The ability to generalise well is one of the primary desiderata of natural language
processing (NLP). Yet, what'good generalisation'entails and how it should be evaluated is …

The sentence ordering task aims to organize complex, unordered sentences into readable
text. This improves accuracy, validity, and reliability in various natural language processing …

Reading order detection aims to arrange the text logically, which is essential in
understanding visual documents. Current methods mostly model the problem as a sequence …

We introduce “pointer-guided segment ordering”(SO), a novel pre-training technique aimed
at enhancing the contextual understanding of paragraph-level text representations in large …

Positional reasoning is the process of ordering an unsorted set of parts into a consistent
structure. To address this problem, we present Positional Diffusion, a plug-and-play graph …

Positional reasoning is the process of ordering unsorted parts contained in a set into a
consistent structure. We present Positional Diffusion, a plug-and-play graph formulation with …

A document is more than a random combination of sentences. It is, instead, a cohesive entity
where sentences interact with each other to create a coherent structure and convey specific …

The world is filled with an overwhelming amount of information, and making sense of it all is
a significant challenge. Narratives have long been recognized as powerful tools of …

Language is the main mechanism used in human communication. For decades, researchers
have tried to build computers capable of communicating with humans in natural languages …

The ability to generalise well is one of the primary desiderata of natural language
processing (NLP). Yet, what 'good generalisation'entails and how it should be evaluated is …