A new approach for extracting the conceptual schema of texts based on the linguistic Thematic Progression theory

TL;DR

This paper introduces a novel method for extracting and labeling the implicit conceptual schema of texts using Thematic Progression theory, aiming to improve the semantic consistency of generated summaries.

Contribution

It presents a new approach leveraging Thematic Progression theory to uncover and label the implicit conceptual schema in texts, enhancing summary generation.

Findings

Effective extraction of implicit conceptual schemas

Improved semantic consistency in summaries

Demonstrated applicability to various texts

Abstract

The purpose of this article is to present a new approach for the discovery and labelling of the implicit conceptual schema of texts through the application of the Thematic Progression theory. The underlying conceptual schema is the core component for the generation of summaries that are genuinely consistent with the semantics of the text.