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Link arXiv:2609.25773

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  1. README.md +4 -3
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@@ -8,6 +8,7 @@ task_categories:
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  language:
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  - en
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  tags:
 
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  - video
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  - multi-hop-reasoning
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  - reinforcement-learning
@@ -35,7 +36,7 @@ so an exact match on one number gives a verifiable reward.
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  The integers of a question are resampled until every combination of hop answers gives a different sum.
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  A wrong intermediate hop therefore changes the total, which is what forces the chain to hold.
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- - **Paper:** *Video-HopChain: Multi-Hop Questions and Confidence-Gated Exploration for Video Reasoning Models*
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  - **Model:** [ngqtrung/video-hopchain-8b](https://huggingface.co/ngqtrung/video-hopchain-8b)
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  - **Code:** [github.com/ngquangtrung57/video-hopchain](https://github.com/ngquangtrung57/video-hopchain)
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  - **Collection:** [Video HopChain](https://huggingface.co/collections/ngqtrung/video-hopchain)
@@ -116,8 +117,8 @@ for anything other than research, and contact us if you hold rights to a clip an
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  ```bibtex
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  @article{videohopchain2026,
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  title = {Video-HopChain: Multi-Hop Questions and Confidence-Gated Exploration for Video Reasoning Models},
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- author = {Nguyen, Quang Trung and Dong, Yuhao and Sun, Shuo and Liu, Shuai and Tian, Shulin and Yap, Kim-Hui and Liu, Ziwei},
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- journal = {arXiv preprint},
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  year = {2026}
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  }
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  ```
 
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  language:
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  - en
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  tags:
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+ - arxiv:2609.25773
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  - video
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  - multi-hop-reasoning
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  - reinforcement-learning
 
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  The integers of a question are resampled until every combination of hop answers gives a different sum.
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  A wrong intermediate hop therefore changes the total, which is what forces the chain to hold.
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+ - **Paper:** *Video-HopChain: Multi-Hop Questions and Confidence-Gated Exploration for Video Reasoning Models* ([arXiv:2609.25773](https://arxiv.org/abs/2609.25773))
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  - **Model:** [ngqtrung/video-hopchain-8b](https://huggingface.co/ngqtrung/video-hopchain-8b)
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  - **Code:** [github.com/ngquangtrung57/video-hopchain](https://github.com/ngquangtrung57/video-hopchain)
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  - **Collection:** [Video HopChain](https://huggingface.co/collections/ngqtrung/video-hopchain)
 
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  ```bibtex
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  @article{videohopchain2026,
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  title = {Video-HopChain: Multi-Hop Questions and Confidence-Gated Exploration for Video Reasoning Models},
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+ author = {Nguyen Quang, Trung and Dong, Yuhao and Sun, Shuo and Liu, Shuai and Tian, Shulin and Yap, Kim-Hui and Liu, Ziwei},
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+ journal = {arXiv preprint arXiv:2609.25773},
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  year = {2026}
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  }
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  ```