Podcast Episodes

A Controllable Examination for Long-Context Language Models

Episode 873

🤗 Upvotes: 30 | cs.CL

Authors:
Yijun Yang, Zeyu Huang, Wenhao Zhu, Zihan Qiu, Fei Yuan, Jeff Z. Pan, Ivan Titov

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11 months ago

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MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos

Episode 872

🤗 Upvotes: 25 | cs.CV, cs.CL

Authors:
Kejian Zhu, Zhuoran Jin, Hongbang Yuan, Jiachun Li, Shangqing Tu, Pengfei …

11 months ago

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Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis

Episode 871

🤗 Upvotes: 23 | cs.CL

Authors:
Kejian Zhu, Shangqing Tu, Zhuoran Jin, Lei Hou, Juanzi Li, Jun Zhao

T…

11 months ago

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SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models

Episode 870

🤗 Upvotes: 23 | cs.CL

Authors:
Yuhao Wu, Yushi Bai, Zhiqiang Hu, Juanzi Li, Roy Ka-Wei Lee

Title:
…

11 months ago

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Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Episode 869

🤗 Upvotes: 144 | cs.CL

Authors:
Shelly Bensal, Umar Jamil, Christopher Bryant, Melisa Russak, Kiran Kamble, Dmyt…

11 months ago

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VS-Bench: Evaluating VLMs for Strategic Reasoning and Decision-Making in Multi-Agent Environments

Episode 868

🤗 Upvotes: 51 | cs.AI

Authors:
Zelai Xu, Zhexuan Xu, Xiangmin Yi, Huining Yuan, Xinlei Chen, Yi Wu, Chao Yu, Yu …

11 months ago

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UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Episode 867

🤗 Upvotes: 49 | cs.CV, cs.AI, cs.CL

Authors:
Bin Lin, Zongjian Li, Xinhua Cheng, Yuwei Niu, Yang Ye, Xianyi He, …

11 months ago

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SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Episode 866

🤗 Upvotes: 46 | cs.LG, cs.CL, cs.CV

Authors:
Zijian Wu, Jinjie Ni, Xiangyan Liu, Zichen Liu, Hang Yan, Michael Q…

11 months ago

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CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs

Episode 865

🤗 Upvotes: 43 | cs.CV, cs.AI

Authors:
Ai Jian, Weijie Qiu, Xiaokun Wang, Peiyu Wang, Yunzhuo Hao, Jiangbo Pei, Y…

11 months ago

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GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Episode 864

🤗 Upvotes: 29 | cs.CL, cs.AI, cs.CV

Authors:
Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Hu…

11 months ago

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