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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

21:21

Grokking in the Wild: Data Augmentation for...

Daily Paper Cast ·

2025/05/07

🤗 Upvotes: 44 | cs.CL, cs.AI, cs.LG, I.2.7; I.2.6; I.2.3; I.7 Authors: Roman Abramov, Felix Steinbauer, Gjergji Kasneci Title: Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers Arxiv: http://arxiv.org/abs/2504.20752v1 Abstract: Transformers have achieved great success in numerous NLP tasks but continue to exhibit notable gaps in

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23:23

Practical Efficiency of Muon for Pretraining

Daily Paper Cast ·

2025/05/07

🤗 Upvotes: 30 | cs.LG, stat.ML Authors: Essential AI, :, Ishaan Shah, Anthony M. Polloreno, Karl Stratos, Philip Monk, Adarsh Chaluvaraju, Andrew Hojel, Andrew Ma, Anil Thomas, Ashish Tanwer, Darsh J Shah, Khoi Nguyen, Kurt Smith, Michael Callahan, Michael Pust, Mohit Parmar, Peter Rushton, Platon Mazarakis, Ritvik Kapila, Saurabh Srivastava, Somanshu Singla, Tim Romanski, Yash Vanjani, Ashish Vaswani Title: Practical

en

18:22

PixelHacker: Image Inpainting with Structural and...

Daily Paper Cast ·

2025/05/06

🤗 Upvotes: 24 | cs.CV Authors: Ziyang Xu, Kangsheng Duan, Xiaolei Shen, Zhifeng Ding, Wenyu Liu, Xiaohu Ruan, Xiaoxin Chen, Xinggang Wang Title: PixelHacker: Image Inpainting with Structural and Semantic Consistency Arxiv: http://arxiv.org/abs/2504.20438v2 Abstract: Image inpainting is a fundamental research area between image editing and image generation. Recent

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22:48

A Survey of Interactive Generative Video

Daily Paper Cast ·

2025/05/03

🤗 Upvotes: 31 | cs.CVAuthors: Jiwen Yu, Yiran Qin, Haoxuan Che, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Hao Chen, Xihui Liu Title: A Survey of Interactive Generative Video Arxiv: http://arxiv.org/abs/2504.21853v1 Abstract: Interactive Generative Video (IGV) has emerged as a crucial technology in response to the growing demand for high-quality, interactive video

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22:03

DeepCritic: Deliberate Critique with Large Language...

Daily Paper Cast ·

2025/05/03

🤗 Upvotes: 27 | cs.CL, cs.AI, cs.LG Authors: Wenkai Yang, Jingwen Chen, Yankai Lin, Ji-Rong Wen Title: DeepCritic: Deliberate Critique with Large Language Models Arxiv: http://arxiv.org/abs/2505.00662v1 Abstract: As Large Language Models (LLMs) are rapidly evolving, providing accurate feedback and scalable oversight on their outputs becomes an urgent and critical problem

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22:09

Sadeed: Advancing Arabic Diacritization Through Small...

Daily Paper Cast ·

2025/05/02

🤗 Upvotes: 44 | cs.CL, cs.AIAuthors: Zeina Aldallal, Sara Chrouf, Khalil Hennara, Mohamed Motaism Hamed, Muhammad Hreden, Safwan AlModhayan Title: Sadeed: Advancing Arabic Diacritization Through Small Language Model Arxiv: http://arxiv.org/abs/2504.21635v1 Abstract: Arabic text diacritization remains a persistent challenge in natural language processing due to the language's

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21:12

WebThinker: Empowering Large Reasoning Models with...

Daily Paper Cast ·

2025/05/02

🤗 Upvotes: 27 | cs.CL, cs.AI, cs.IR Authors: Xiaoxi Li, Jiajie Jin, Guanting Dong, Hongjin Qian, Yutao Zhu, Yongkang Wu, Ji-Rong Wen, Zhicheng Dou Title: WebThinker: Empowering Large Reasoning Models with Deep Research Capability Arxiv: http://arxiv.org/abs/2504.21776v1 Abstract: Large reasoning models (LRMs), such as OpenAI-o1 and DeepSeek-R1, demonstrate impressive

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20:00

Phi-4-Mini-Reasoning: Exploring the Limits of Small...

Daily Paper Cast ·

2025/05/02

🤗 Upvotes: 24 | cs.CL Authors: Haoran Xu, Baolin Peng, Hany Awadalla, Dongdong Chen, Yen-Chun Chen, Mei Gao, Young Jin Kim, Yunsheng Li, Liliang Ren, Yelong Shen, Shuohang Wang, Weijian Xu, Jianfeng Gao, Weizhu Chen Title: Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math Arxiv: http://arxiv.org/abs/2504.21233v1 Abstract: Chain-of-Thought

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18:37

COMPACT: COMPositional Atomic-to-Complex Visual...

Daily Paper Cast ·

2025/05/02

🤗 Upvotes: 22 | cs.CV Authors: Xindi Wu, Hee Seung Hwang, Polina Kirichenko, Olga Russakovsky Title: COMPACT: COMPositional Atomic-to-Complex Visual Capability Tuning Arxiv: http://arxiv.org/abs/2504.21850v1 Abstract: Multimodal Large Language Models (MLLMs) excel at simple vision-language tasks but struggle when faced with complex tasks that require multiple capabilities, such

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22:26

Reinforcement Learning for Reasoning in Large...

Daily Paper Cast ·

2025/05/01

🤗 Upvotes: 49 | cs.LG, cs.AI, cs.CLAuthors: Yiping Wang, Qing Yang, Zhiyuan Zeng, Liliang Ren, Lucas Liu, Baolin Peng, Hao Cheng, Xuehai He, Kuan Wang, Jianfeng Gao, Weizhu Chen, Shuohang Wang, Simon Shaolei Du, Yelong Shen Title: Reinforcement Learning for Reasoning in Large Language Models with One Training Example Arxiv: http://arxiv.org/abs/2504.20571v1 Abstract: We show

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21:56

UniversalRAG: Retrieval-Augmented Generation over...

Daily Paper Cast ·

2025/05/01

🤗 Upvotes: 44 | cs.CL, cs.AI, cs.CV, cs.IR, cs.LG Authors: Woongyeong Yeo, Kangsan Kim, Soyeong Jeong, Jinheon Baek, Sung Ju Hwang Title: UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Arxiv: http://arxiv.org/abs/2504.20734v1 Abstract: Retrieval-Augmented Generation (RAG) has shown substantial promise in improving

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21:22

ReasonIR: Training Retrievers for Reasoning Tasks

Daily Paper Cast ·

2025/05/01

🤗 Upvotes: 36 | cs.AI, cs.CL, cs.IR, cs.LG Authors: Rulin Shao, Rui Qiao, Varsha Kishore, Niklas Muennighoff, Xi Victoria Lin, Daniela Rus, Bryan Kian Hsiang Low, Sewon Min, Wen-tau Yih, Pang Wei Koh, Luke Zettlemoyer Title: ReasonIR: Training Retrievers for Reasoning Tasks Arxiv: http://arxiv.org/abs/2504.20595v1 Abstract: We present ReasonIR-8B, the first retriever

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20:54

The Leaderboard Illusion

Daily Paper Cast ·

2025/05/01

🤗 Upvotes: 36 | cs.AI, cs.CL, cs.LG, stat.ME Authors: Shivalika Singh, Yiyang Nan, Alex Wang, Daniel D'Souza, Sayash Kapoor, Ahmet Üstün, Sanmi Koyejo, Yuntian Deng, Shayne Longpre, Noah Smith, Beyza Ermis, Marzieh Fadaee, Sara Hooker Title: The Leaderboard Illusion Arxiv: http://arxiv.org/abs/2504.20879v1 Abstract: Measuring progress is fundamental to the advancement of any

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21:07

Toward Evaluative Thinking: Meta Policy Optimization...

Daily Paper Cast ·

2025/05/01

🤗 Upvotes: 28 | cs.CL Authors: Zae Myung Kim, Chanwoo Park, Vipul Raheja, Dongyeop Kang Title: Toward Evaluative Thinking: Meta Policy Optimization with Evolving Reward Models Arxiv: http://arxiv.org/abs/2504.20157v1 Abstract: Reward-based alignment methods for large language models (LLMs) face two key limitations: vulnerability to reward hacking, where models exploit flaws in

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21:57

RepText: Rendering Visual Text via Replicating

Daily Paper Cast ·

2025/04/30

🤗 Upvotes: 22 | cs.CVAuthors: Haofan Wang, Yujia Xu, Yimeng Li, Junchen Li, Chaowei Zhang, Jing Wang, Kejia Yang, Zhibo Chen Title: RepText: Rendering Visual Text via Replicating Arxiv: http://arxiv.org/abs/2504.19724v1 Abstract: Although contemporary text-to-image generation models have achieved remarkable breakthroughs in producing visually appealing images, their capacity to

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21:33

Towards Understanding Camera Motions in Any Video

Daily Paper Cast ·

2025/04/29

🤗 Upvotes: 127 | cs.CV, cs.AI, cs.CL, cs.LG, cs.MM Authors: Zhiqiu Lin, Siyuan Cen, Daniel Jiang, Jay Karhade, Hewei Wang, Chancharik Mitra, Tiffany Ling, Yuhan Huang, Sifan Liu, Mingyu Chen, Rushikesh Zawar, Xue Bai, Yilun Du, Chuang Gan, Deva Ramanan Title: Towards Understanding Camera Motions in Any Video Arxiv: http://arxiv.org/abs/2504.15376v1 Abstract: We introduce

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21:29

Skywork R1V2: Multimodal Hybrid Reinforcement...

Daily Paper Cast ·

2025/04/29

🤗 Upvotes: 43 | cs.CV Authors: Chris, Yichen Wei, Yi Peng, Xiaokun Wang, Weijie Qiu, Wei Shen, Tianyidan Xie, Jiangbo Pei, Jianhao Zhang, Yunzhuo Hao, Xuchen Song, Yang Liu, Yahui Zhou Title: Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning Arxiv: http://arxiv.org/abs/2504.16656v2 Abstract: We present Skywork R1V2, a next-generation multimodal reasoning model

en

20:32

BitNet v2: Native 4-bit Activations with Hadamard...

Daily Paper Cast ·

2025/04/29

🤗 Upvotes: 25 | cs.CL, cs.LG Authors: Hongyu Wang, Shuming Ma, Furu Wei Title: BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs Arxiv: http://arxiv.org/abs/2504.18415v1 Abstract: Efficient deployment of 1-bit Large Language Models (LLMs) is hindered by activation outliers, which complicate quantization to low bit-widths. We introduce BitNet v2, a

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20:44

Step1X-Edit: A Practical Framework for General Image...

Daily Paper Cast ·

2025/04/26

🤗 Upvotes: 55 | cs.CVAuthors: Shiyu Liu, Yucheng Han, Peng Xing, Fukun Yin, Rui Wang, Wei Cheng, Jiaqi Liao, Yingming Wang, Honghao Fu, Chunrui Han, Guopeng Li, Yuang Peng, Quan Sun, Jingwei Wu, Yan Cai, Zheng Ge, Ranchen Ming, Lei Xia, Xianfang Zeng, Yibo Zhu, Binxing Jiao, Xiangyu Zhang, Gang Yu, Daxin Jiang Title: Step1X-Edit: A Practical Framework for General Image Editing Arxiv:

en

22:01

Paper2Code: Automating Code Generation from...

Daily Paper Cast ·

2025/04/26

🤗 Upvotes: 50 | cs.CL Authors: Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang Title: Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Arxiv: http://arxiv.org/abs/2504.17192v1 Abstract: Despite the rapid growth of machine learning research, corresponding code implementations are often unavailable, making it slow and labor-intensive for

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2,195 results

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