Sep 1, 2024 · In this paper, we propose three linguistically motivated and explainable models, as well as a fine-tuned LLM, for assessing discourse coherence.

Aug 31, 2024 · Discourse coherence is an important characteristic of well-written texts and coherent speech. It is observed at several levels of discourse ...

Discourse coherence is an important characteristic of well-written texts and coherent speech. It is observed at several levels of discourse analysis:

Nov 12, 2020 · In this work, we systematically investigate how well current models of coherence can capture aspects of text implicated in discourse organisation.

Abstract. In this work, we systematically investigate how well current models of coherence can capture aspects of text implicated in discourse organisation.

In this thesis, I investigate neural approaches to modeling discourse coherence. I present a multi-task neural network where the main task is to predict a ...

Sep 28, 2020 · I present a multi-task neural network where the main task is to predict a document-level coherence score and the secondary task is to learn word ...

Jun 14, 2022 · In this study, we investigated the cognitive and neural correlates of discourse coherence in a large mixed cohort of patients with post-stroke aphasia.

Using Neural Coherence Models to Assess Discourse Coherence. https://doi.org ... Evaluation of the coherence of polish texts using neural network models.

This work devise two datasets of various linguistic alterations that undermine coherence and test model sensitivity to changes in syntax and semantics and ...