Episodes

ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability

Episode 1051 · August 12, 2025 · 22:59

🤗 Upvotes: 90 | cs.IR, cs.AI, cs.CL, cs.LG Authors: Wenhan Liu, Xinyu Ma, Weiwei Sun, Yutao Zhu, Yuchen Li, Dawei Yin, Zhicheng Dou ...

WideSearch: Benchmarking Agentic Broad Info-Seeking

Episode 1050 · August 12, 2025 · 22:19

🤗 Upvotes: 86 | cs.CL Authors: Ryan Wong, Jiawei Wang, Junjie Zhao, Li Chen, Yan Gao, Long Zhang, Xuan Zhou, Zuo Wang, Kai Xiang, Ge Zhang, Wenh...

Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation

Episode 1049 · August 12, 2025 · 19:53

🤗 Upvotes: 48 | cs.CV, cs.AI Authors: Fangyuan Mao, Aiming Hao, Jintao Chen, Dongxia Liu, Xiaokun Feng, Jiashu Zhu, Meiqi Wu, Chubin Chen, Jiaho...

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Episode 1048 · August 12, 2025 · 20:55

🤗 Upvotes: 42 | cs.AI, cs.CL, cs.MA Authors: Jinyuan Fang, Yanwen Peng, Xi Zhang, Yingxu Wang, Xinhao Yi, Guibin Zhang, Yi Xu, Bin Wu, Siwei Liu...

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Episode 1047 · August 12, 2025 · 21:45

🤗 Upvotes: 30 | cs.CL, cs.IR Authors: Zijian Chen, Xueguang Ma, Shengyao Zhuang, Ping Nie, Kai Zou, Andrew Liu, Joshua Green, Kshama Patel, Ruox...

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Episode 1046 · August 12, 2025 · 21:06

🤗 Upvotes: 28 | cs.CL Authors: Nikita Dragunov, Temurbek Rahmatullaev, Elizaveta Goncharova, Andrey Kuznetsov, Anton Razzhigaev Tit...

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Episode 1045 · August 12, 2025 · 24:15

🤗 Upvotes: 28 | cs.LG, cs.AI, cs.CL Authors: Zhenpeng Su, Leiyu Pan, Xue Bai, Dening Liu, Guanting Dong, Jiaming Huang, Wenping Hu, Fuzheng Zhan...

MolmoAct: Action Reasoning Models that can Reason in Space

Episode 1044 · August 12, 2025 · 20:47

🤗 Upvotes: 22 | cs.RO Authors: Jason Lee, Jiafei Duan, Haoquan Fang, Yuquan Deng, Shuo Liu, Boyang Li, Bohan Fang, Jieyu Zhang, Yi Ru Wang, Sang...

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Episode 1043 · August 11, 2025 · 21:59

🤗 Upvotes: 79 | cs.CL Authors: GLM-4. 5 Team, :, Aohan Zeng, Xin Lv, Qinkai Zheng, Zhenyu Hou, Bin Chen, Chengxing Xie, Cunxiang Wang, Da Yin, H...

Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off

Episode 1042 · August 11, 2025 · 20:52

🤗 Upvotes: 36 | cs.GR, cs.AI, cs.CV, cs.LG Authors: Seungyong Lee, Jeong-gi Kwak Title: Voost: A Unified and Scalable D...

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Episode 1041 · August 7, 2025 · 22:54

🤗 Upvotes: 143 | cs.AI, cs.CL, cs.LG Authors: Chengshuai Zhao, Zhen Tan, Pingchuan Ma, Dawei Li, Bohan Jiang, Yancheng Wang, Yingzhen Yang, Huan...

VeriGUI: Verifiable Long-Chain GUI Dataset

Episode 1040 · August 7, 2025 · 25:35

🤗 Upvotes: 117 | cs.HC Authors: Shunyu Liu, Minghao Liu, Huichi Zhou, Zhenyu Cui, Yang Zhou, Yuhao Zhou, Wendong Fan, Ge Zhang, Jiajun Shi, Weih...

Efficient Agents: Building Effective Agents While Reducing Cost

Episode 1039 · August 7, 2025 · 21:28

🤗 Upvotes: 53 | cs.AI, cs.CL, cs.MA Authors: Ningning Wang, Xavier Hu, Pai Liu, He Zhu, Yue Hou, Heyuan Huang, Shengyu Zhang, Jian Yang, Jiaheng...

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

Episode 1038 · August 7, 2025 · 23:56

🤗 Upvotes: 38 | cs.AI, cs.CL, cs.CV, cs.LG, cs.MA, cs.MM Authors: Zeyi Sun, Ziyu Liu, Yuhang Zang, Yuhang Cao, Xiaoyi Dong, Tong Wu, Dahua Lin, ...

Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning

Episode 1037 · August 7, 2025 · 22:05

🤗 Upvotes: 32 | cs.LG, cs.CL, cs.SE Authors: Alexander Golubev, Maria Trofimova, Sergei Polezhaev, Ibragim Badertdinov, Maksim Nekrashevich, Ant...

Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success

Episode 1036 · August 7, 2025 · 22:01

🤗 Upvotes: 29 | cs.LG, cs.AI Authors: George Bredis, Stanislav Dereka, Viacheslav Sinii, Ruslan Rakhimov, Daniil Gavrilov Title: ...

Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Episode 1035 · August 7, 2025 · 23:26

🤗 Upvotes: 24 | cs.AI, cs.LG Authors: Xufang Luo, Yuge Zhang, Zhiyuan He, Zilong Wang, Siyun Zhao, Dongsheng Li, Luna K. Qiu, Yuqing Yang ...

Qwen-Image Technical Report

Episode 1034 · August 5, 2025 · 20:30

🤗 Upvotes: 91 | cs.CV Authors: Chenfei Wu, Jiahao Li, Jingren Zhou, Junyang Lin, Kaiyuan Gao, Kun Yan, Sheng-ming Yin, Shuai Bai, Xiao Xu, Yilei...

SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension

Episode 1033 · August 5, 2025 · 23:38

🤗 Upvotes: 39 | cs.CL Authors: Junjie Wu, Jiangnan Li, Yuqing Li, Lemao Liu, Liyan Xu, Jiwei Li, Dit-Yan Yeung, Jie Zhou, Mo Yu Tit...

CellForge: Agentic Design of Virtual Cell Models

Episode 1032 · August 5, 2025 · 21:14

🤗 Upvotes: 30 | cs.LG, cs.AI, cs.CL, q-bio.QM Authors: Xiangru Tang, Zhuoyun Yu, Jiapeng Chen, Yan Cui, Daniel Shao, Weixu Wang, Fang Wu, Yuchen...