TITLE = 'Open Multilingual Reasoning Leaderboard
'
INTRO_TEXT = f"""
## About
This leaderboard tracks and ranks the reasoning performance of the leading, most advanced multilingual reasoning LLMs on three multilingual mathematical reasoning benchmarks. Each benchmark contains 10 languages: Bengali, Swedish, Thailand, Chinese, Japan, Russian, French, Spanish, German and English.
Both multilingual and language-specific LLMs are welcome in this leaderboard.
## Benchmarks
- MSVAMP
- MGSM
- MNumGLUESub
"""
HOW_TO = f"""
## How to list your model performance on this leaderboard:
Run the evaluation of your model using this repo: https://github.com/NJUNLP/MAPO.
And then, push the evaluation log and make a pull request.
"""
# CREDIT = f"""
# ## Credit
# To make this website, we use the following resources:
# - Datasets (AI2_ARC, HellaSwag, MMLU, TruthfulQA)
# - Funding and GPU access (Adobe Research)
# - Evaluation code (EleutherAI's lm_evaluation_harness repo)
# - Leaderboard code (Huggingface4's open_llm_leaderboard repo)
# """
CITATION = f"""
## Citation
```
@misc{{she2024mapo,
title={{MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization}},
author={{Shuaijie She and Wei Zou and Shujian Huang and Wenhao Zhu and Xiang Liu and Xiang Geng and Jiajun Chen}},
year={{2024}},
eprint={{2401.06838}},
archivePrefix={{arXiv}},
primaryClass={{cs.CL}}
}}
```
"""