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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

26:35

Building Foundations for Natural Language Processing...

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 3 | cs.CL Authors: Şaziye Betül Özateş, Tarık Emre Tıraş, Ece Elif Adak, Berat Doğan, Fatih Burak Karagöz, Efe Eren Genç, Esma F. Bilgin Taşdemir Title: Building Foundations for Natural Language Processing of Historical Turkish: Resources and Models Arxiv: http://arxiv.org/abs/2501.04828v1 Abstract: This paper introduces foundational resources and models for natural

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27:07

rStar-Math: Small LLMs Can Master Math Reasoning with...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 116 | cs.CLAuthors: Xinyu Guan, Li Lyna Zhang, Yifei Liu, Ning Shang, Youran Sun, Yi Zhu, Fan Yang, Mao Yang Title: rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Arxiv: http://arxiv.org/abs/2501.04519v1 Abstract: We present rStar-Math to demonstrate that small language models (SLMs) can rival or even surpass the math reasoning

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24:54

Towards System 2 Reasoning in LLMs: Learning How to...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 47 | cs.AI, cs.CL Authors: Violet Xiang, Charlie Snell, Kanishk Gandhi, Alon Albalak, Anikait Singh, Chase Blagden, Duy Phung, Rafael Rafailov, Nathan Lile, Dakota Mahan, Louis Castricato, Jan-Philipp Franken, Nick Haber, Chelsea Finn Title: Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought Arxiv: http://arxiv.org/abs/2501.04682v1 Abstract:

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23:38

URSA: Understanding and Verifying Chain-of-thought...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 38 | cs.CL, cs.AI, cs.LG Authors: Ruilin Luo, Zhuofan Zheng, Yifan Wang, Yiyao Yu, Xinzhe Ni, Zicheng Lin, Jin Zeng, Yujiu Yang Title: URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Arxiv: http://arxiv.org/abs/2501.04686v1 Abstract: Chain-of-thought (CoT) reasoning has been widely applied in the mathematical reasoning of Large

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23:32

Agent Laboratory: Using LLM Agents as Research...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 38 | cs.HC, cs.AI, cs.CL, cs.LG Authors: Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Zicheng Liu, Emad Barsoum Title: Agent Laboratory: Using LLM Agents as Research Assistants Arxiv: http://arxiv.org/abs/2501.04227v1 Abstract: Historically, scientific discovery has been a lengthy and costly process, demanding substantial

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25:14

LLM4SR: A Survey on Large Language Models for...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 21 | cs.CL, cs.DL Authors: Ziming Luo, Zonglin Yang, Zexin Xu, Wei Yang, Xinya Du Title: LLM4SR: A Survey on Large Language Models for Scientific Research Arxiv: http://arxiv.org/abs/2501.04306v1 Abstract: In recent years, the rapid advancement of Large Language Models (LLMs) has transformed the landscape of scientific research, offering unprecedented support across

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21:01

InfiGUIAgent: A Multimodal Generalist GUI Agent with...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 16 | cs.AI, cs.CL, cs.HC Authors: Yuhang Liu, Pengxiang Li, Zishu Wei, Congkai Xie, Xueyu Hu, Xinchen Xu, Shengyu Zhang, Xiaotian Han, Hongxia Yang, Fei Wu Title: InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection Arxiv: http://arxiv.org/abs/2501.04575v1 Abstract: Graphical User Interface (GUI) Agents, powered by multimodal large

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22:59

SPAR3D: Stable Point-Aware Reconstruction of 3D...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 12 | cs.CV, cs.GR Authors: Zixuan Huang, Mark Boss, Aaryaman Vasishta, James M. Rehg, Varun Jampani Title: SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images Arxiv: http://arxiv.org/abs/2501.04689v1 Abstract: We study the problem of single-image 3D object reconstruction. Recent works have diverged into two directions: regression-based modeling

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22:10

GeAR: Generation Augmented Retrieval

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 12 | cs.IR, cs.CL Authors: Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang Title: GeAR: Generation Augmented Retrieval Arxiv: http://arxiv.org/abs/2501.02772v1 Abstract: Document retrieval techniques form the foundation for the development of large-scale information systems. The prevailing methodology is to

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24:00

Chirpy3D: Continuous Part Latents for Creative 3D...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 10 | cs.CV, cs.GR Authors: Kam Woh Ng, Jing Yang, Jia Wei Sii, Jiankang Deng, Chee Seng Chan, Yi-Zhe Song, Tao Xiang, Xiatian Zhu Title: Chirpy3D: Continuous Part Latents for Creative 3D Bird Generation Arxiv: http://arxiv.org/abs/2501.04144v1 Abstract: In this paper, we push the boundaries of fine-grained 3D generation into truly creative territory. Current methods

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22:36

DPO Kernels: A Semantically-Aware, Kernel-Enhanced,...

Daily Paper Cast ·

2025/01/10

🤗 Upvotes: 5 | cs.LG, cs.AI, cs.CL, 68T45 Authors: Amitava Das, Suranjana Trivedy, Danush Khanna, Rajarshi Roy, Gurpreet Singh, Basab Ghosh, Yaswanth Narsupalli, Vinija Jain, Vasu Sharma, Aishwarya Naresh Reganti, Aman Chadha Title: DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization Arxiv: http://arxiv.org/abs/2501.03271v2

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21:46

REINFORCE++: A Simple and Efficient Approach for...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 51 | cs.CL, cs.LGAuthors: Jian Hu Title: REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Arxiv: http://arxiv.org/abs/2501.03262v1 Abstract: Reinforcement Learning from Human Feedback (RLHF) has emerged as a critical approach for aligning large language models with human preferences, witnessing rapid algorithmic evolution through

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22:34

MotionBench: Benchmarking and Improving Fine-grained...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 32 | cs.CV Authors: Wenyi Hong, Yean Cheng, Zhuoyi Yang, Weihan Wang, Lefan Wang, Xiaotao Gu, Shiyu Huang, Yuxiao Dong, Jie Tang Title: MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models Arxiv: http://arxiv.org/abs/2501.02955v1 Abstract: In recent years, vision language models (VLMs) have made significant

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25:38

Cosmos World Foundation Model Platform for Physical AI

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 31 | cs.CV, cs.AI, cs.LG, cs.RO Authors: NVIDIA, :, Niket Agarwal, Arslan Ali, Maciej Bala, Yogesh Balaji, Erik Barker, Tiffany Cai, Prithvijit Chattopadhyay, Yongxin Chen, Yin Cui, Yifan Ding, Daniel Dworakowski, Jiaojiao Fan, Michele Fenzi, Francesco Ferroni, Sanja Fidler, Dieter Fox, Songwei Ge, Yunhao Ge, Jinwei Gu, Siddharth Gururani, Ethan He, Jiahui Huang, Jacob Huffman, Pooya Jannaty, Jingyi Jin, Seung Wook Kim, Gergely Klár, Grace

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21:51

LLaVA-Mini: Efficient Image and Video Large...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 22 | cs.CV, cs.AI, cs.CL Authors: Shaolei Zhang, Qingkai Fang, Zhe Yang, Yang Feng Title: LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token Arxiv: http://arxiv.org/abs/2501.03895v1 Abstract: The advent of real-time large multimodal models (LMMs) like GPT-4o has sparked considerable interest in efficient LMMs. LMM frameworks typically

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22:41

Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 18 | cs.CV Authors: Haobo Yuan, Xiangtai Li, Tao Zhang, Zilong Huang, Shilin Xu, Shunping Ji, Yunhai Tong, Lu Qi, Jiashi Feng, Ming-Hsuan Yang Title: Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos Arxiv: http://arxiv.org/abs/2501.04001v1 Abstract: This work presents Sa2VA, the first unified model for dense grounded understanding

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23:15

Diffusion as Shader: 3D-aware Video Diffusion for...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 13 | cs.CV, cs.AI, cs.GR Authors: Zekai Gu, Rui Yan, Jiahao Lu, Peng Li, Zhiyang Dou, Chenyang Si, Zhen Dong, Qifeng Liu, Cheng Lin, Ziwei Liu, Wenping Wang, Yuan Liu Title: Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control Arxiv: http://arxiv.org/abs/2501.03847v1 Abstract: Diffusion models have demonstrated impressive performance in

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20:34

OpenOmni: Large Language Models Pivot Zero-shot...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 10 | cs.CL, cs.CV Authors: Run Luo, Ting-En Lin, Haonan Zhang, Yuchuan Wu, Xiong Liu, Min Yang, Yongbin Li, Longze Chen, Jiaming Li, Lei Zhang, Yangyi Chen, Hamid Alinejad-Rokny, Fei Huang Title: OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis Arxiv: http://arxiv.org/abs/2501.04561v1

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22:09

PPTAgent: Generating and Evaluating Presentations...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 10 | cs.AI, cs.CL Authors: Hao Zheng, Xinyan Guan, Hao Kong, Jia Zheng, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun Title: PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides Arxiv: http://arxiv.org/abs/2501.03936v1 Abstract: Automatically generating presentations from documents is a challenging task that requires balancing content quality,

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22:34

Segmenting Text and Learning Their Rewards for...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 6 | cs.CL, cs.AI Authors: Yueqin Yin, Shentao Yang, Yujia Xie, Ziyi Yang, Yuting Sun, Hany Awadalla, Weizhu Chen, Mingyuan Zhou Title: Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model Arxiv: http://arxiv.org/abs/2501.02790v1 Abstract: Reinforcement learning from human feedback (RLHF) has been widely adopted to align language models (LMs)

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1,967 results

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