Join the conversation

Join the community of Machine Learners and AI enthusiasts.

Sign Up
nicolay-rΒ 
posted an update Jun 13, 2024
Post
2443
πŸ“’ Suprisingly, there are so many works on imputing personalities in LLM and vice versa. However, there is a gap in literature novels πŸ“š for mining that personalities from book itself. With that I am happy to release worflow that πŸ”₯ solely πŸ”₯ relies on book content only πŸ“– for personalities extraction:
https://github.com/nicolay-r/book-persona-retriever

πŸ’‘ The downstream goal of this workflow is to enhance charactes understanding ... and not just through their mentions in books, but through their personalities (⛏ retrieved with the given lexicon from the πŸ“– 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 πŸ’Ž ! πŸ‘

Curious on existance of the fine-tuned LLM for detecting personalities in text passages on huggingface hub πŸ€— If you aware about the one coud be potentially embedded into system for further advances, please feel free to recomend πŸ™Œ
In this post