大模型推理能力

CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks

Ping Yu, Jack Lanchantin, Tianlu Wang, Weizhe Yuan, Olga Golovneva, Ilia Kulikov, Sainbayar Sukhbaatar, Jason Weston, Jing Xu

机构 * FAIR at Meta（Meta的FAIR） 纠错

专题命中 其他推理 ：reasoning(title,abstract)；CoT(title,abstract)；chain-of-thought(abstract)；分类 cs.CL、cs.AI

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning

Haoji Zhang, Xin Gu, Jiawen Li, Chixiang Ma, Sule Bai, Chubin Zhang, Bowen Zhang, Zhichao Zhou, Dongliang He, Yansong Tang

专题命中 其他推理 ：reasoning(title,abstract)；chain-of-thought(abstract)；CoT(abstract)

Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data

Honglu Zhou, Xiangyu Peng, Shrikant Kendre, Michael S. Ryoo, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

机构 * Salesforce AI Research（Salesforce AI研究院） 纠错

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI、cs.LG

Comments This technical report serves as the archival version of our paper accepted at the ICCV 2025 Workshop. For more information, please visit our project website: https://strefer.github.io/

Banishing LLM Hallucinations Requires Rethinking Generalization

Johnny Li, Saksham Consul, Eda Zhou, James Wong, Naila Farooqui, Yuxin Ye, Nithyashree Manohar, Zhuxiaona Wei, Tian Wu, Ben Echols, Sharon Zhou, Gregory Diamos

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments I want to revisit some of the experiments in this paper, specifically figure 5

sam-llm: interpretable lane change trajectoryprediction via parametric finetuning

Zhuo Cao, Yunxiao Shi, Min Xu

机构 * University of Queensland, School of Civil Engineering（昆士兰大学土木工程学院） ； University of Technology Sydney, Faculty of Engineering（悉尼科技大学工程学院） 纠错

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Comments 5 pages

Heatmap Guided Query Transformers for Robust Astrocyte Detection across Immunostains and Resolutions

Xizhe Zhang, Jiayang Zhu

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI