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Pluto Zhou

CL-bench: A Benchmark for Context Learning
2026 · Dou, Shihan, Zhang, Ming, et al. · arXiv (Cornell University) · 2
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Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation
2026 · Changze Lv, Jie Zhou, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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Zero-Shot and Few-Shot Hydrogen Demand Forecasting with Time Series Foundation Models
2026 · Yang Liu, Bin Chong, et al. · ACM Transactions on Knowledge Discovery from Data
EvolveScaler: Synthesizing Information-Evolution Contexts via Executable State Machines and Natural-Language Rendering
2026 · Zhao, Ziliang, Xu, Zenan, et al. · arXiv (Cornell University)
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Agents in the Large: Perception-Centered Architecture for Persistent Agents
2026 · Dou, Shihan, Jia, Haoxiang, et al. · arXiv (Cornell University)
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Certified Multi-Turn Robustness for LLM Safety via Compositional Bounds and Safety Persistence
2026 · Liu, Yang, Chong, Bin, et al. · arXiv (Cornell University)
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SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information
2026 · Ye, Junjie, Sheng, Zhuohui, et al. · arXiv (Cornell University)
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PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models
2026 · Zhao, Ziliang, Xu, Zenan, et al. · arXiv (Cornell University)
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CL-bench Life: Can Language Models Learn from Real-Life Context?
2026 · Dou, Shihan, Shen, Yujiong, et al. · arXiv (Cornell University)
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A Decomposition Perspective to Long-context Reasoning for LLMs
2026 · Xiao, Yanling, Xie, Huaibing, et al. · arXiv (Cornell University)
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Probing How Scalable Table Data Enhances General Long-Context Reasoning
2026 · Xie, Huaibing, Zhao, Guoliang, et al. · arXiv (Cornell University)
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Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration
2026 · He, Bowei, Hu, Minda, et al. · arXiv (Cornell University)
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RLPgR: Reinforcement Learning from Dependency-Aware Progress Rewards
2026 · Shaofan Liu, Tingyi Yang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Enhancing Long-Context Reasoning via Verifiable Atomic Skills
2026 · Yanling Xiao, Huaibing Xie, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 14
Citation count: 3
H-index: 1
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