EvolvR: Self-Evolving Pairwise Reasoning for Story Evaluation to Enhance Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Xinda, Hou, Zhengxu, Zhang, Yangshijie, Yan, Bingren, Liu, Jialin, Zhao, Chenzhuo, Yang, Zhibo, Yang, Bin-Bin, Xiao, Feng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Triviality Corrected Endogenous Reward
by: Wang, Xinda, et al.
Published: (2026)
by: Wang, Xinda, et al.
Published: (2026)
Deep Self-Evolving Reasoning
by: Liu, Zihan, et al.
Published: (2025)
by: Liu, Zihan, et al.
Published: (2025)
TASE: Token Awareness and Structured Evaluation for Multilingual Language Models
by: Zhao, Chenzhuo, et al.
Published: (2025)
by: Zhao, Chenzhuo, et al.
Published: (2025)
Style Attack Disguise: When Fonts Become a Camouflage for Adversarial Intent
by: Zhang, Yangshijie, et al.
Published: (2025)
by: Zhang, Yangshijie, et al.
Published: (2025)
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
Verilog-Evolve: Feedback-Driven and Skill-Evolving Verilog Generation
by: Pei, Zehua, et al.
Published: (2026)
by: Pei, Zehua, et al.
Published: (2026)
On the Generalization Gap in Self-Evolving Language Model Reasoning
by: Qi, Zhenting, et al.
Published: (2026)
by: Qi, Zhenting, et al.
Published: (2026)
NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation
by: Liu, Maoqi, et al.
Published: (2025)
by: Liu, Maoqi, et al.
Published: (2025)
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
by: Sun, Hao, et al.
Published: (2023)
by: Sun, Hao, et al.
Published: (2023)
CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges
by: Wang, Zi-Han, et al.
Published: (2026)
by: Wang, Zi-Han, et al.
Published: (2026)
EvolveSearch: An Iterative Self-Evolving Search Agent
by: Zhang, Dingchu, et al.
Published: (2025)
by: Zhang, Dingchu, et al.
Published: (2025)
STAGE: A Full-Screenplay Benchmark for Reasoning over Evolving Storie
by: Tian, Qiuyu, et al.
Published: (2026)
by: Tian, Qiuyu, et al.
Published: (2026)
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models
by: Zhao, Chenzhuo, et al.
Published: (2025)
by: Zhao, Chenzhuo, et al.
Published: (2025)
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
by: Ouyang, Siru, et al.
Published: (2025)
by: Ouyang, Siru, et al.
Published: (2025)
Generalizable Self-Evolving Memory for Automatic Prompt Optimization
by: Liang, Guanbao, et al.
Published: (2026)
by: Liang, Guanbao, et al.
Published: (2026)
LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
R-Zero: Self-Evolving Reasoning LLM from Zero Data
by: Huang, Chengsong, et al.
Published: (2025)
by: Huang, Chengsong, et al.
Published: (2025)
EvoWiki: Evaluating LLMs on Evolving Knowledge
by: Tang, Wei, et al.
Published: (2024)
by: Tang, Wei, et al.
Published: (2024)
StoryAlign: Evaluating and Training Reward Models for Story Generation
by: Xia, Haotian, et al.
Published: (2026)
by: Xia, Haotian, et al.
Published: (2026)
Self-Evolved Reward Learning for LLMs
by: Huang, Chenghua, et al.
Published: (2024)
by: Huang, Chenghua, et al.
Published: (2024)
On Safety Risks in Experience-Driven Self-Evolving Agents
by: Zhao, Weixiang, et al.
Published: (2026)
by: Zhao, Weixiang, et al.
Published: (2026)
MemGen: Weaving Generative Latent Memory for Self-Evolving Agents
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
by: Zhang, Haozhen, et al.
Published: (2026)
by: Zhang, Haozhen, et al.
Published: (2026)
Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences
by: Zhang, Yangshijie
Published: (2025)
by: Zhang, Yangshijie
Published: (2025)
Rethinking Experience Utilization in Self-Evolving Language Model Agents
by: Zhao, Weixiang, et al.
Published: (2026)
by: Zhao, Weixiang, et al.
Published: (2026)
MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation
by: He, Junlin, et al.
Published: (2026)
by: He, Junlin, et al.
Published: (2026)
Language Models as Continuous Self-Evolving Data Engineers
by: Wang, Peidong, et al.
Published: (2024)
by: Wang, Peidong, et al.
Published: (2024)
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
by: Yang, Yifan, et al.
Published: (2026)
by: Yang, Yifan, et al.
Published: (2026)
Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models
by: Singh, Joykirat, et al.
Published: (2025)
by: Singh, Joykirat, et al.
Published: (2025)
MetaGen: Self-Evolving Roles and Topologies for Multi-Agent LLM Reasoning
by: Wang, Yimeng, et al.
Published: (2026)
by: Wang, Yimeng, et al.
Published: (2026)
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
by: Guan, Xinyu, et al.
Published: (2025)
by: Guan, Xinyu, et al.
Published: (2025)
Learning to Self-Evolve
by: Chen, Xiaoyin, et al.
Published: (2026)
by: Chen, Xiaoyin, et al.
Published: (2026)
Diving into Self-Evolving Training for Multimodal Reasoning
by: Liu, Wei, et al.
Published: (2024)
by: Liu, Wei, et al.
Published: (2024)
Auto-Evolve: Enhancing Large Language Model's Performance via Self-Reasoning Framework
by: Aswani, Krishna, et al.
Published: (2024)
by: Aswani, Krishna, et al.
Published: (2024)
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
by: Wan, Guangya, et al.
Published: (2025)
by: Wan, Guangya, et al.
Published: (2025)
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner
by: Gao, Jinglong, et al.
Published: (2024)
by: Gao, Jinglong, et al.
Published: (2024)
SPELL: Self-Play Reinforcement Learning for Evolving Long-Context Language Models
by: Yang, Ziyi, et al.
Published: (2025)
by: Yang, Ziyi, et al.
Published: (2025)
Self-Evolving LLM Memory Extraction Across Heterogeneous Tasks
by: Yang, Yuqing, et al.
Published: (2026)
by: Yang, Yuqing, et al.
Published: (2026)
Retrieval as Reasoning: Self-Evolving Agent-Native Retrieval via LLM-Wiki
by: Ming, Haoliang, et al.
Published: (2026)
by: Ming, Haoliang, et al.
Published: (2026)
iReasoner: Trajectory-Aware Intrinsic Reasoning Supervision for Self-Evolving Large Multimodal Models
by: Sunil, Meghana, et al.
Published: (2026)
by: Sunil, Meghana, et al.
Published: (2026)
Similar Items
-
Triviality Corrected Endogenous Reward
by: Wang, Xinda, et al.
Published: (2026) -
Deep Self-Evolving Reasoning
by: Liu, Zihan, et al.
Published: (2025) -
TASE: Token Awareness and Structured Evaluation for Multilingual Language Models
by: Zhao, Chenzhuo, et al.
Published: (2025) -
Style Attack Disguise: When Fonts Become a Camouflage for Adversarial Intent
by: Zhang, Yangshijie, et al.
Published: (2025) -
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)