CLOct 14, 2020
A new approach for extracting the conceptual schema of texts based on the linguistic Thematic Progression theory
arXiv:2010.07440v1
Originality Synthesis-oriented
AI Analysis
This addresses the challenge of improving text summarization accuracy for natural language processing applications, but appears incremental as it builds on existing linguistic theory.
The authors tackled the problem of discovering and labeling the implicit conceptual schema of texts, which is crucial for generating summaries consistent with text semantics, by applying the Thematic Progression theory.
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.