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SimpLex: a lexical text simplification architecture. (arXiv:2304.07002v1 [cs.CL])
cs.CL updates on arXiv.org arxiv.org
Text simplification (TS) is the process of generating easy-to-understand
sentences from a given sentence or piece of text. The aim of TS is to reduce
both the lexical (which refers to vocabulary complexity and meaning) and
syntactic (which refers to the sentence structure) complexity of a given text
or sentence without the loss of meaning or nuance. In this paper, we present
\textsc{SimpLex}, a novel simplification architecture for generating simplified
English sentences. To generate a simplified sentence, the proposed architecture …
aim architecture arxiv complexity easy english loss meaning novel nuance paper process reduce simplified text transformers word2vec word embeddings