论文标题

使用NLG工具了解EFL学生的创意创造策略

Understanding EFL Student Idea Generation Strategies for Creative Writing with NLG Tools

论文作者

Woo, David James, Wang, Yanzhi, Susanto, Hengky, Guo, Kai

论文摘要

自然语言生成(NLG)是人工智能中的一个过程,计算机系统从信息中产生可读性的语言文本。英语作为外语(EFL)学生对NLG工具的使用可能会促进他们的想法产生,这对于创意写作至关重要。但是,对于EFL学生如何与NLG工具互动以生成想法的知识知之甚少。这项研究探讨了EFL学生在使用NLG工具搜索想法时采用的策略,评估NLG工具产生的想法并选择NLG工具以生成思想。四名香港中学生参加了研讨会,他们学会了写故事,其中包括由NLG工具产生的单词和单词。讲习班结束后,他们回答了问题,以反思他们使用NLG工具的写作经验。在对书面思考的主题分析中,我们发现学生在搜索想法并使用NLG工具评估思想时可能会有现有的想法。学生表现出对NLG工具和选定的NLG工具产生的想法的厌恶,这些想法产生了更多的想法。这些发现在使用NLG工具进行思想生成时对我们对EFL学生的担忧的理解表示了解,并可以告知教育工作者的指导以实施NLG工具进行课堂创意写作。

Natural language generation (NLG) is a process within artificial intelligence where computer systems produce human-comprehensible language texts from information. English as a foreign language (EFL) students' use of NLG tools might facilitate their idea generation, which is fundamental to creative writing. However, little is known about how EFL students interact with NLG tools to generate ideas. This study explores strategies adopted by EFL students when searching for ideas using NLG tools, evaluating ideas generated by NLG tools and selecting NLG tools for ideas generation. Four Hong Kong secondary school students attended workshops where they learned to write stories comprising their own words and words generated by NLG tools. After the workshops, they answered questions to reflect on their writing experience with NLG tools. In a thematic analysis of the written reflections, we found students may have existing ideas when searching for ideas and evaluating ideas with NLG tools. Students showed some aversion to ideas generated by NLG tools and selected NLG tools that generated a greater quantity of ideas. The findings inform our understanding of EFL students' concerns when using NLG tools for idea generation and can inform educators' instruction to implement NLG tools for classroom creative writing.

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