Robuta

https://aclanthology.org/2024.acl-long.131/
Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Junqi Dai, Qinyuan Cheng, Xuanjing Huang, Xipeng Qiu. Proceedings of the 62nd Annual Meeting of...
large language modelsreasoningfluxenhancinguncertainty
https://j-min.io/publication/video-skill-cot-findingsinemnlp2025/
Sep 16, 2025 - a framework that automatically constructs and leverages skill-aware CoT supervisions for domain-adaptive video reasoning
videoskillcotbasedchain
https://www.dfki.de/web/forschung/projekte-publikationen/publikation/5102
isemapproximatedreasoningadaptivehybrid
https://the-decoder.com/openai-claims-gpt-5-offers-its-best-coding-performance-yet-for-complex-programming-tasks/
Aug 7, 2025 - OpenAI has unveiled GPT-5, a new AI system that builds on the reasoning advances of the o1 and o3 models and unifies every previous model line into a single...
openailaunchesgptunifiedsystem
https://openreview.net/forum?id=t2227VT4RJ&referrer=%5Bthe%20profile%20of%20Nan%20Yin%5D(%2Fprofile%3Fid%3D~Nan_Yin4)
Knowledge Graph Question Answering (KGQA) aims to interpret natural language queries and perform structured reasoning over knowledge graphs by leveraging their...
adaptive reasoningviallmguidedmcts
https://scale.com/research/guide
Adaptive Guidance Accelerates Reinforcement Learning of Reasoning Models
reinforcement learningreasoning modelsadaptiveguidance
https://arxiv.org/abs/2507.15844?utm_source=www.turingpost.com&utm_medium=referral&utm_campaign=fod-111-what-does-it-mean-to-win-in-the-ai-race
Abstract page for arXiv paper 2507.15844: Hierarchical Budget Policy Optimization for Adaptive Reasoning
budget policyadaptive reasoninghierarchicaloptimization
https://www.computerworld.com/article/4089160/openai-rolls-out-gpt-5-1-to-refine-chatgpt-with-adaptive-reasoning-and-personalization.html
Nov 18, 2025 - OpenAI is positioning GPT-5.1 as a confidence-building upgrade amid rising competition from Claude, Gemini, Mistral, and open-source models.
openairollsgptrefine
https://arxiv.org/abs/2301.09071v1
Abstract page for arXiv paper 2301.09071v1: Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding
variationalcrossgraphreasoningadaptive
https://openreview.net/forum?id=Cxj4jZ7mRI&referrer=%5Bthe%20profile%20of%20Zhiyu%20Huang%5D(%2Fprofile%3Fid%3D~Zhiyu_Huang2)
Recent advancements in Vision-Language-Action (VLA) models have shown promise for end-to-end autonomous driving by leveraging world knowledge and reasoning...
visionlanguageactionmodelend