BaiJia: A Large-Scale Role-Playing Agent Corpus of Chinese Historical Characters
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arXiv
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866916552063844352 |
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| author | Bai, Ting Kang, Jiazheng Fan, Jiayang |
| author_facet | Bai, Ting Kang, Jiazheng Fan, Jiayang |
| contents | We introduce a comprehensive large-scale role-playing agent corpus, termed BaiJia, that comprises various Chinese historical characters. This corpus is noteworthy for being the pioneering compilation of low-resource data that can be utilized in large language models (LLMs) to engage in AI-driven historical role-playing agents. BaiJia addresses the challenges in terms of fragmented historical textual records in different forms and modalities, integrating various characters' information, including their biographical, literary, family relations, historical events, and so on. We conduct extensive experiments to demonstrate the effectiveness of our BaiJia agent corpus in bolstering the role-playing abilities of various foundational LLMs, and promoting the development and assessment of LLMs in the context of historical role-playing tasks. The agent corpus is available at baijia.online. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2412_20024 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | BaiJia: A Large-Scale Role-Playing Agent Corpus of Chinese Historical Characters Bai, Ting Kang, Jiazheng Fan, Jiayang Artificial Intelligence Computation and Language We introduce a comprehensive large-scale role-playing agent corpus, termed BaiJia, that comprises various Chinese historical characters. This corpus is noteworthy for being the pioneering compilation of low-resource data that can be utilized in large language models (LLMs) to engage in AI-driven historical role-playing agents. BaiJia addresses the challenges in terms of fragmented historical textual records in different forms and modalities, integrating various characters' information, including their biographical, literary, family relations, historical events, and so on. We conduct extensive experiments to demonstrate the effectiveness of our BaiJia agent corpus in bolstering the role-playing abilities of various foundational LLMs, and promoting the development and assessment of LLMs in the context of historical role-playing tasks. The agent corpus is available at baijia.online. |
| title | BaiJia: A Large-Scale Role-Playing Agent Corpus of Chinese Historical Characters |
| topic | Artificial Intelligence Computation and Language |
| url | https://arxiv.org/abs/2412.20024 |