Quantum transfer learning for acceptability judgements

G Buonaiuto, R Guarasci, A Minutolo… - Quantum Machine …, 2024 - Springer
Hybrid quantum-classical classifiers promise to positively impact critical aspects of natural
language processing tasks, particularly classification-related ones. Among the possibilities …

Hybrid models for sentence readability assessment

F Liu, JSY Lee - Proceedings of the 18th workshop on innovative …, 2023 - aclanthology.org
Automatic readability assessment (ARA) predicts how difficult it is for the reader to
understand a text. While ARA has traditionally been performed at the passage level, there …

Linguistically-based comparison of different approaches to building corpora for text simplification: A case study on italian

D Brunato, F Dell'Orletta, G Venturi - Frontiers in Psychology, 2022 - frontiersin.org
In this paper, we present an overview of existing parallel corpora for Automatic Text
Simplification (ATS) in different languages focusing on the approach adopted for their …

Readme++: Benchmarking multilingual language models for multi-domain readability assessment

T Naous, MJ Ryan, A Lavrouk, M Chandra… - arxiv preprint arxiv …, 2023 - arxiv.org
We present a comprehensive evaluation of large language models for multilingual
readability assessment. Existing evaluation resources lack domain and language diversity …

Sentence complexity in context

B Iavarone, D Brunato, F Dell'Orletta - CMCL 2021-Workshop on …, 2021 - ricerca.sns.it
We study the influence of context on how humans evaluate the complexity of a sentence in
English. We collect a new dataset of sentences, where each sentence is rated for perceived …