Generating Plots with Dialogue Based Executable Semantic Parsing

该项目旨在通过开发新的模型和数据收集技术来解决对话系统的有限能力。该项目预计将使用一种模型来解决自然语言处理中的一个主要差距，该模型可以生成计算机代码并根据用户请求进行更新。该项目的预期成果包括一个系统，与用户用简单的英语进行互动，以分析数据，以及以最少的专家投入培训系统的有效方法。这将通过扩大数据分析的可访问性和效率，为研究和业务提供显着的好处，从而实现更快，更明智的决策。

This project aims to address the limited abilities of dialogue systems by developing new models and data collection techniques. The project expects to address a major gap in Natural Language Processing using a model that generates computer code and updates it in response to user requests. Expected outcomes of this project include a system that interacts with a user in plain English to analyse data, and efficient methods of training the system with minimal expert input. This should provide significant benefits to research and business by broadening the accessibility and efficiency of data analysis, enabling faster and wiser decisions.