[PDF][PDF] Automatic text simplification for social good: Progress and challenges
S Štajner - Findings of the Association for Computational …, 2021 - aclanthology.org
Since the late 1990s, automatic text simplification (ATS) was promoted as a natural
language processing (NLP) task with great potential to make texts more accessible to …
language processing (NLP) task with great potential to make texts more accessible to …
Controllable text simplification with explicit paraphrasing
Text Simplification improves the readability of sentences through several rewriting
transformations, such as lexical paraphrasing, deletion, and splitting. Current simplification …
transformations, such as lexical paraphrasing, deletion, and splitting. Current simplification …
[BUCH][B] Automatic text simplification
H Saggion, G Hirst - 2017 - Springer
Automatic text simplification is a research field in computational linguistics that studies
methods and techniques to simplify textual content. Text simplification methods should …
methods and techniques to simplify textual content. Text simplification methods should …
Lsbert: Lexical simplification based on bert
Lexical simplification (LS) aims at replacing complex words with simpler alternatives. LS
commonly consists of three main steps: complex word identification, substitute generation …
commonly consists of three main steps: complex word identification, substitute generation …
Unsupervised lexical simplification for non-native speakers
G Paetzold, L Specia - Proceedings of the AAAI Conference on Artificial …, 2016 - ojs.aaai.org
Lexical Simplification is the task of replacing complex words with simpler alternatives. We
propose a novel, unsupervised approach for the task. It relies on two resources: a corpus of …
propose a novel, unsupervised approach for the task. It relies on two resources: a corpus of …
Lexical simplification benchmarks for English, Portuguese, and Spanish
Even in highly-developed countries, as many as 15–30% of the population can only
understand texts written using a basic vocabulary. Their understanding of everyday texts is …
understand texts written using a basic vocabulary. Their understanding of everyday texts is …
Lexical simplification with pretrained encoders
Lexical simplification (LS) aims to replace complex words in a given sentence with their
simpler alternatives of equivalent meaning. Recently unsupervised lexical simplification …
simpler alternatives of equivalent meaning. Recently unsupervised lexical simplification …
A survey on lexical simplification
GH Paetzold, L Specia - Journal of Artificial Intelligence Research, 2017 - jair.org
Lexical Simplification is the process of replacing complex words in a given sentence with
simpler alternatives of equivalent meaning. This task has wide applicability both as an …
simpler alternatives of equivalent meaning. This task has wide applicability both as an …
A word-complexity lexicon and a neural readability ranking model for lexical simplification
M Maddela, W Xu - arxiv preprint arxiv:1810.05754, 2018 - arxiv.org
Current lexical simplification approaches rely heavily on heuristics and corpus level features
that do not always align with human judgment. We create a human-rated word-complexity …
that do not always align with human judgment. We create a human-rated word-complexity …
[PDF][PDF] Simple PPDB: A paraphrase database for simplification
Abstract We release the Simple Paraphrase Database, a subset of of the Paraphrase
Database (PPDB) adapted for the task of text simplification. We train a supervised model to …
Database (PPDB) adapted for the task of text simplification. We train a supervised model to …