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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

17:59

Thinkless: LLM Learns When to Think

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 28 | cs.CL, cs.AI Authors: Gongfan Fang, Xinyin Ma, Xinchao Wang Title: Thinkless: LLM Learns When to Think Arxiv: http://arxiv.org/abs/2505.13379v1 Abstract: Reasoning Language Models, capable of extended chain-of-thought reasoning, have demonstrated remarkable performance on tasks requiring complex logical inference. However, applying elaborate reasoning for all

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23:02

Model Merging in Pre-training of Large Language Models

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 27 | cs.CL, cs.LG Authors: Yunshui Li, Yiyuan Ma, Shen Yan, Chaoyi Zhang, Jing Liu, Jianqiao Lu, Ziwen Xu, Mengzhao Chen, Minrui Wang, Shiyi Zhan, Jin Ma, Xunhao Lai, Yao Luo, Xingyan Bin, Hongbin Ren, Mingji Han, Wenhao Hao, Bairen Yi, LingJun Liu, Bole Ma, Xiaoying Jia, Zhou Xun, Siyuan Qiao, Liang Xiang, Yonghui Wu Title: Model Merging in Pre-training of Large Language Models Arxiv:

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24:52

Seek in the Dark: Reasoning via Test-Time...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 23 | cs.LG, cs.AI, cs.CL Authors: Hengli Li, Chenxi Li, Tong Wu, Xuekai Zhu, Yuxuan Wang, Zhaoxin Yu, Eric Hanchen Jiang, Song-Chun Zhu, Zixia Jia, Ying Nian Wu, Zilong Zheng Title: Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Arxiv: http://arxiv.org/abs/2505.13308v1 Abstract: Reasoning ability, a core component of human

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21:31

Qwen3 Technical Report

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 117 | cs.CL Authors: An Yang, Anfeng Li, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chang Gao, Chengen Huang, Chenxu Lv, Chujie Zheng, Dayiheng Liu, Fan Zhou, Fei Huang, Feng Hu, Hao Ge, Haoran Wei, Huan Lin, Jialong Tang, Jian Yang, Jianhong Tu, Jianwei Zhang, Jianxin Yang, Jiaxi Yang, Jing Zhou, Jingren Zhou, Junyang Lin, Kai Dang, Keqin Bao, Kexin Yang, Le Yu, Lianghao Deng, Mei Li, Mingfeng Xue, Mingze Li, Pei Zhang,

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23:50

GuardReasoner-VL: Safeguarding VLMs via Reinforced...

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 43 | cs.AI, cs.CR Authors: Yue Liu, Shengfang Zhai, Mingzhe Du, Yulin Chen, Tri Cao, Hongcheng Gao, Cheng Wang, Xinfeng Li, Kun Wang, Junfeng Fang, Jiaheng Zhang, Bryan Hooi Title: GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning Arxiv: http://arxiv.org/abs/2505.11049v1 Abstract: To enhance the safety of VLMs, this paper introduces a novel reasoning-based

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19:26

MMLongBench: Benchmarking Long-Context...

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 42 | cs.CV, cs.CL Authors: Zhaowei Wang, Wenhao Yu, Xiyu Ren, Jipeng Zhang, Yu Zhao, Rohit Saxena, Liang Cheng, Ginny Wong, Simon See, Pasquale Minervini, Yangqiu Song, Mark Steedman Title: MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly Arxiv: http://arxiv.org/abs/2505.10610v1 Abstract: The rapid extension of context windows

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21:56

Visual Planning: Let's Think Only with Images

Daily Paper Cast ·

2025/05/20

🤗 Upvotes: 33 | cs.LG, cs.AI, cs.CL, cs.CV Authors: Yi Xu, Chengzu Li, Han Zhou, Xingchen Wan, Caiqi Zhang, Anna Korhonen, Ivan Vulić Title: Visual Planning: Let's Think Only with Images Arxiv: http://arxiv.org/abs/2505.11409v1 Abstract: Recent advancements in Large Language Models (LLMs) and their multimodal extensions (MLLMs) have substantially enhanced machine reasoning

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21:52

Beyond 'Aha!': Toward Systematic Meta-Abilities...

Daily Paper Cast ·

2025/05/17

🤗 Upvotes: 76 | cs.CLAuthors: Zhiyuan Hu, Yibo Wang, Hanze Dong, Yuhui Xu, Amrita Saha, Caiming Xiong, Bryan Hooi, Junnan Li Title: Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models Arxiv: http://arxiv.org/abs/2505.10554v1 Abstract: Large reasoning models (LRMs) already possess a latent capacity for long chain-of-thought reasoning. Prior work

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21:40

System Prompt Optimization with Meta-Learning

Daily Paper Cast ·

2025/05/17

🤗 Upvotes: 48 | cs.CL, cs.AI, cs.LG Authors: Yumin Choi, Jinheon Baek, Sung Ju Hwang Title: System Prompt Optimization with Meta-Learning Arxiv: http://arxiv.org/abs/2505.09666v1 Abstract: Large Language Models (LLMs) have shown remarkable capabilities, with optimizing their input prompts playing a pivotal role in maximizing their performance. However, while LLM prompts consist

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19:27

BLIP3-o: A Family of Fully Open Unified Multimodal...

Daily Paper Cast ·

2025/05/16

🤗 Upvotes: 49 | cs.CV, cs.AIAuthors: Jiuhai Chen, Zhiyang Xu, Xichen Pan, Yushi Hu, Can Qin, Tom Goldstein, Lifu Huang, Tianyi Zhou, Saining Xie, Silvio Savarese, Le Xue, Caiming Xiong, Ran Xu Title: BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset Arxiv: http://arxiv.org/abs/2505.09568v1 Abstract: Unifying image understanding and

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19:01

DeCLIP: Decoupled Learning for Open-Vocabulary Dense...

Daily Paper Cast ·

2025/05/16

🤗 Upvotes: 36 | cs.CV Authors: Junjie Wang, Bin Chen, Yulin Li, Bin Kang, Yichi Chen, Zhuotao Tian Title: DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception Arxiv: http://arxiv.org/abs/2505.04410v1 Abstract: Dense visual prediction tasks have been constrained by their reliance on predefined categories, limiting their applicability in real-world scenarios where

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21:48

Insights into DeepSeek-V3: Scaling Challenges and...

Daily Paper Cast ·

2025/05/16

🤗 Upvotes: 26 | cs.DC, cs.AI, cs.AR Authors: Chenggang Zhao, Chengqi Deng, Chong Ruan, Damai Dai, Huazuo Gao, Jiashi Li, Liyue Zhang, Panpan Huang, Shangyan Zhou, Shirong Ma, Wenfeng Liang, Ying He, Yuqing Wang, Yuxuan Liu, Y. X. Wei Title: Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures Arxiv: http://arxiv.org/abs/2505.09343v1 Abstract:

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21:57

MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech...

Daily Paper Cast ·

2025/05/15

🤗 Upvotes: 83 | eess.AS, cs.SDAuthors: Bowen Zhang, Congchao Guo, Geng Yang, Hang Yu, Haozhe Zhang, Heidi Lei, Jialong Mai, Junjie Yan, Kaiyue Yang, Mingqi Yang, Peikai Huang, Ruiyang Jin, Sitan Jiang, Weihua Cheng, Yawei Li, Yichen Xiao, Yiying Zhou, Yongmao Zhang, Yuan Lu, Yucen He Title: MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder Arxiv:

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20:47

Seed1.5-VL Technical Report

Daily Paper Cast ·

2025/05/14

🤗 Upvotes: 86 | cs.CV, cs.AIAuthors: Dong Guo, Faming Wu, Feida Zhu, Fuxing Leng, Guang Shi, Haobin Chen, Haoqi Fan, Jian Wang, Jianyu Jiang, Jiawei Wang, Jingji Chen, Jingjia Huang, Kang Lei, Liping Yuan, Lishu Luo, Pengfei Liu, Qinghao Ye, Rui Qian, Shen Yan, Shixiong Zhao, Shuai Peng, Shuangye Li, Sihang Yuan, Sijin Wu, Tianheng Cheng, Weiwei Liu, Wenqian Wang, Xianhan Zeng, Xiao Liu, Xiaobo Qin, Xiaohan Ding, Xiaojun Xiao, Xiaoying Zhang, Xuanwei

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21:51

MiMo: Unlocking the Reasoning Potential of Language...

Daily Paper Cast ·

2025/05/14

🤗 Upvotes: 53 | cs.CL, cs.AI, cs.LG Authors: Xiaomi LLM-Core Team, :, Bingquan Xia, Bowen Shen, Cici, Dawei Zhu, Di Zhang, Gang Wang, Hailin Zhang, Huaqiu Liu, Jiebao Xiao, Jinhao Dong, Liang Zhao, Peidian Li, Peng Wang, Shihua Yu, Shimao Chen, Weikun Wang, Wenhan Ma, Xiangwei Deng, Yi Huang, Yifan Song, Zihan Jiang, Bowen Ye, Can Cai, Chenhong He, Dong Zhang, Duo Zhang, Guoan Wang, Hao Tian, Haochen Zhao, Heng Qu, Hongshen Xu, Jun Shi, Kainan Bao,

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22:08

Step1X-3D: Towards High-Fidelity and Controllable...

Daily Paper Cast ·

2025/05/14

🤗 Upvotes: 48 | cs.CV Authors: Weiyu Li, Xuanyang Zhang, Zheng Sun, Di Qi, Hao Li, Wei Cheng, Weiwei Cai, Shihao Wu, Jiarui Liu, Zihao Wang, Xiao Chen, Feipeng Tian, Jianxiong Pan, Zeming Li, Gang Yu, Xiangyu Zhang, Daxin Jiang, Ping Tan Title: Step1X-3D: Towards High-Fidelity and Controllable Generation of Textured 3D Assets Arxiv: http://arxiv.org/abs/2505.07747v1 Abstract:

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21:11

Learning from Peers in Reasoning Models

Daily Paper Cast ·

2025/05/14

🤗 Upvotes: 34 | cs.CL Authors: Tongxu Luo, Wenyu Du, Jiaxi Bi, Stephen Chung, Zhengyang Tang, Hao Yang, Min Zhang, Benyou Wang Title: Learning from Peers in Reasoning Models Arxiv: http://arxiv.org/abs/2505.07787v1 Abstract: Large Reasoning Models (LRMs) have the ability to self-correct even when they make mistakes in their reasoning paths. However, our study reveals that when

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18:10

Unified Continuous Generative Models

Daily Paper Cast ·

2025/05/14

🤗 Upvotes: 32 | cs.LG, cs.AI, cs.CV Authors: Peng Sun, Yi Jiang, Tao Lin Title: Unified Continuous Generative Models Arxiv: http://arxiv.org/abs/2505.07447v1 Abstract: Recent advances in continuous generative models, including multi-step approaches like diffusion and flow-matching (typically requiring 8-1000 sampling steps) and few-step methods such as consistency models

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20:43

REFINE-AF: A Task-Agnostic Framework to Align...

Daily Paper Cast ·

2025/05/14

🤗 Upvotes: 26 | cs.CL Authors: Aniruddha Roy, Pretam Ray, Abhilash Nandy, Somak Aditya, Pawan Goyal Title: REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback Arxiv: http://arxiv.org/abs/2505.06548v1 Abstract: Instruction-based Large Language Models (LLMs) have proven effective in

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24:42

Bielik v3 Small: Technical Report

Daily Paper Cast ·

2025/05/13

🤗 Upvotes: 53 | cs.LG, cs.AI, cs.CL, 68T50, I.2.7 Authors: Krzysztof Ociepa, Łukasz Flis, Remigiusz Kinas, Krzysztof Wróbel, Adrian Gwoździej Title: Bielik v3 Small: Technical Report Arxiv: http://arxiv.org/abs/2505.02550v2 Abstract: We introduce Bielik v3, a series of parameter-efficient generative text models (1.5B and 4.5B) optimized for Polish language processing. These

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1,967 results

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