๐ข Suprisingly, there are so many works on imputing personalities in LLM and vice versa. However, there is a gap in literature novels ๐ for mining that personalities from book itself. With that I am happy to release worflow that ๐ฅ solely ๐ฅ relies on book content only ๐ for personalities extraction: https://github.com/nicolay-r/book-persona-retriever
๐ก The downstream goal of this workflow is to enhance charactes understanding ... and not just through their mentions in books, but through their personalities (โ retrieved with the given lexicon from the ๐ itself)
The most closest studies such as PERSONA-CHAT (arXiv:1801.07243v5), BookEmbeddingEval (2022.findings-acl.81.pdf), ALOHA-Chatbot ( arXiv:1910.08293v4), Meet your favorite Character (arXiv:2204.10825), and PRODIGy (arXiv:2311.05195v1) were so valuable ๐ ! ๐
Curious on existance of the fine-tuned LLM for detecting personalities in text passages on huggingface hub ๐ค If you aware about the one coud be potentially embedded into system for further advances, please feel free to recomend ๐