[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 …

Data-driven sentence simplification: Survey and benchmark

F Alva-Manchego, C Scarton, L Specia - Computational Linguistics, 2020 - direct.mit.edu
Sentence Simplification (SS) aims to modify a sentence in order to make it easier to read
and understand. In order to do so, several rewriting transformations can be performed such …

Revisiting non-English text simplification: A unified multilingual benchmark

MJ Ryan, T Naous, W Xu - arXiv preprint arXiv:2305.15678, 2023 - arxiv.org
Recent advancements in high-quality, large-scale English resources have pushed the
frontier of English Automatic Text Simplification (ATS) research. However, less work has …

Document-level text simplification: Dataset, criteria and baseline

R Sun, H Jin, X Wan - arXiv preprint arXiv:2110.05071, 2021 - arxiv.org
Text simplification is a valuable technique. However, current research is limited to sentence
simplification. In this paper, we define and investigate a new task of document-level text …

Learning simplifications for specific target audiences

C Scarton, L Specia - Proceedings of the 56th Annual Meeting of …, 2018 - aclanthology.org
Text simplification (TS) is a monolingual text-to-text transformation task where an original
(complex) text is transformed into a target (simpler) text. Most recent work is based on …

DEplain: A German parallel corpus with intralingual translations into plain language for sentence and document simplification

R Stodden, O Momen, L Kallmeyer - arXiv preprint arXiv:2305.18939, 2023 - arxiv.org
Text simplification is an intralingual translation task in which documents, or sentences of a
complex source text are simplified for a target audience. The success of automatic text …

Towards automating medical scribing: Clinic visit dialogue2note sentence alignment and snippet summarization

W Yim, M Yetisgen-Yildiz - … of the Second Workshop on Natural …, 2021 - aclanthology.org
Medical conversations from patient visits are routinely summarized into clinical notes for
documentation of clinical care. The automatic creation of clinical note is particularly …

[PDF][PDF] CATS: A tool for customized alignment of text simplification corpora

S Štajner, M Franco-Salvador, P Rosso… - Proceedings of the …, 2018 - aclanthology.org
In text simplification (TS), parallel corpora consisting of original sentences and their
manually simplified counterparts are very scarce and small in size, which impedes building …

SPEC5G: A dataset for 5G cellular network protocol analysis

I Karim, KS Mubasshir, MM Rahman… - arXiv preprint arXiv …, 2023 - arxiv.org
5G is the 5th generation cellular network protocol. It is the state-of-the-art global wireless
standard that enables an advanced kind of network designed to connect virtually everyone …

A corpus for automatic readability assessment and text simplification of German

A Battisti, S Ebling - arXiv preprint arXiv:1909.09067, 2019 - arxiv.org
In this paper, we present a corpus for use in automatic readability assessment and automatic
text simplification of German. The corpus is compiled from web sources and consists of …