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  ## MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
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  see our paper in https://arxiv.org/abs/2401.06838
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  View the Github Project:
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  https://github.com/NJUNLP/MAPO
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  ## Benchmarks
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  | System | [MSVAMP](https://huggingface.co/datasets/Mathoctopus/MSVAMP) | [MGSM](https://huggingface.co/datasets/juletxara/mgsm) | [MNumGLUESub](https://huggingface.co/datasets/Mathoctopus/MSVAMP) |
 
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  ## MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
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  see our paper in https://arxiv.org/abs/2401.06838
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+
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  View the Github Project:
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  https://github.com/NJUNLP/MAPO
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+ Multilingual Reasoning Benchmark: https://huggingface.co/spaces/kevinpro/Open-Multilingual-Reasoning-Leaderboard
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  ## Benchmarks
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  | System | [MSVAMP](https://huggingface.co/datasets/Mathoctopus/MSVAMP) | [MGSM](https://huggingface.co/datasets/juletxara/mgsm) | [MNumGLUESub](https://huggingface.co/datasets/Mathoctopus/MSVAMP) |