Copertina

LamPO: A Lambda Style Policy Optimization for Reasoning Language Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	arXiv, Redacted by
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

LambdaPO: A Lambda Style Policy Optimization for Reasoning Language Models
di: arXiv, Redacted by
Pubblicazione: (2026)

The Llama 4 Herd: Architecture, Training, Evaluation, and Deployment Notes
di: arXiv, Redacted by
Pubblicazione: (2026)

Removed by arXiv
di: arXiv, Removed by
Pubblicazione: (2023)

HiPO: Hybrid Policy Optimization for Dynamic Reasoning in LLMs
di: Deng, Ken, et al.
Pubblicazione: (2025)

Authorship Style Transfer with Policy Optimization
di: Liu, Shuai, et al.
Pubblicazione: (2024)

PrAg-PO: Prompt Augmented Policy Optimization for Robust and Diverse Mathematical Reasoning
di: Lu, Wenquan, et al.
Pubblicazione: (2026)

CiPO: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization
di: Li, Junyi, et al.
Pubblicazione: (2026)

StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning
di: Wang, Daoyu, et al.
Pubblicazione: (2026)

Combining On-Policy Optimization and Distillation for Long-Context Reasoning in Large Language Models
di: Ramos, Miguel Moura, et al.
Pubblicazione: (2026)

RePO: Replay-Enhanced Policy Optimization
di: Li, Siheng, et al.
Pubblicazione: (2025)

AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment
di: Deng, Ruibo, et al.
Pubblicazione: (2025)

SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models
di: Rao, Jun, et al.
Pubblicazione: (2025)

Lambdas at the Far Edge: a Tale of Flying Lambdas and Lambdas on Wheels
di: Audrito, Giorgio, et al.
Pubblicazione: (2026)

AT$^2$PO: Agentic Turn-based Policy Optimization via Tree Search
di: Zong, Zefang, et al.
Pubblicazione: (2026)

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
di: Li, Yizhi, et al.
Pubblicazione: (2025)

ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
di: Yoon, Hee Suk, et al.
Pubblicazione: (2025)

DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models
di: Chen, Ruizhe, et al.
Pubblicazione: (2025)

ComPO: Community Preferences for Language Model Personalization
di: Kumar, Sachin, et al.
Pubblicazione: (2024)

Style over Substance: Distilled Language Models Reason Via Stylistic Replication
di: Lippmann, Philip, et al.
Pubblicazione: (2025)

StyleBench: Evaluating Speech Language Models on Conversational Speaking Style Control
di: Zhao, Haishu, et al.
Pubblicazione: (2026)

Perception-Aware Policy Optimization for Multimodal Reasoning
di: Wang, Zhenhailong, et al.
Pubblicazione: (2025)

BFS-PO: Best-First Search for Large Reasoning Models
di: Parascandolo, Fiorenzo, et al.
Pubblicazione: (2026)

Relative Score Policy Optimization for Diffusion Language Models
di: Yu, Zichao, et al.
Pubblicazione: (2026)

Scaling Policy Compliance Assessment in Language Models with Policy Reasoning Traces
di: Imperial, Joseph Marvin, et al.
Pubblicazione: (2025)

Harmony in Diversity: Multi-domain Contrastive Policy Optimization for Large Reasoning Models
di: Yu, Zongji, et al.
Pubblicazione: (2026)

PrefPO: Pairwise Preference Prompt Optimization
di: Singhal, Rahul, et al.
Pubblicazione: (2026)

GFlowPO: Generative Flow Network as a Language Model Prompt Optimizer
di: Cho, Junmo, et al.
Pubblicazione: (2026)

Foresight Optimization for Strategic Reasoning in Large Language Models
di: Wang, Jiashuo, et al.
Pubblicazione: (2026)

Optimizing Language Model's Reasoning Abilities with Weak Supervision
di: Tong, Yongqi, et al.
Pubblicazione: (2024)

MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework
di: Qi, Yupeng, et al.
Pubblicazione: (2025)

SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation
di: Xu, Ting, et al.
Pubblicazione: (2025)

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning
di: Kang, Minki, et al.
Pubblicazione: (2026)

HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization
di: Huang, Chengyu, et al.
Pubblicazione: (2025)

Composing Policy Gradients and Prompt Optimization for Language Model Programs
di: Ziems, Noah, et al.
Pubblicazione: (2025)

Lax Modal Lambda Calculi
di: Valliappan, Nachiappan
Pubblicazione: (2025)

Beyond Token-Level Policy Gradients for Complex Reasoning with Large Language Models
di: Xu, Mufan, et al.
Pubblicazione: (2026)

KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
di: Zhang, Ruizhe, et al.
Pubblicazione: (2024)

Style Vectors for Steering Generative Large Language Model
di: Konen, Kai, et al.
Pubblicazione: (2024)

Replacing Language Model for Style Transfer
di: Cheng, Pengyu, et al.
Pubblicazione: (2022)

TAPO: Translation Augmented Policy Optimization for Multilingual Mathematical Reasoning
di: Huang, Xu, et al.
Pubblicazione: (2026)