标题： 当代梵语散文的抽象文本摘要：问题与挑战 显示英文标题

标题： Abstractive Text Summarization for Contemporary Sanskrit Prose: Issues and Challenges

摘要： 本论文提出了针对现代梵语文本的抽象文本摘要模型。 第一章，引言，介绍了本工作的动机、研究问题和概念框架。 梵语是一种资源较少的屈折语言。 本论文研究的主要研究问题是开发梵语抽象摘要面临的挑战。 为了解答主要研究问题，本工作基于四个不同主题提出了子问题。 第二章，文献综述，调查了之前的相关工作。 第三章，数据准备，回答了第三主题中的其余三个问题。 它报告了语言模型和摘要模型训练中的数据收集和预处理挑战。 第四章报告了模型的训练和推理以及由此获得的结果。 这项研究启动了梵语抽象文本摘要的流程，并报告了在开发过程中每个阶段遇到的挑战。 基于每个主题的研究问题已被解答，以回答主要研究问题。 显示英文摘要

摘要： This thesis presents Abstractive Text Summarization models for contemporary Sanskrit prose. The first chapter, titled Introduction, presents the motivation behind this work, the research questions, and the conceptual framework. Sanskrit is a low-resource inflectional language. The key research question that this thesis investigates is what the challenges in developing an abstractive TS for Sanskrit. To answer the key research questions, sub-questions based on four different themes have been posed in this work. The second chapter, Literature Review, surveys the previous works done. The third chapter, data preparation, answers the remaining three questions from the third theme. It reports the data collection and preprocessing challenges for both language model and summarization model trainings. The fourth chapter reports the training and inference of models and the results obtained therein. This research has initiated a pipeline for Sanskrit abstractive text summarization and has reported the challenges faced at every stage of the development. The research questions based on every theme have been answered to answer the key research question.