Podcast Episodes

Table-R1: Inference-Time Scaling for Table Reasoning

Episode 843

🤗 Upvotes: 66 | cs.CL

Authors:
Zheyuan Yang, Lyuhao Chen, Arman Cohan, Yilun Zhao

Title:
…

11 months ago

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Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence

Episode 842

🤗 Upvotes: 54 | cs.CV, cs.AI, cs.LG, I.2.6; I.2

Authors:
Diankun Wu, Fangfu Liu, Yi-Hsin Hung, Yueqi Duan

…

11 months ago

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VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos

Episode 841

🤗 Upvotes: 51 | cs.CV, cs.AI, cs.CL

Authors:
Tingyu Song, Tongyan Hu, Guo Gan, Yilun Zhao

Title:
…

11 months ago

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The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason

Episode 840

🤗 Upvotes: 45 | cs.CL

Authors:
Ang Lv, Ruobing Xie, Xingwu Sun, Zhanhui Kang, Rui Yan

Title:
…

11 months ago

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ZeroGUI: Automating Online GUI Learning at Zero Human Cost

Episode 839

🤗 Upvotes: 39 | cs.AI, cs.CL, cs.CV

Authors:
Chenyu Yang, Shiqian Su, Shi Liu, Xuan Dong, Yue Yu, Weijie Su, Xue…

11 months ago

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VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning?

Episode 838

🤗 Upvotes: 28 | cs.CV

Authors:
Yuanxin Liu, Kun Ouyang, Haoning Wu, Yi Liu, Lin Sui, Xinhao Li, Yan Zhong, Y. Ch…

11 months ago

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Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Episode 837

🤗 Upvotes: 21 | cs.CL, cs.AI, cs.SE

Authors:
Guangtao Zeng, Maohao Shen, Delin Chen, Zhenting Qi, Subhro Das, Da…

11 months ago

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The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Episode 836

🤗 Upvotes: 84 | cs.LG, cs.AI, cs.CL

Authors:
Ganqu Cui, Yuchen Zhang, Jiacheng Chen, Lifan Yuan, Zhi Wang, Yuxin…

11 months ago

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SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents

Episode 835

🤗 Upvotes: 63 | cs.SE, cs.CL

Authors:
Ibragim Badertdinov, Alexander Golubev, Maksim Nekrashevich, Anton Shevtso…

11 months ago

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R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Episode 834

🤗 Upvotes: 59 | cs.CL, cs.AI, cs.LG, cs.PF, I.2.7

Authors:
Tianyu Fu, Yi Ge, Yichen You, Enshu Liu, Zhihang Yuan…

11 months ago

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