AI助写系统可智能推荐文献并生成结构化引言，提升学术写作效率。
Towards AI-assisted Academic Writing
- 基于上下文推荐相关参考文献
- 自动生成与前人工作对比的引言段落
- 研究发现学者亟需精准高效的写作辅助工具
我们提出了一个AI辅助学术写作系统的组成部分，包括引用推荐和引言生成。该系统通过分析用户当前文档上下文，推荐相关文献以提供有效建议；并以结构化方式生成引言，明确研究贡献与已有工作的关系。通过定量评估验证了各组件的有效性。最后，论文进行了定性研究，探索研究人员如何将引用融入写作流程。研究结果表明，学术界对精确、高效且易用的AI写作工具存在实际需求。
原文摘要 · Abstract (English)
We present components of an AI-assisted academic writing system including citation recommendation and introduction writing. The system recommends citations by considering the user's current document context to provide relevant suggestions. It generates introductions in a structured fashion, situating the contributions of the research relative to prior work. We demonstrate the effectiveness of the components through quantitative evaluations. Finally, the paper presents qualitative research exploring how researchers incorporate citations into their writing workflows. Our findings indicate that there is demand for precise AI-assisted writing systems and simple, effective methods for meeting those needs.
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