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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

22:55

TransitLM: A Large-Scale Dataset and Benchmark for...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 164 | cs.CL, cs.AI, cs.LGAuthors: Hanyu Guo, Jiedong Yang, Chao Chen, Longfei Xu, Kaikui Liu, Xiangxiang Chu Title: TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation Arxiv: http://arxiv.org/abs/2605.22355v1 Abstract: Public transit route planning traditionally depends on structured map infrastructure and complex routing engines, and

en

23:53

Perception or Prejudice: Can MLLMs Go Beyond First...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 152 | cs.AI, cs.CV, cs.CY Authors: Caixin Kang, Tianyu Yan, Sitong Gong, Mingfang Zhang, Liangyang Ouyang, Ruicong Liu, Bo Zheng, Huchuan Lu, Kaipeng Zhang, Yoichi Sato, Yifei Huang Title: Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality? Arxiv: http://arxiv.org/abs/2605.22109v1 Abstract: Multimodal Large Language Models (MLLMs) are

en

21:26

DelTA: Discriminative Token Credit Assignment for...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 124 | cs.LG, cs.CL Authors: Kaiyi Zhang, Wei Wu, Yankai Lin Title: DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards Arxiv: http://arxiv.org/abs/2605.21467v1 Abstract: Reinforcement learning from verifiable rewards (RLVR) has emerged as a central technique for improving the reasoning capabilities of large language models

en

22:32

$π$-Bench: Evaluating Proactive Personal Assistant...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 86 | cs.AI Authors: Haoran Zhang, Luxin Xu, Zhilin Wang, Runquan Gui, Shunkai Zhang, Haodi Lei, Zihao He, Bingsu He, Chicheng Qin, Tong Zhu, Xiaoye Qu, Yang Yang, Yu Cheng, Yafu Li Title: $π$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Arxiv: http://arxiv.org/abs/2605.14678v3 Abstract: The rise of personal assistant agents, e.g.,

en

19:18

Full Attention Strikes Back: Transferring Full...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 79 | cs.CL, cs.AI Authors: Yanke Zhou, Yiduo Li, Hanlin Tang, Maohua Li, Kan Liu, Lan Tao, Lin Qu, Yuan Yao, Xiaoxing Ma Title: Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Arxiv: http://arxiv.org/abs/2605.16928v1 Abstract: Long-context inference in large language models is bottlenecked by the quadratic cost of

en

24:45

ACC: Compiling Agent Trajectories for Long-Context...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 53 | cs.CL, cs.AI Authors: Qisheng Su, Zhen Fang, Shiting Huang, Yu Zeng, Yiming Zhao, Kou Shi, Ziao Zhang, Lin Chen, Zehui Chen, Lijun Wu, Feng Zhao Title: ACC: Compiling Agent Trajectories for Long-Context Training Arxiv: http://arxiv.org/abs/2605.21850v1 Abstract: Recent development of agents has renewed demand for long-context reasoning capacity of LLMs. However,

en

23:15

PhysX-Omni: Unified Simulation-Ready Physical 3D...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 42 | cs.CV, cs.RO Authors: Ziang Cao, Yinghao Liu, Haitian Li, Runmao Yao, Fangzhou Hong, Zhaoxi Chen, Liang Pan, Ziwei Liu Title: PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects Arxiv: http://arxiv.org/abs/2605.21572v1 Abstract: Simulation-ready physical 3D assets have emerged as a promising direction owing

en

22:03

LatentOmni: Rethinking Omni-Modal Understanding via...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 35 | cs.CL, cs.CV Authors: Yifan Dai, Zhenhua Wu, Bohan Zeng, Daili Hua, Jialing Liu, Bozhou Li, Yuran Wang, Chengzhuo Tong, Hao Liang, Xiaochen Ma, Junbo Niu, Tianyu Guo, Yang Shi, Yue Ding, Yiyan Ji, Bingyin Mei, Yushuo Guan, Yuanxing Zhang, Pengfei Wan, Fangcheng Fu, Wentao Zhang Title: LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning Arxiv:

en

22:25

Spreadsheet-RL: Advancing Large Language Model Agents...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 30 | cs.AI Authors: Banghao Chi, Yining Xie, Mingyuan Wu, Jingcheng Yang, Jize Jiang, Zhaoheng Li, Shengyi Qian, Minjia Zhang, Klara Nahrstedt, Rui Hou, Xiangjun Fan, Hanchao Yu Title: Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning Arxiv: http://arxiv.org/abs/2605.22642v1 Abstract: Spreadsheet systems

en

22:31

WorldKV: Efficient World Memory with World Retrieval...

Daily Paper Cast ·

2026/05/23

🤗 Upvotes: 29 | cs.CV Authors: Jung Yi, Minjae Kim, Paul Hyunbin Cho, Wooseok Jang, Sangdoo Yun, Seungryong Kim Title: WorldKV: Efficient World Memory with World Retrieval and Compression Arxiv: http://arxiv.org/abs/2605.22718v1 Abstract: Autoregressive video diffusion models have enabled real-time, action-conditioned world generation. However, sustaining a persistent world,

en

19:31

Video2GUI: Synthesizing Large-Scale Interaction...

Daily Paper Cast ·

2026/05/22

🤗 Upvotes: 121 | cs.CL, cs.AI, cs.CV, cs.LGAuthors: Weimin Xiong, Shuhao Gu, Bowen Ye, Zihao Yue, Lei Li, Feifan Song, Sujian Li, Hao Tian Title: Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining Arxiv: http://arxiv.org/abs/2605.14747v1 Abstract: Recent advances in multimodal large language models have driven growing interest in

en

23:01

Mega-ASR: Towards In-the-wild^2 Speech Recognition...

Daily Paper Cast ·

2026/05/22

🤗 Upvotes: 115 | cs.SD, cs.AI, cs.CL, cs.MM, eess.AS Authors: Zhifei Xie, Kaiyu Pang, Haobin Zhang, Deheng Ye, Xiaobin Hu, Shuicheng Yan, Chunyan Miao Title: Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation Arxiv: http://arxiv.org/abs/2605.19833v1 Abstract: Despite rapid advances in automatic speech recognition (ASR) and large

en

25:01

Enhancing Train-Free Infinite-Frame Generation for...

Daily Paper Cast ·

2026/05/22

🤗 Upvotes: 83 | cs.CV Authors: X. Feng, J. Zhu, M. Wu, C. Chen, F. Mao, H. Guo, J. Wu, X. Chu, K. Huang Title: Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos Arxiv: http://arxiv.org/abs/2605.18233v1 Abstract: Without incurring significant computational overhead, train-free long video generation aims to enable foundation video generation models to

en

24:16

IndusAgent: Reinforcing Open-Vocabulary Industrial...

Daily Paper Cast ·

2026/05/22

🤗 Upvotes: 43 | cs.CV Authors: Rongbin Tan, Fangfang Lin, Zhenlong Yuan, Min Qiu, Kejin Cui, Mengmeng Wang, Yi Wang, Zijian Song, Zhiyuan Wang, Jiyuan Wang, Yue Wang, Shuhan Song§, Huawei Cao Title: IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools Arxiv: http://arxiv.org/abs/2605.20682v1 Abstract: Multimodal large language models (MLLMs)

en

23:01

When Vision Speaks for Sound

Daily Paper Cast ·

2026/05/21

🤗 Upvotes: 89 | cs.CV, cs.SDAuthors: Xiaofei Wen, Wenjie Jacky Mo, Xingyu Fu, Rui Cai, Tinghui Zhu, Wendi Li, Yanan Xie, Muhao Chen, Peng Qi Title: When Vision Speaks for Sound Arxiv: http://arxiv.org/abs/2605.16403v1 Abstract: Despite rapid progress in video-capable MLLMs, we find that their apparent audio understanding in videos is often vision-driven: models rely on visual

en

23:39

Active Learners as Efficient PRP Rerankers

Daily Paper Cast ·

2026/05/21

🤗 Upvotes: 85 | cs.LG, cs.AI, cs.CL Authors: Jeremías Figueiredo Paschmann, Juan Kaplan, Francisco Nattero, Santiago Barron, Juan Wisznia, Luciano del Corro Title: Active Learners as Efficient PRP Rerankers Arxiv: http://arxiv.org/abs/2605.14236v2 Abstract: Pairwise Ranking Prompting (PRP) elicits pairwise preference judgments from an LLM, which are then aggregated into a

en

22:57

Anti-Self-Distillation for Reasoning RL via Pointwise...

Daily Paper Cast ·

2026/05/21

🤗 Upvotes: 71 | cs.LG, cs.AI, cs.CL Authors: Guobin Shen, Xiang Cheng, Chenxiao Zhao, Lei Huang, Jindong Li, Dongcheng Zhao, Xing Yu Title: Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Arxiv: http://arxiv.org/abs/2605.11609v1 Abstract: On-policy self-distillation, where a student is pulled toward a copy of itself conditioned on privileged context

en

23:39

AutoResearchClaw: Self-Reinforcing Autonomous...

Daily Paper Cast ·

2026/05/21

🤗 Upvotes: 53 | cs.AI Authors: Jiaqi Liu, Shi Qiu, Mairui Li, Bingzhou Li, Haonian Ji, Siwei Han, Xinyu Ye, Peng Xia, Zihan Dong, Congyu Zhang, Letian Zhang, Guiming Chen, Haoqin Tu, Xinyu Yang, Lu Feng, Xujiang Zhao, Haifeng Chen, Jiawei Zhou, Xiao Wang, Weitong Zhang, Hongtu Zhu, Yun Li, Jieru Mei, Hongliang Fei, Jiaheng Zhang, Linjie Li, Linjun Zhang, Yuyin Zhou, Sheng Wang, Caiming Xiong, James Zou, Zeyu Zheng, Cihang Xie, Mingyu Ding, Huaxiu Yao

en

24:42

OpenComputer: Verifiable Software Worlds for...

Daily Paper Cast ·

2026/05/21

🤗 Upvotes: 52 | cs.AI, cs.SE Authors: Jinbiao Wei, Qianran Ma, Yilun Zhao, Xiao Zhou, Kangqi Ni, Guo Gan, Arman Cohan Title: OpenComputer: Verifiable Software Worlds for Computer-Use Agents Arxiv: http://arxiv.org/abs/2605.19769v1 Abstract: We present OpenComputer, a verifier-grounded framework for constructing verifiable software worlds for computer-use agents. OpenComputer

en

24:36

GoLongRL: Capability-Oriented Long Context...

Daily Paper Cast ·

2026/05/21

🤗 Upvotes: 51 | cs.CL Authors: Minxuan Lv, Tiehua Mei, Tanlong Du, Junmin Chen, Zhenpeng Su, Ziyang Chen, Ziqi Wang, Zhennan Wu, Ruotong Pan, jian Liang, Ruiming Tang, Han Li Title: GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment Arxiv: http://arxiv.org/abs/2605.19577v1 Abstract: We present GoLongRL, a fully open-source,

en

1,948 results

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