Podcast Episodes

ACON: Optimizing Context Compression for Long-horizon LLM Agents

Episode 1215

🤗 Upvotes: 21 | cs.AI, cs.CL

Authors:
Minki Kang, Wei-Ning Chen, Dongge Han, Huseyin A. Inan, Lukas Wutschitz, Y…

5 months, 2 weeks ago

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MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Episode 1214

🤗 Upvotes: 124 | cs.CL, cs.AI

Authors:
Zijian Wu, Xiangyan Liu, Xinyuan Zhang, Lingjun Chen, Fanqing Meng, Lingx…

5 months, 2 weeks ago

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The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain

Episode 1213

🤗 Upvotes: 106 | cs.NE, cs.AI, cs.LG, stat.ML

Authors:
Adrian Kosowski, Przemysław Uznański, Jan Chorowski, Zuza…

5 months, 2 weeks ago

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Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Episode 1212

🤗 Upvotes: 103 | cs.CV, cs.AI

Authors:
Qinsi Wang, Bo Liu, Tianyi Zhou, Jing Shi, Yueqian Lin, Yiran Chen, Hai H…

5 months, 2 weeks ago

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Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning

Episode 1211

🤗 Upvotes: 57 | cs.CL

Authors:
Shaobo Wang, Jiaming Wang, Jiajun Zhang, Cong Wang, Yue Min, Zichen Wen, Fei Huan…

5 months, 2 weeks ago

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TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

Episode 1210

🤗 Upvotes: 45 | cs.CL, cs.AI, cs.LG

Authors:
Zhepei Wei, Xiao Yang, Kai Sun, Jiaqi Wang, Rulin Shao, Sean Chen, …

5 months, 2 weeks ago

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Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training

Episode 1209

🤗 Upvotes: 36 | cs.LG, cs.AI, cs.CV, cs.MM

Authors:
Junlin Han, Shengbang Tong, David Fan, Yufan Ren, Koustuv Si…

5 months, 2 weeks ago

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OceanGym: A Benchmark Environment for Underwater Embodied Agents

Episode 1208

🤗 Upvotes: 30 | cs.CL, cs.AI, cs.CV, cs.LG, cs.RO

Authors:
Yida Xue, Mingjun Mao, Xiangyuan Ru, Yuqi Zhu, Baocha…

5 months, 2 weeks ago

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More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models

Episode 1207

🤗 Upvotes: 29 | cs.CV, cs.AI

Authors:
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Mengqi He, Fabian Waschkowski, Lukas W…

5 months, 2 weeks ago

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Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners

Episode 1206

🤗 Upvotes: 26 | cs.LG, cs.CL

Authors:
Xin Xu, Cliveb AI, Kai Yang, Tianhao Chen, Yang Wang, Saiyong Yang, Can Ya…

5 months, 2 weeks ago

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