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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

23:39

Vibe Checker: Aligning Code Evaluation with Human...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 28 | cs.CL, cs.AI, cs.LG, cs.SE Authors: Ming Zhong, Xiang Zhou, Ting-Yun Chang, Qingze Wang, Nan Xu, Xiance Si, Dan Garrette, Shyam Upadhyay, Jeremiah Liu, Jiawei Han, Benoit Schillings, Jiao Sun Title: Vibe Checker: Aligning Code Evaluation with Human Preference Arxiv: http://arxiv.org/abs/2510.07315v1 Abstract: Large Language Models (LLMs) have catalyzed vibe

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21:41

Less is More: Recursive Reasoning with Tiny Networks

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 89 | cs.LG, cs.AIAuthors: Alexia Jolicoeur-Martineau Title: Less is More: Recursive Reasoning with Tiny Networks Arxiv: http://arxiv.org/abs/2510.04871v1 Abstract: Hierarchical Reasoning Model (HRM) is a novel approach using two small neural networks recursing at different frequencies. This biologically inspired method beats Large Language models (LLMs) on hard

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27:21

TaTToo: Tool-Grounded Thinking PRM for Test-Time...

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 59 | cs.AI, cs.CL, cs.LG Authors: Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He Title: TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning Arxiv: http://arxiv.org/abs/2510.06217v1 Abstract: Process Reward Models (PRMs) have recently emerged as a powerful framework for enhancing the

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23:46

Fathom-DeepResearch: Unlocking Long Horizon...

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 58 | cs.AI, cs.LG Authors: Shreyas Singh, Kunal Singh, Pradeep Moturi Title: Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs Arxiv: http://arxiv.org/abs/2509.24107v1 Abstract: Tool-integrated reasoning has emerged as a key focus for enabling agentic applications. Among these, DeepResearch Agents have gained significant

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27:45

In-the-Flow Agentic System Optimization for Effective...

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 37 | cs.AI, cs.CL, cs.LG, cs.MA Authors: Zhuofeng Li, Haoxiang Zhang, Seungju Han, Sheng Liu, Jianwen Xie, Yu Zhang, Yejin Choi, James Zou, Pan Lu Title: In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Arxiv: http://arxiv.org/abs/2510.05592v1 Abstract: Outcome-driven reinforcement learning has advanced reasoning in large language models

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23:35

Fast-dLLM v2: Efficient Block-Diffusion LLM

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 33 | cs.CL Authors: Chengyue Wu, Hao Zhang, Shuchen Xue, Shizhe Diao, Yonggan Fu, Zhijian Liu, Pavlo Molchanov, Ping Luo, Song Han, Enze Xie Title: Fast-dLLM v2: Efficient Block-Diffusion LLM Arxiv: http://arxiv.org/abs/2509.26328v1 Abstract: Autoregressive (AR) large language models (LLMs) have achieved remarkable performance across a wide range of natural language

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22:12

CoDA: Coding LM via Diffusion Adaptation

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 25 | cs.LG, cs.AI, I.2.7 Authors: Haolin Chen, Shiyu Wang, Can Qin, Bo Pang, Zuxin Liu, Jielin Qiu, Jianguo Zhang, Yingbo Zhou, Zeyuan Chen, Ran Xu, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang, Weiran Yao Title: CoDA: Coding LM via Diffusion Adaptation Arxiv: http://arxiv.org/abs/2510.03270v1 Abstract: Diffusion language models promise bidirectional

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24:54

Drax: Speech Recognition with Discrete Flow Matching

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 22 | eess.AS, cs.LG, cs.SD Authors: Aviv Navon, Aviv Shamsian, Neta Glazer, Yael Segal-Feldman, Gill Hetz, Joseph Keshet, Ethan Fetaya Title: Drax: Speech Recognition with Discrete Flow Matching Arxiv: http://arxiv.org/abs/2510.04162v1 Abstract: Diffusion and flow-based non-autoregressive (NAR) models have shown strong promise in large language modeling, however,

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21:54

Paper2Video: Automatic Video Generation from...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 55 | cs.CV, cs.AI, cs.CL, cs.MA, cs.MMAuthors: Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou Title: Paper2Video: Automatic Video Generation from Scientific Papers Arxiv: http://arxiv.org/abs/2510.05096v1 Abstract: Academic presentation videos have become an essential medium for research communication, yet producing them remains highly labor-intensive, often requiring

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25:31

MITS: Enhanced Tree Search Reasoning for LLMs via...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 35 | cs.AI Authors: Jiaxi Li, Yucheng Shi, Jin Lu, Ninghao Liu Title: MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information Arxiv: http://arxiv.org/abs/2510.03632v1 Abstract: Tree search has become as a representative framework for test-time reasoning with large language models (LLMs), exemplified by methods such as Tree-of-Thought and Monte

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26:25

Video-LMM Post-Training: A Deep Dive into Video...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 35 | cs.CV Authors: Yunlong Tang, Jing Bi, Pinxin Liu, Zhenyu Pan, Zhangyun Tan, Qianxiang Shen, Jiani Liu, Hang Hua, Junjia Guo, Yunzhong Xiao, Chao Huang, Zhiyuan Wang, Susan Liang, Xinyi Liu, Yizhi Song, Yuhe Nie, Jia-Xing Zhong, Bozheng Li, Daiqing Qi, Ziyun Zeng, Ali Vosoughi, Luchuan Song, Zeliang Zhang, Daiki Shimada, Han Liu, Jiebo Luo, Chenliang Xu Title: Video-LMM Post-Training: A Deep Dive into Video

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22:20

VChain: Chain-of-Visual-Thought for Reasoning in...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 31 | cs.CV Authors: Ziqi Huang, Ning Yu, Gordon Chen, Haonan Qiu, Paul Debevec, Ziwei Liu Title: VChain: Chain-of-Visual-Thought for Reasoning in Video Generation Arxiv: http://arxiv.org/abs/2510.05094v1 Abstract: Recent video generation models can produce smooth and visually appealing clips, but they often struggle to synthesize complex dynamics with a coherent chain

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20:49

Imperceptible Jailbreaking against Large Language Models

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 26 | cs.CL, cs.AI, cs.CR Authors: Kuofeng Gao, Yiming Li, Chao Du, Xin Wang, Xingjun Ma, Shu-Tao Xia, Tianyu Pang Title: Imperceptible Jailbreaking against Large Language Models Arxiv: http://arxiv.org/abs/2510.05025v1 Abstract: Jailbreaking attacks on the vision modality typically rely on imperceptible adversarial perturbations, whereas attacks on the textual

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26:37

Agentic Context Engineering: Evolving Contexts for...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 25 | cs.LG, cs.AI, cs.CL Authors: Qizheng Zhang, Changran Hu, Shubhangi Upasani, Boyuan Ma, Fenglu Hong, Vamsidhar Kamanuru, Jay Rainton, Chen Wu, Mengmeng Ji, Hanchen Li, Urmish Thakker, James Zou, Kunle Olukotun Title: Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models Arxiv: http://arxiv.org/abs/2510.04618v1 Abstract: Large language

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23:07

Hybrid Architectures for Language Models: Systematic...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 23 | cs.CL Authors: Sangmin Bae, Bilge Acun, Haroun Habeeb, Seungyeon Kim, Chien-Yu Lin, Liang Luo, Junjie Wang, Carole-Jean Wu Title: Hybrid Architectures for Language Models: Systematic Analysis and Design Insights Arxiv: http://arxiv.org/abs/2510.04800v1 Abstract: Recent progress in large language models demonstrates that hybrid architectures--combining

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22:52

Optimal Scaling Needs Optimal Norm

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 22 | cs.LG, cs.AI, stat.ML Authors: Oleg Filatov, Jiangtao Wang, Jan Ebert, Stefan Kesselheim Title: Optimal Scaling Needs Optimal Norm Arxiv: http://arxiv.org/abs/2510.03871v1 Abstract: Despite recent progress in optimal hyperparameter transfer under model and dataset scaling, no unifying explanatory principle has been established. Using the Scion optimizer, we

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25:25

Apriel-1.5-15b-Thinker

Daily Paper Cast ·

2025/10/07

🤗 Upvotes: 78 | cs.AI Authors: Shruthan Radhakrishna, Aman Tiwari, Aanjaneya Shukla, Masoud Hashemi, Rishabh Maheshwary, Shiva Krishna Reddy Malay, Jash Mehta, Pulkit Pattnaik, Saloni Mittal, Khalil Slimi, Kelechi Ogueji, Akintunde Oladipo, Soham Parikh, Oluwanifemi Bamgbose, Toby Liang, Ahmed Masry, Khyati Mahajan, Sai Rajeswar Mudumba, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Torsten Scholak, Sagar Davasam, Srinivas Sunkara, Nicholas Chapados

en

22:02

Large Reasoning Models Learn Better Alignment from...

Daily Paper Cast ·

2025/10/07

🤗 Upvotes: 34 | cs.LG Authors: ShengYun Peng, Eric Smith, Ivan Evtimov, Song Jiang, Pin-Yu Chen, Hongyuan Zhan, Haozhu Wang, Duen Horng Chau, Mahesh Pasupuleti, Jianfeng Chi Title: Large Reasoning Models Learn Better Alignment from Flawed Thinking Arxiv: http://arxiv.org/abs/2510.00938v1 Abstract: Large reasoning models (LRMs) "think" by generating structured chain-of-thought

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21:42

Efficient Multi-modal Large Language Models via...

Daily Paper Cast ·

2025/10/07

🤗 Upvotes: 30 | cs.CV Authors: Zichen Wen, Shaobo Wang, Yufa Zhou, Junyuan Zhang, Qintong Zhang, Yifeng Gao, Zhaorun Chen, Bin Wang, Weijia Li, Conghui He, Linfeng Zhang Title: Efficient Multi-modal Large Language Models via Progressive Consistency Distillation Arxiv: http://arxiv.org/abs/2510.00515v1 Abstract: Visual tokens consume substantial computational resources in

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29:31

LongCodeZip: Compress Long Context for Code Language...

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 70 | cs.CL, cs.SEAuthors: Yuling Shi, Yichun Qian, Hongyu Zhang, Beijun Shen, Xiaodong Gu Title: LongCodeZip: Compress Long Context for Code Language Models Arxiv: http://arxiv.org/abs/2510.00446v1 Abstract: Code generation under long contexts is becoming increasingly critical as Large Language Models (LLMs) are required to reason over extensive information in the

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1,967 results

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