Podcast Episodes

When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance

Episode 1195

🤗 Upvotes: 29 | cs.CL

Authors:
Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Kevin El-Haddad, Céline Hudelot, Pi…

5 months, 2 weeks ago

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LongLive: Real-time Interactive Long Video Generation

Episode 1194

🤗 Upvotes: 136 | cs.CV

Authors:
Shuai Yang, Wei Huang, Ruihang Chu, Yicheng Xiao, Yuyang Zhao, Xianbang Wang, Mu…

5 months, 3 weeks ago

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Quantile Advantage Estimation for Entropy-Safe Reasoning

Episode 1193

🤗 Upvotes: 102 | cs.LG, cs.AI

Authors:
Junkang Wu, Kexin Huang, Jiancan Wu, An Zhang, Xiang Wang, Xiangnan He

…

5 months, 3 weeks ago

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EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Episode 1192

🤗 Upvotes: 98 | cs.LG, cs.CL

Authors:
Xu Wujiang, Wentian Zhao, Zhenting Wang, Li Yu-Jhe, Jin Can, Jin Mingyu, M…

5 months, 3 weeks ago

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MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Episode 1191

🤗 Upvotes: 81 | cs.CV, cs.CL

Authors:
Junbo Niu, Zheng Liu, Zhuangcheng Gu, Bin Wang, Linke Ouyang, Zhiyuan Zhao…

5 months, 3 weeks ago

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ReviewScore: Misinformed Peer Review Detection with Large Language Models

Episode 1190

🤗 Upvotes: 54 | cs.CL

Authors:
Hyun Ryu, Doohyuk Jang, Hyemin S. Lee, Joonhyun Jeong, Gyeongman Kim, Donghyeon C…

5 months, 3 weeks ago

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Variational Reasoning for Language Models

Episode 1189

🤗 Upvotes: 51 | cs.CL, cs.AI, cs.LG

Authors:
Xiangxin Zhou, Zichen Liu, Haonan Wang, Chao Du, Min Lin, Chongxuan…

5 months, 3 weeks ago

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Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Episode 1188

🤗 Upvotes: 48 | cs.CL, cs.AI, cs.LG

Authors:
Renjie Luo, Zichen Liu, Xiangyan Liu, Chao Du, Min Lin, Wenhu Chen,…

5 months, 3 weeks ago

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MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning

Episode 1187

🤗 Upvotes: 28 | cs.CV, cs.RO

Authors:
Jinkun Hao, Naifu Liang, Zhen Luo, Xudong Xu, Weipeng Zhong, Ran Yi, Yiche…

5 months, 3 weeks ago

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CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning

Episode 1186

🤗 Upvotes: 28 | cs.CV, cs.AI, cs.CL

Authors:
Long Xing, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jianze Liang, Qido…

5 months, 3 weeks ago

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