RoleLLM包括四个阶段:(1)Role Profile Construction的100个角色;(2) Context-Based Instruction Generation(Context Instruction)的特定角色知识提取;(3)Role Prompting用GPT(RoleGPT)进行说话风格模仿;以及(4)Role-Conditioned Instruction Tuning(RoCIT)和角色定制用于微调开源模型。通过Context Instruction和RoleGPT,作者...
最近笔者集中阅读了3篇角色扮演的论文:RoleLLM[1]、Character-LLM[2]以及ChatHaruhi[3]。 本篇博文是对这三篇论文的归纳,主要介绍其技术实现方式、dialogue数据合成方法以及评测方法。 角色扮演的技术实现 Zero-Shot Prompting 进行System Prompting是最简单的方式。 一个常见的Prompt如下(源自ChatHaruhi): I want yo...
nlp agent natural-language-processing awesome ai deep-learning role-playing character survey awesome-list persona conversational-ai paper-list aigc large-language-models llm chatgpt Updated Nov 22, 2024 ParadiseSS13 / Paradise Star 409 Code Issues Pull requests Discussions Paradise Station's Git...
The conversation also highlighted the importance of proper "prompting." Although the language generator does make occasional mistakes, it admits these when challenged. The well-known disturbing tendency of large language models to hallucinate became evident when ChatGPT fabricated references. The interview...
2.2 RoleGPT 2.2.1 角色扮演定制的限制由于对GPT进行微调的限制,通常通过提示(prompting)来定制GPT进行角色扮演,包括zero-shot指令和few-shot提示工程(即上下文学习)。2.2.2 对话历史建模的挑战对于像ChatGPT和GPT-4这样的模型,它们已经将其上下文学习能力转变为对话历史建模。在这种情况下,传统的few-shot提示工程不足...
Expertprompting: Instructing large language models to be distinguished experts Benfeng Xu , An Yang , Junyang Lin , Quan Wang , Chang Zhou, Yongdong Zhang and Zhendong Mao. [abs], 2023.5 Toxicity in CHATGPT: Analyzing Persona-assigned Language Models Ameet Deshpande, Vishvak Murahari, Tanmay ...
We opt for this temperature setting for several reasons: first, it mirrors the default settings in user-based applications like chatGPT, providing a realistic baseline; second, it allows for the exploration of multiple plausible actions in games with mixed Nash equilibria; and third, lower ...
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使用GPT的角色提示(Role Prompting,简称RoleGPT): 通过对话工程(dialogue engineering)基于角色提示,使用系统指令和检索增强来生成定制化的回答,模仿说话风格。 这种方法利用了系统指令和检索增强来激发GPT的角色扮演能力。 角色条件指令调整(Role-Conditioned Instruction Tuning,简称RoCIT): ...
main 1Branch0Tags Code Folders and files Latest commit 832ba62·Nov 3, 2024 56 Commits README Awesome-Role Playing-Papers List ofPapers,DatasetsandCode RepositoriesforRole-Playing with language models. This repo contains a majority of research works in the role-playing field, but it still may...