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asu-kim/conversation-calendar

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Hugging Face2025-02-14 更新2025-11-01 收录
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--- license: bsd-3-clause task_categories: - question-answering language: - en pretty_name: Conversation with Calendar Items Dataset size_categories: - 1K<n<10K --- # Overview This dataset was generated for evaluation purposes, focusing on compiling an individual’s information with questions and answers. - **Use of ChatGPT-4o**: Used for generating human-like text and structured calendar data. - **Format**: For easy processing, data is stored in JSON (calendar data) and TXT (conversation data) formats. - **Persona**: The dataset is centered around an individual named ‘Alex’. - **Event Generation**: Calendar events are designed to be realistic rather than randomly generated through ChatGPT-4o with prompt engineering. - **Conversational Data**: Relevant to calendar events so that the conversation context is natural for Alex, Alex's family, and Alex's friends. The dataset includes seven conversational topics based on day-to-day discussions. # Addtional Information This dataset has been released as part of our research work, **personal-llm-kg**, which is available in different formats below. - [The link to our source code on GitHub](https://github.com/asu-kim/personal-llm-kg.git) - [The link to our video](https://www.youtube.com/watch?v=lwW8FWrzwzM) - [The link to our paper published at the WWW'25 conference](https://doi.org/10.1145/3701716.3715473) - Title: "Personalization of Large Language Models using Retrieval Augmented Generation and Knowledge Graphs" # Authors Deeksha Prahlad (dprahlad@asu.edu) and Hokeun Kim (hokeun@asu.edu)
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