Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories
Fuente:
arXiv
Guardado en:
| Autores principales: | Lu, Sidi, Liang, Zhenwen, Ma, Dongyang, Wang, Yan, Mi, Haitao, Yu, Dong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning
por: Panaganti, Kishan, et al.
Publicado: (2026)
por: Panaganti, Kishan, et al.
Publicado: (2026)
Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
por: Liu, Haolin, et al.
Publicado: (2026)
por: Liu, Haolin, et al.
Publicado: (2026)
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering
por: Liang, Zhenwen, et al.
Publicado: (2025)
por: Liang, Zhenwen, et al.
Publicado: (2025)
Guided Self-Evolving LLMs with Minimal Human Supervision
por: Yu, Wenhao, et al.
Publicado: (2025)
por: Yu, Wenhao, et al.
Publicado: (2025)
Verified Critical Step Optimization for LLM Agents
por: Li, Mukai, et al.
Publicado: (2026)
por: Li, Mukai, et al.
Publicado: (2026)
Free(): Learning to Forget in Malloc-Only Reasoning Models
por: Zheng, Yilun, et al.
Publicado: (2026)
por: Zheng, Yilun, et al.
Publicado: (2026)
EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving
por: Li, Mukai, et al.
Publicado: (2025)
por: Li, Mukai, et al.
Publicado: (2025)
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation
por: Ma, Junyu, et al.
Publicado: (2025)
por: Ma, Junyu, et al.
Publicado: (2025)
Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation
por: Zhou, Yujun, et al.
Publicado: (2025)
por: Zhou, Yujun, et al.
Publicado: (2025)
DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification
por: Liu, Rui, et al.
Publicado: (2026)
por: Liu, Rui, et al.
Publicado: (2026)
The End of Manual Decoding: Towards Truly End-to-End Language Models
por: Wang, Zhichao, et al.
Publicado: (2025)
por: Wang, Zhichao, et al.
Publicado: (2025)
Stable and Efficient Single-Rollout RL for Multimodal Reasoning
por: Liu, Rui, et al.
Publicado: (2025)
por: Liu, Rui, et al.
Publicado: (2025)
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
por: Dai, Runpeng, et al.
Publicado: (2025)
por: Dai, Runpeng, et al.
Publicado: (2025)
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows
por: Yao, Wenlin, et al.
Publicado: (2024)
por: Yao, Wenlin, et al.
Publicado: (2024)
WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model
por: Fang, Tianqing, et al.
Publicado: (2025)
por: Fang, Tianqing, et al.
Publicado: (2025)
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data
por: Liang, Zhenwen, et al.
Publicado: (2026)
por: Liang, Zhenwen, et al.
Publicado: (2026)
Dual-Uncertainty Guided Policy Learning for Multimodal Reasoning
por: Liu, Rui, et al.
Publicado: (2025)
por: Liu, Rui, et al.
Publicado: (2025)
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models
por: Yu, Dian, et al.
Publicado: (2024)
por: Yu, Dian, et al.
Publicado: (2024)
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
por: Zhang, Zhihan, et al.
Publicado: (2024)
por: Zhang, Zhihan, et al.
Publicado: (2024)
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
por: Zhang, Ziyin, et al.
Publicado: (2025)
por: Zhang, Ziyin, et al.
Publicado: (2025)
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models
por: Das, Souvik, et al.
Publicado: (2024)
por: Das, Souvik, et al.
Publicado: (2024)
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
por: He, Zhiwei, et al.
Publicado: (2025)
por: He, Zhiwei, et al.
Publicado: (2025)
Inconsistent dialogue responses and how to recover from them
por: Zhang, Mian, et al.
Publicado: (2024)
por: Zhang, Mian, et al.
Publicado: (2024)
DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains
por: Liang, Tian, et al.
Publicado: (2025)
por: Liang, Tian, et al.
Publicado: (2025)
VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models
por: Zhang, Ce, et al.
Publicado: (2025)
por: Zhang, Ce, et al.
Publicado: (2025)
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
por: Fang, Tianqing, et al.
Publicado: (2025)
por: Fang, Tianqing, et al.
Publicado: (2025)
Don't Throw Away Your Pretrained Model
por: Feng, Shangbin, et al.
Publicado: (2025)
por: Feng, Shangbin, et al.
Publicado: (2025)
Using LLM to select the right SQL Query from candidates
por: Li, Zhenwen, et al.
Publicado: (2024)
por: Li, Zhenwen, et al.
Publicado: (2024)
Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning
por: Liang, Zhenwen, et al.
Publicado: (2025)
por: Liang, Zhenwen, et al.
Publicado: (2025)
Teaching LLMs to Refine with Tools
por: Yu, Dian, et al.
Publicado: (2024)
por: Yu, Dian, et al.
Publicado: (2024)
Scaling Synthetic Data Creation with 1,000,000,000 Personas
por: Ge, Tao, et al.
Publicado: (2024)
por: Ge, Tao, et al.
Publicado: (2024)
WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms
por: Zhang, Zhisong, et al.
Publicado: (2025)
por: Zhang, Zhisong, et al.
Publicado: (2025)
Block-Attention for Efficient Prefilling
por: Ma, Dongyang, et al.
Publicado: (2024)
por: Ma, Dongyang, et al.
Publicado: (2024)
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation
por: Li, Xiangci, et al.
Publicado: (2024)
por: Li, Xiangci, et al.
Publicado: (2024)
Collaborative decoding of critical tokens for boosting factuality of large language models
por: Jin, Lifeng, et al.
Publicado: (2024)
por: Jin, Lifeng, et al.
Publicado: (2024)
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
por: Gutiérrez, Bernal Jiménez, et al.
Publicado: (2025)
por: Gutiérrez, Bernal Jiménez, et al.
Publicado: (2025)
Every Question Has Its Own Value: Reinforcement Learning with Explicit Human Values
por: Yu, Dian, et al.
Publicado: (2025)
por: Yu, Dian, et al.
Publicado: (2025)
SCM: Enhancing Large Language Model with Self-Controlled Memory Framework
por: Wang, Bing, et al.
Publicado: (2023)
por: Wang, Bing, et al.
Publicado: (2023)
Towards Principled Design of Mixture-of-Experts Language Models under Memory and Inference Constraints
por: Liew, Seng Pei, et al.
Publicado: (2026)
por: Liew, Seng Pei, et al.
Publicado: (2026)
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models
por: Farahani, Mehrdad, et al.
Publicado: (2024)
por: Farahani, Mehrdad, et al.
Publicado: (2024)
Ejemplares similares
-
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning
por: Panaganti, Kishan, et al.
Publicado: (2026) -
Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
por: Liu, Haolin, et al.
Publicado: (2026) -
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering
por: Liang, Zhenwen, et al.
Publicado: (2025) -
Guided Self-Evolving LLMs with Minimal Human Supervision
por: Yu, Wenhao, et al.
Publicado: (2025) -
Verified Critical Step Optimization for LLM Agents
por: Li, Mukai, et al.
Publicado: (2026)