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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

23:16

B-score: Detecting biases in large language models...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 25 | cs.LG, cs.CL Authors: An Vo, Mohammad Reza Taesiri, Daeyoung Kim, Anh Totti Nguyen Title: B-score: Detecting biases in large language models using response history Arxiv: http://arxiv.org/abs/2505.18545v1 Abstract: Large language models (LLMs) often exhibit strong biases, e.g, against women or in favor of the number 7. We investigate whether LLMs would be able to

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20:40

TabSTAR: A Foundation Tabular Model With Semantically...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 95 | cs.LG, cs.CL Authors: Alan Arazi, Eilam Shapira, Roi Reichart Title: TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations Arxiv: http://arxiv.org/abs/2505.18125v1 Abstract: While deep learning has achieved remarkable success across many domains, it has historically underperformed on tabular learning tasks, which remain dominated by

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24:07

QwenLong-L1: Towards Long-Context Large Reasoning...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 60 | cs.CL Authors: Fanqi Wan, Weizhou Shen, Shengyi Liao, Yingcheng Shi, Chenliang Li, Ziyi Yang, Ji Zhang, Fei Huang, Jingren Zhou, Ming Yan Title: QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.17667v1 Abstract: Recent large reasoning models (LRMs) have demonstrated strong reasoning capabilities

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22:46

Quartet: Native FP4 Training Can Be Optimal for Large...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 55 | cs.LG Authors: Roberto L. Castro, Andrei Panferov, Soroush Tabesh, Oliver Sieberling, Jiale Chen, Mahdi Nikdan, Saleh Ashkboos, Dan Alistarh Title: Quartet: Native FP4 Training Can Be Optimal for Large Language Models Arxiv: http://arxiv.org/abs/2505.14669v1 Abstract: The rapid advancement of large language models (LLMs) has been paralleled by unprecedented

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20:36

Reasoning Model is Stubborn: Diagnosing Instruction...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 51 | cs.AI Authors: Doohyuk Jang, Yoonjeon Kim, Chanjae Park, Hyun Ryu, Eunho Yang Title: Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models Arxiv: http://arxiv.org/abs/2505.17225v1 Abstract: Large language models have demonstrated remarkable proficiency in long and complex reasoning tasks. However, they frequently exhibit a problematic

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20:04

One RL to See Them All: Visual Triple Unified...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 51 | cs.CV, cs.CL Authors: Yan Ma, Linge Du, Xuyang Shen, Shaoxiang Chen, Pengfei Li, Qibing Ren, Lizhuang Ma, Yuchao Dai, Pengfei Liu, Junjie Yan Title: One RL to See Them All: Visual Triple Unified Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.18129v1 Abstract: Reinforcement learning (RL) has significantly advanced the reasoning capabilities of

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21:30

Distilling LLM Agent into Small Models with Retrieval...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 49 | cs.CL, cs.AI Authors: Minki Kang, Jongwon Jeong, Seanie Lee, Jaewoong Cho, Sung Ju Hwang Title: Distilling LLM Agent into Small Models with Retrieval and Code Tools Arxiv: http://arxiv.org/abs/2505.17612v1 Abstract: Large language models (LLMs) excel at complex reasoning tasks but remain computationally expensive, limiting their practical deployment. To address

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22:56

QwenLong-CPRS: Towards $\infty$-LLMs with Dynamic...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 39 | cs.CL Authors: Weizhou Shen, Chenliang Li, Fanqi Wan, Shengyi Liao, Shaopeng Lai, Bo Zhang, Yingcheng Shi, Yuning Wu, Gang Fu, Zhansheng Li, Bin Yang, Ji Zhang, Fei Huang, Jingren Zhou, Ming Yan Title: QwenLong-CPRS: Towards $\infty$-LLMs with Dynamic Context Optimization Arxiv: http://arxiv.org/abs/2505.18092v1 Abstract: This technical report presents

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22:03

PhyX: Does Your Model Have the "Wits" for Physical...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 38 | cs.AI Authors: Hui Shen, Taiqiang Wu, Qi Han, Yunta Hsieh, Jizhou Wang, Yuyue Zhang, Yuxin Cheng, Zijian Hao, Yuansheng Ni, Xin Wang, Zhongwei Wan, Kai Zhang, Wendong Xu, Jing Xiong, Ping Luo, Wenhu Chen, Chaofan Tao, Zhuoqing Mao, Ngai Wong Title: PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Arxiv: http://arxiv.org/abs/2505.15929v1 Abstract:

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24:37

Scaling Image and Video Generation via Test-Time...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 33 | cs.CV, cs.AI, cs.LG Authors: Haoran He, Jiajun Liang, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Ling Pan Title: Scaling Image and Video Generation via Test-Time Evolutionary Search Arxiv: http://arxiv.org/abs/2505.17618v1 Abstract: As the marginal cost of scaling computation (data and parameters) during model pre-training continues to increase substantially,

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19:36

MOOSE-Chem3: Toward Experiment-Guided Hypothesis...

Daily Paper Cast ·

2025/05/27

🤗 Upvotes: 25 | cs.CL, cs.AI, cs.CE Authors: Wanhao Liu, Zonglin Yang, Jue Wang, Lidong Bing, Di Zhang, Dongzhan Zhou, Yuqiang Li, Houqiang Li, Erik Cambria, Wanli Ouyang Title: MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback Arxiv: http://arxiv.org/abs/2505.17873v1 Abstract: Hypothesis ranking is a crucial component of automated

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20:49

NovelSeek: When Agent Becomes the Scientist --...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 86 | cs.AI, cs.CL, cs.CVAuthors: NovelSeek Team, Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai Title: NovelSeek: When Agent Becomes the Scientist -- Building

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23:44

Scaling Reasoning, Losing Control: Evaluating...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 49 | cs.CL, cs.AI Authors: Tingchen Fu, Jiawei Gu, Yafu Li, Xiaoye Qu, Yu Cheng Title: Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models Arxiv: http://arxiv.org/abs/2505.14810v1 Abstract: Instruction-following is essential for aligning large language models (LLMs) with user intent. While recent reasoning-oriented models

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21:53

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 43 | cs.CL, cs.AI, cs.LG Authors: Guanting Dong, Yifei Chen, Xiaoxi Li, Jiajie Jin, Hongjin Qian, Yutao Zhu, Hangyu Mao, Guorui Zhou, Zhicheng Dou, Ji-Rong Wen Title: Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.16410v1 Abstract: Recently, large language models (LLMs) have shown remarkable reasoning

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17:51

Pixel Reasoner: Incentivizing Pixel-Space Reasoning...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 37 | cs.CV, cs.AI, cs.CL Authors: Alex Su, Haozhe Wang, Weimin Ren, Fangzhen Lin, Wenhu Chen Title: Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.15966v1 Abstract: Chain-of-thought reasoning has significantly improved the performance of Large Language Models (LLMs) across various

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20:54

KRIS-Bench: Benchmarking Next-Level Intelligent Image...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 36 | cs.CV Authors: Yongliang Wu, Zonghui Li, Xinting Hu, Xinyu Ye, Xianfang Zeng, Gang Yu, Wenbo Zhu, Bernt Schiele, Ming-Hsuan Yang, Xu Yang Title: KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Arxiv: http://arxiv.org/abs/2505.16707v1 Abstract: Recent advances in multi-modal generative models have enabled significant progress in

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19:40

QuickVideo: Real-Time Long Video Understanding with...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 31 | cs.CV, cs.AI Authors: Benjamin Schneider, Dongfu Jiang, Chao Du, Tianyu Pang, Wenhu Chen Title: QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design Arxiv: http://arxiv.org/abs/2505.16175v1 Abstract: Long-video understanding has emerged as a crucial capability in real-world applications such as video surveillance, meeting summarization,

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25:23

GoT-R1: Unleashing Reasoning Capability of MLLM for...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 23 | cs.CV, cs.AI, cs.CL, cs.LG, cs.MM Authors: Chengqi Duan, Rongyao Fang, Yuqing Wang, Kun Wang, Linjiang Huang, Xingyu Zeng, Hongsheng Li, Xihui Liu Title: GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.17022v1 Abstract: Visual generation models have made remarkable progress in

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20:15

LLaDA-V: Large Language Diffusion Models with Visual...

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 22 | cs.LG, cs.CL, cs.CV Authors: Zebin You, Shen Nie, Xiaolu Zhang, Jun Hu, Jun Zhou, Zhiwu Lu, Ji-Rong Wen, Chongxuan Li Title: LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Arxiv: http://arxiv.org/abs/2505.16933v1 Abstract: In this work, we introduce LLaDA-V, a purely diffusion-based Multimodal Large Language Model (MLLM) that integrates

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22:53

Scaling Diffusion Transformers Efficiently via $μ$P

Daily Paper Cast ·

2025/05/24

🤗 Upvotes: 21 | cs.LG, cs.AI, cs.CV Authors: Chenyu Zheng, Xinyu Zhang, Rongzhen Wang, Wei Huang, Zhi Tian, Weilin Huang, Jun Zhu, Chongxuan Li Title: Scaling Diffusion Transformers Efficiently via $μ$P Arxiv: http://arxiv.org/abs/2505.15270v1 Abstract: Diffusion Transformers have emerged as the foundation for vision generative models, but their scalability is limited by the

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1,967 results

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