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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

26:17

LLMVoX: Autoregressive Streaming Text-to-Speech Model...

Daily Paper Cast ·

2025/03/08

🤗 Upvotes: 33 | cs.CL Authors: Sambal Shikhar, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly, Jean Lahoud, Fahad Khan, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal Title: LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM Arxiv: http://arxiv.org/abs/2503.04724v1 Abstract: Recent advancements in speech-to-speech dialogue systems leverage LLMs for multimodal

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22:08

EgoLife: Towards Egocentric Life Assistant

Daily Paper Cast ·

2025/03/08

🤗 Upvotes: 21 | cs.CV Authors: Jingkang Yang, Shuai Liu, Hongming Guo, Yuhao Dong, Xiamengwei Zhang, Sicheng Zhang, Pengyun Wang, Zitang Zhou, Binzhu Xie, Ziyue Wang, Bei Ouyang, Zhengyu Lin, Marco Cominelli, Zhongang Cai, Yuanhan Zhang, Peiyuan Zhang, Fangzhou Hong, Joerg Widmer, Francesco Gringoli, Lei Yang, Bo Li, Ziwei Liu Title: EgoLife: Towards Egocentric Life Assistant Arxiv:

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18:09

Babel: Open Multilingual Large Language Models...

Daily Paper Cast ·

2025/03/07

🤗 Upvotes: 42 | cs.CL, cs.AIAuthors: Yiran Zhao, Chaoqun Liu, Yue Deng, Jiahao Ying, Mahani Aljunied, Zhaodonghui Li, Lidong Bing, Hou Pong Chan, Yu Rong, Deli Zhao, Wenxuan Zhang Title: Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers Arxiv: http://arxiv.org/abs/2503.00865v1 Abstract: Large language models (LLMs) have revolutionized natural

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24:25

HoT: Highlighted Chain of Thought for Referencing...

Daily Paper Cast ·

2025/03/07

🤗 Upvotes: 27 | cs.CL, cs.HC Authors: Tin Nguyen, Logan Bolton, Mohammad Reza Taesiri, Anh Totti Nguyen Title: HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs Arxiv: http://arxiv.org/abs/2503.02003v2 Abstract: An Achilles heel of Large Language Models (LLMs) is their tendency to hallucinate non-factual statements. A response mixed of factual and

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23:46

Process-based Self-Rewarding Language Models

Daily Paper Cast ·

2025/03/07

🤗 Upvotes: 27 | cs.CL, cs.AI Authors: Shimao Zhang, Xiao Liu, Xin Zhang, Junxiao Liu, Zheheng Luo, Shujian Huang, Yeyun Gong Title: Process-based Self-Rewarding Language Models Arxiv: http://arxiv.org/abs/2503.03746v1 Abstract: Large Language Models have demonstrated outstanding performance across various downstream tasks and have been widely applied in multiple scenarios

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22:49

Visual-RFT: Visual Reinforcement Fine-Tuning

Daily Paper Cast ·

2025/03/05

🤗 Upvotes: 44 | cs.CVAuthors: Ziyu Liu, Zeyi Sun, Yuhang Zang, Xiaoyi Dong, Yuhang Cao, Haodong Duan, Dahua Lin, Jiaqi Wang Title: Visual-RFT: Visual Reinforcement Fine-Tuning Arxiv: http://arxiv.org/abs/2503.01785v1 Abstract: Reinforcement Fine-Tuning (RFT) in Large Reasoning Models like OpenAI o1 learns from feedback on its answers, which is especially useful in applications

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25:44

Phi-4-Mini Technical Report: Compact yet Powerful...

Daily Paper Cast ·

2025/03/05

🤗 Upvotes: 42 | cs.CL, cs.AI, cs.LG Authors: Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, Hany Awadalla, Nguyen Bach, Jianmin Bao, Alon Benhaim, Martin Cai, Vishrav Chaudhary, Congcong Chen, Dong Chen, Dongdong Chen, Junkun Chen, Weizhu Chen, Yen-Chun Chen, Yi-ling Chen, Qi Dai, Xiyang Dai, Ruchao Fan, Mei Gao, Min Gao, Amit Garg, Abhishek Goswami, Junheng Hao, Amr Hendy, Yuxuan Hu, Xin Jin, Mahmoud Khademi, Dongwoo Kim, Young Jin Kim, Gina

en

19:04

Difix3D+: Improving 3D Reconstructions with...

Daily Paper Cast ·

2025/03/05

🤗 Upvotes: 30 | cs.CV Authors: Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling Title: Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models Arxiv: http://arxiv.org/abs/2503.01774v1 Abstract: Neural Radiance Fields and 3D Gaussian Splatting have revolutionized 3D reconstruction and

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22:49

DeepSolution: Boosting Complex Engineering Solution...

Daily Paper Cast ·

2025/03/04

🤗 Upvotes: 27 | cs.AI Authors: Zhuoqun Li, Haiyang Yu, Xuanang Chen, Hongyu Lin, Yaojie Lu, Fei Huang, Xianpei Han, Yongbin Li, Le Sun Title: DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking Arxiv: http://arxiv.org/abs/2502.20730v1 Abstract: Designing solutions for complex engineering challenges is crucial in human

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22:37

Chain of Draft: Thinking Faster by Writing Less

Daily Paper Cast ·

2025/03/04

🤗 Upvotes: 27 | cs.CL, I.2.7 Authors: Silei Xu, Wenhao Xie, Lingxiao Zhao, Pengcheng He Title: Chain of Draft: Thinking Faster by Writing Less Arxiv: http://arxiv.org/abs/2502.18600v1 Abstract: Large Language Models (LLMs) have demonstrated remarkable performance in solving complex reasoning tasks through mechanisms like Chain-of-Thought (CoT) prompting, which emphasizes

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25:33

Multi-Turn Code Generation Through Single-Step Rewards

Daily Paper Cast ·

2025/03/04

🤗 Upvotes: 21 | cs.LG, cs.AI, cs.CL Authors: Arnav Kumar Jain, Gonzalo Gonzalez-Pumariega, Wayne Chen, Alexander M Rush, Wenting Zhao, Sanjiban Choudhury Title: Multi-Turn Code Generation Through Single-Step Rewards Arxiv: http://arxiv.org/abs/2502.20380v1 Abstract: We address the problem of code generation from multi-turn execution feedback. Existing methods either generate

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24:30

Self-rewarding correction for mathematical reasoning

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 51 | cs.AI, cs.LGAuthors: Wei Xiong, Hanning Zhang, Chenlu Ye, Lichang Chen, Nan Jiang, Tong Zhang Title: Self-rewarding correction for mathematical reasoning Arxiv: http://arxiv.org/abs/2502.19613v1 Abstract: We study self-rewarding reasoning large language models (LLMs), which can simultaneously generate step-by-step reasoning and evaluate the correctness of their

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23:19

MedVLM-R1: Incentivizing Medical Reasoning Capability...

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 44 | cs.CV, cs.AI Authors: Jiazhen Pan, Che Liu, Junde Wu, Fenglin Liu, Jiayuan Zhu, Hongwei Bran Li, Chen Chen, Cheng Ouyang, Daniel Rueckert Title: MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Arxiv: http://arxiv.org/abs/2502.19634v1 Abstract: Reasoning is a critical frontier for advancing medical

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22:25

R2-T2: Re-Routing in Test-Time for Multimodal...

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 33 | cs.LG Authors: Zhongyang Li, Ziyue Li, Tianyi Zhou Title: R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts Arxiv: http://arxiv.org/abs/2502.20395v1 Abstract: In large multimodal models (LMMs), the perception of non-language modalities (e.g., visual representations) is usually not on par with the large language models (LLMs)' powerful reasoning

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23:05

LongRoPE2: Near-Lossless LLM Context Window Scaling

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 21 | cs.CL Authors: Ning Shang, Li Lyna Zhang, Siyuan Wang, Gaokai Zhang, Gilsinia Lopez, Fan Yang, Weizhu Chen, Mao Yang Title: LongRoPE2: Near-Lossless LLM Context Window Scaling Arxiv: http://arxiv.org/abs/2502.20082v1 Abstract: LongRoPE2 is a novel approach that extends the effective context window of pre-trained large language models (LLMs) to the target length,

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26:27

FINEREASON: Evaluating and Improving LLMs' Deliberate...

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 19 | cs.CL Authors: Guizhen Chen, Weiwen Xu, Hao Zhang, Hou Pong Chan, Chaoqun Liu, Lidong Bing, Deli Zhao, Anh Tuan Luu, Yu Rong Title: FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Arxiv: http://arxiv.org/abs/2502.20238v1 Abstract: Many challenging reasoning tasks require not just rapid, intuitive responses, but a

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21:52

CODESYNC: Synchronizing Large Language Models with...

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 15 | cs.CL, cs.AI, cs.SE Authors: Chenlong Wang, Zhaoyang Chu, Zhengxiang Cheng, Xuyi Yang, Kaiyue Qiu, Yao Wan, Zhou Zhao, Xuanhua Shi, Dongping Chen Title: CODESYNC: Synchronizing Large Language Models with Dynamic Code Evolution at Scale Arxiv: http://arxiv.org/abs/2502.16645v1 Abstract: Large Language Models (LLMs) have exhibited exceptional performance in

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24:43

UniTok: A Unified Tokenizer for Visual Generation and...

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 15 | cs.CV, cs.AI Authors: Chuofan Ma, Yi Jiang, Junfeng Wu, Jihan Yang, Xin Yu, Zehuan Yuan, Bingyue Peng, Xiaojuan Qi Title: UniTok: A Unified Tokenizer for Visual Generation and Understanding Arxiv: http://arxiv.org/abs/2502.20321v1 Abstract: The representation disparity between visual generation and understanding imposes a critical gap in integrating these

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23:40

NeoBERT: A Next-Generation BERT

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 11 | cs.CL, cs.AI Authors: Lola Le Breton, Quentin Fournier, Mariam El Mezouar, Sarath Chandar Title: NeoBERT: A Next-Generation BERT Arxiv: http://arxiv.org/abs/2502.19587v1 Abstract: Recent innovations in architecture, pre-training, and fine-tuning have led to the remarkable in-context learning and reasoning abilities of large auto-regressive language models such as

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21:30

Lean and Mean: Decoupled Value Policy Optimization...

Daily Paper Cast ·

2025/03/01

🤗 Upvotes: 9 | cs.LG, cs.AI Authors: Chenghua Huang, Lu Wang, Fangkai Yang, Pu Zhao, Zhixu Li, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang Title: Lean and Mean: Decoupled Value Policy Optimization with Global Value Guidance Arxiv: http://arxiv.org/abs/2502.16944v1 Abstract: Proximal Policy Optimization (PPO)-based Reinforcement Learning from Human Feedback (RLHF) is

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2,195 results

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