Recently, there has been a growing interest in designing text generation systems from a
discourse coherence perspective, eg, modeling the interdependence between sentences …

Automatic text summarization is the process of shortening a large document into a summary
text that preserves the main concepts and key points of the original document. Due to the …

Coherence is an important aspect of text quality, and various approaches have been applied
to coherence modeling. However, existing methods solely focus on a single document's …

Automatically evaluating the coherence of summaries is of great significance both to enable
cost-efficient summarizer evaluation and as a tool for improving coherence by selecting high …

Measuring the coherence of text is a vital aspect of evaluating the quality of written content.
Recent advancements in neural coherence modeling have demonstrated their efficacy in …

We present our submission to the DisCoTex shared task of the EVALITA 2023 evaluation
campaign, which focuses on modeling discourse coherence for Italian texts. We highlight the …

Coherence evaluation aims to assess the organization and structure of a discourse, which
remains challenging even in the era of large language models. Due to the scarcity of …

This paper presents a novel sentence ordering method by plugging a coherence verifier
(CoVer) into pair-wise ranking-based and sequence generation-based methods. It does not …

In the current information age, where over 1 Petabyte of data is created every day on the
web, demand continues to rise for effective technological tools to aid end-users in …