by: Lee, Hyeonji, et al.
Published: (2025)
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness
by: Li, Jian, et al.
Published: (2024)
by: Li, Jian, et al.
Published: (2024)
Preference Ranking Optimization for Human Alignment
by: Song, Feifan, et al.
Published: (2023)
by: Song, Feifan, et al.
Published: (2023)
Token-level Direct Preference Optimization
by: Zeng, Yongcheng, et al.
Published: (2024)
by: Zeng, Yongcheng, et al.
Published: (2024)
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation
by: Kang, Deokhyung, et al.
Published: (2025)
by: Kang, Deokhyung, et al.
Published: (2025)
VPO: Leveraging the Number of Votes in Preference Optimization
by: Cho, Jae Hyeon, et al.
Published: (2024)
by: Cho, Jae Hyeon, et al.
Published: (2024)
Self-Play Preference Optimization for Language Model Alignment
by: Wu, Yue, et al.
Published: (2024)
by: Wu, Yue, et al.
Published: (2024)
Not All Preferences are What You Need for Post-Training: Selective Alignment Strategy for Preference Optimization
by: Dong, Zhijin
Published: (2025)
by: Dong, Zhijin
Published: (2025)
Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision
by: Ye, Yaowen, et al.
Published: (2025)
by: Ye, Yaowen, et al.
Published: (2025)
Stable Preference Optimization: A Bilevel Approach to Catastrophic Preference Shift
by: Jian, Chengtao, et al.
Published: (2025)
by: Jian, Chengtao, et al.
Published: (2025)
AMPO: Active Multi-Preference Optimization for Self-play Preference Selection
by: Gupta, Taneesh, et al.
Published: (2025)
by: Gupta, Taneesh, et al.
Published: (2025)
Understanding Emergent Misalignment via Feature Superposition Geometry
by: Minegishi, Gouki, et al.
Published: (2026)
by: Minegishi, Gouki, et al.
Published: (2026)
Filtered Direct Preference Optimization
by: Morimura, Tetsuro, et al.
Published: (2024)
by: Morimura, Tetsuro, et al.
Published: (2024)
Direct Preference Optimization with an Offset
by: Amini, Afra, et al.
Published: (2024)
by: Amini, Afra, et al.
Published: (2024)
Self-Consistency Preference Optimization
by: Prasad, Archiki, et al.
Published: (2024)
by: Prasad, Archiki, et al.
Published: (2024)
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
by: Li, Shilong, et al.
Published: (2024)
by: Li, Shilong, et al.
Published: (2024)
Similar Items
-
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
by: Furuta, Hiroki, et al.
Published: (2023) -
Multimodal Web Navigation with Instruction-Finetuned Foundation Models
by: Furuta, Hiroki, et al.
Published: (2023) -
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
by: Gur, Izzeddin, et al.
Published: (2023) -
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback
by: Furuta, Hiroki, et al.
Published: (2024) -
Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
by: Minegishi, Gouki, et al.
Published: (2025)