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Quantum transfer learning for acceptability judgements
Hybrid quantum-classical classifiers promise to positively impact critical aspects of natural
language processing tasks, particularly classification-related ones. Among the possibilities …
language processing tasks, particularly classification-related ones. Among the possibilities …
ASSET: A dataset for tuning and evaluation of sentence simplification models with multiple rewriting transformations
F Alva-Manchego, L Martin, A Bordes… - ar** and evaluating meth-ods to classify Italian sentences accordingto Acceptability …
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 …
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
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 …
Simplification (ATS) in different languages focusing on the approach adopted for their …
Readme++: Benchmarking multilingual language models for multi-domain readability assessment
We present a comprehensive evaluation of large language models for multilingual
readability assessment. Existing evaluation resources lack domain and language diversity …
readability assessment. Existing evaluation resources lack domain and language diversity …
Sentence complexity in context
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 …
English. We collect a new dataset of sentences, where each sentence is rated for perceived …