Awesome AI AgentsLLM Research Repositories

Neph0s/awesome-llm-role-playing-with-persona

⭐ 1069 repository created 2023-10-30

The project "awesome-llm-role-playing-with-persona" is a curated repository that compiles a comprehensive list of academic papers, resources, and tools related to the role-playing capabilities of large language models (LLMs) with assigned personas. It focuses primarily on character role-playing, including fictional characters, celebrities, and historical figures, providing a valuable resource for researchers and developers interested in exploring how LLMs can simulate and embody distinct personas in various contexts. The repository includes a wide range of content such as surveys, benchmarks, datasets, and evaluation methods that address the challenges and advancements in persona-driven role-playing agents. It highlights notable papers like "From Persona to Personalization: A Survey on Role-Playing Language Agents," which offers an extensive overview of the field, and other influential works that benchmark and enhance the role-playing abilities of LLMs. The project also features news updates about recent developments, new benchmarks like RPBench, and open-source models such as Higgs-Llama-3 70B V2, which excel in role-playing tasks. Additionally, the repository categorizes resources into sections covering role-playing characters, demographics, personalization, multi-agent systems, anthropomorphic cognition including personality traits and social intelligence, and other related topics. It serves as a hub for ongoing research and collaboration, inviting contributors to participate and expand the collection. The repository is maintained with a focus on the latest research trends and practical applications, making it an essential reference for anyone working on or studying the intersection of large language models and persona-based role-playing.

https://github.com/Neph0s/awesome-llm-role-playing-with-persona

agentaiaigcanthropomorphic-cognitionawesomeawesome-listbenchmarkscelebritiescharactercharacter-role-playingchatgptcollaborationconversational-aidatasetsdeep-learningevaluationfictional-charactershiggs-llama-3historical-figureslarge-language-modelsllmllm-agentsmulti-agent-systemsnatural-language-processingnlpopen-source-modelspaper-listpersonapersonality-traitspersonalizationpersonasresearchrole-playingrpbenchsocial-intelligencesurvey

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