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PODCAST

Daily Paper Cast

Jingwen Liang, Gengyu Wang

We update every weekday to discuss highest-voted papers from Huggingface Daily Paper (https://huggingface.co/papers). Both the podcast scripts and audio are generated by AI. Feedback and suggestions are welcome! Email us: dailypapercast.ai@gmail.com Creator: Jingwen Liang, 3D ML, https://www.linkedin.com/in/jingwen-liang/ Gengyu Wang, LLM ML, http://wanggengyu.com Listen on: Spotify: https://open.spotify.com/show/21nrhmdaA8qoBiH8q03NXL Apple Podcast:

science

All Episodes

21:45

BrowseComp-Plus: A More Fair and Transparent...

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 30 | cs.CL, cs.IR Authors: Zijian Chen, Xueguang Ma, Shengyao Zhuang, Ping Nie, Kai Zou, Andrew Liu, Joshua Green, Kshama Patel, Ruoxi Meng, Mingyi Su, Sahel Sharifymoghaddam, Yanxi Li, Haoran Hong, Xinyu Shi, Xuye Liu, Nandan Thakur, Crystina Zhang, Luyu Gao, Wenhu Chen, Jimmy Lin Title: BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent Arxiv:

en

21:06

SONAR-LLM: Autoregressive Transformer that Thinks in...

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 28 | cs.CL Authors: Nikita Dragunov, Temurbek Rahmatullaev, Elizaveta Goncharova, Andrey Kuznetsov, Anton Razzhigaev Title: SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens Arxiv: http://arxiv.org/abs/2508.05305v1 Abstract: The recently proposed Large Concept Model (LCM) generates text by predicting a sequence of

en

24:15

Klear-Reasoner: Advancing Reasoning Capability via...

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 28 | cs.LG, cs.AI, cs.CL Authors: Zhenpeng Su, Leiyu Pan, Xue Bai, Dening Liu, Guanting Dong, Jiaming Huang, Wenping Hu, Fuzheng Zhang, Kun Gai, Guorui Zhou Title: Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization Arxiv: http://arxiv.org/abs/2508.07629v2 Abstract: We present Klear-Reasoner, a model with long reasoning

en

20:47

MolmoAct: Action Reasoning Models that can Reason in...

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 22 | cs.RO Authors: Jason Lee, Jiafei Duan, Haoquan Fang, Yuquan Deng, Shuo Liu, Boyang Li, Bohan Fang, Jieyu Zhang, Yi Ru Wang, Sangho Lee, Winson Han, Wilbert Pumacay, Angelica Wu, Rose Hendrix, Karen Farley, Eli VanderBilt, Ali Farhadi, Dieter Fox, Ranjay Krishna Title: MolmoAct: Action Reasoning Models that can Reason in Space Arxiv: http://arxiv.org/abs/2508.07917v1

en

21:59

GLM-4.5: Agentic, Reasoning, and Coding (ARC)...

Daily Paper Cast ·

2025/08/12

🤗 Upvotes: 79 | cs.CL Authors: GLM-4. 5 Team, :, Aohan Zeng, Xin Lv, Qinkai Zheng, Zhenyu Hou, Bin Chen, Chengxing Xie, Cunxiang Wang, Da Yin, Hao Zeng, Jiajie Zhang, Kedong Wang, Lucen Zhong, Mingdao Liu, Rui Lu, Shulin Cao, Xiaohan Zhang, Xuancheng Huang, Yao Wei, Yean Cheng, Yifan An, Yilin Niu, Yuanhao Wen, Yushi Bai, Zhengxiao Du, Zihan Wang, Zilin Zhu, Bohan Zhang, Bosi Wen, Bowen Wu, Bowen Xu, Can Huang, Casey Zhao, Changpeng Cai, Chao Yu, Chen

en

20:52

Voost: A Unified and Scalable Diffusion Transformer...

Daily Paper Cast ·

2025/08/12

🤗 Upvotes: 36 | cs.GR, cs.AI, cs.CV, cs.LG Authors: Seungyong Lee, Jeong-gi Kwak Title: Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off Arxiv: http://arxiv.org/abs/2508.04825v1 Abstract: Virtual try-on aims to synthesize a realistic image of a person wearing a target garment, but accurately modeling garment-body correspondence

en

22:54

Is Chain-of-Thought Reasoning of LLMs a Mirage? A...

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 143 | cs.AI, cs.CL, cs.LGAuthors: Chengshuai Zhao, Zhen Tan, Pingchuan Ma, Dawei Li, Bohan Jiang, Yancheng Wang, Yingzhen Yang, Huan Liu Title: Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens Arxiv: http://arxiv.org/abs/2508.01191v2 Abstract: Chain-of-Thought (CoT) prompting has been shown to improve Large Language Model (LLM) performance on

en

25:35

VeriGUI: Verifiable Long-Chain GUI Dataset

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 117 | cs.HC Authors: Shunyu Liu, Minghao Liu, Huichi Zhou, Zhenyu Cui, Yang Zhou, Yuhao Zhou, Wendong Fan, Ge Zhang, Jiajun Shi, Weihao Xuan, Jiaxing Huang, Shuang Luo, Fang Wu, Heli Qi, Qingcheng Zeng, Ziqi Ren, Jialiang Gao, Jindi Lv, Junjie Wang, Aosong Feng, Heng Zhou, Wangchunshu Zhou, Zhenfei Yin, Wenlong Zhang, Guohao Li, Wenhao Yu, Irene Li, Lei Ma, Lei Bai, Qunshu Lin, Mingli Song, Dacheng Tao Title:

en

21:28

Efficient Agents: Building Effective Agents While...

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 53 | cs.AI, cs.CL, cs.MA Authors: Ningning Wang, Xavier Hu, Pai Liu, He Zhu, Yue Hou, Heyuan Huang, Shengyu Zhang, Jian Yang, Jiaheng Liu, Ge Zhang, Changwang Zhang, Jun Wang, Yuchen Eleanor Jiang, Wangchunshu Zhou Title: Efficient Agents: Building Effective Agents While Reducing Cost Arxiv: http://arxiv.org/abs/2508.02694v1 Abstract: The remarkable capabilities of

en

23:56

SEAgent: Self-Evolving Computer Use Agent with...

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 38 | cs.AI, cs.CL, cs.CV, cs.LG, cs.MA, cs.MM Authors: Zeyi Sun, Ziyu Liu, Yuhang Zang, Yuhang Cao, Xiaoyi Dong, Tong Wu, Dahua Lin, Jiaqi Wang Title: SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience Arxiv: http://arxiv.org/abs/2508.04700v1 Abstract: Repurposing large vision-language models (LVLMs) as computer use agents (CUAs) has

en

22:05

Training Long-Context, Multi-Turn Software...

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 32 | cs.LG, cs.CL, cs.SE Authors: Alexander Golubev, Maria Trofimova, Sergei Polezhaev, Ibragim Badertdinov, Maksim Nekrashevich, Anton Shevtsov, Simon Karasik, Sergey Abramov, Andrei Andriushchenko, Filipp Fisin, Sergei Skvortsov, Boris Yangel Title: Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning Arxiv: http://arxiv.org/abs/2508.03501v1

en

22:01

Enhancing Vision-Language Model Training with...

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 29 | cs.LG, cs.AI Authors: George Bredis, Stanislav Dereka, Viacheslav Sinii, Ruslan Rakhimov, Daniil Gavrilov Title: Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success Arxiv: http://arxiv.org/abs/2508.04280v1 Abstract: Interactive multimodal agents must convert raw visual observations into coherent

en

23:26

Agent Lightning: Train ANY AI Agents with...

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 24 | cs.AI, cs.LG Authors: Xufang Luo, Yuge Zhang, Zhiyuan He, Zilong Wang, Siyun Zhao, Dongsheng Li, Luna K. Qiu, Yuqing Yang Title: Agent Lightning: Train ANY AI Agents with Reinforcement Learning Arxiv: http://arxiv.org/abs/2508.03680v1 Abstract: We present Agent Lightning, a flexible and extensible framework that enables Reinforcement Learning (RL)-based training

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20:30

Qwen-Image Technical Report

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 91 | cs.CVAuthors: Chenfei Wu, Jiahao Li, Jingren Zhou, Junyang Lin, Kaiyuan Gao, Kun Yan, Sheng-ming Yin, Shuai Bai, Xiao Xu, Yilei Chen, Yuxiang Chen, Zecheng Tang, Zekai Zhang, Zhengyi Wang, An Yang, Bowen Yu, Chen Cheng, Dayiheng Liu, Deqing Li, Hang Zhang, Hao Meng, Hu Wei, Jingyuan Ni, Kai Chen, Kuan Cao, Liang Peng, Lin Qu, Minggang Wu, Peng Wang, Shuting Yu, Tingkun Wen, Wensen Feng, Xiaoxiao Xu, Yi Wang, Yichang Zhang, Yongqiang

en

23:38

SitEmb-v1.5: Improved Context-Aware Dense Retrieval...

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 39 | cs.CL Authors: Junjie Wu, Jiangnan Li, Yuqing Li, Lemao Liu, Liyan Xu, Jiwei Li, Dit-Yan Yeung, Jie Zhou, Mo Yu Title: SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension Arxiv: http://arxiv.org/abs/2508.01959v1 Abstract: Retrieval-augmented generation (RAG) over long documents typically involves splitting the

en

21:14

CellForge: Agentic Design of Virtual Cell Models

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 30 | cs.LG, cs.AI, cs.CL, q-bio.QM Authors: Xiangru Tang, Zhuoyun Yu, Jiapeng Chen, Yan Cui, Daniel Shao, Weixu Wang, Fang Wu, Yuchen Zhuang, Wenqi Shi, Zhi Huang, Arman Cohan, Xihong Lin, Fabian Theis, Smita Krishnaswamy, Mark Gerstein Title: CellForge: Agentic Design of Virtual Cell Models Arxiv: http://arxiv.org/abs/2508.02276v1 Abstract: Virtual cell modeling

en

18:39

Beyond the Trade-off: Self-Supervised Reinforcement...

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 25 | cs.AI Authors: Qingyu Ren, Qianyu He, Bowei Zhang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu Title: Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Arxiv: http://arxiv.org/abs/2508.02150v1 Abstract: Reasoning models excel in complex problem solving but exhibit a concerning trade

en

21:41

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct...

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 21 | cs.CR, cs.AI Authors: Sajana Weerawardhena, Paul Kassianik, Blaine Nelson, Baturay Saglam, Anu Vellore, Aman Priyanshu, Supriti Vijay, Massimo Aufiero, Arthur Goldblatt, Fraser Burch, Ed Li, Jianliang He, Dhruv Kedia, Kojin Oshiba, Zhouran Yang, Yaron Singer, Amin Karbasi Title: Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report Arxiv: http://arxiv.org/abs/2508.01059v1

en

19:37

Beyond Fixed: Variable-Length Denoising for Diffusion...

Daily Paper Cast ·

2025/08/05

🤗 Upvotes: 39 | cs.CL Authors: Jinsong Li, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jiaqi Wang, Dahua Lin Title: Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Arxiv: http://arxiv.org/abs/2508.00819v1 Abstract: Diffusion Large Language Models (DLLMs) are emerging as a powerful alternative to the dominant Autoregressive Large Language Models, offering

en

20:57

Cognitive Kernel-Pro: A Framework for Deep Research...

Daily Paper Cast ·

2025/08/05

🤗 Upvotes: 38 | cs.AI, cs.CL Authors: Tianqing Fang, Zhisong Zhang, Xiaoyang Wang, Rui Wang, Can Qin, Yuxuan Wan, Jun-Yu Ma, Ce Zhang, Jiaqi Chen, Xiyun Li, Hongming Zhang, Haitao Mi, Dong Yu Title: Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training Arxiv: http://arxiv.org/abs/2508.00414v1 Abstract: General AI Agents are increasingly

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1,967 results

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