Text Simplification

M²Preserve: A Multidimensional Framework for Evaluating Meaning Preservation in Text Simplification

We introduce M²Preserve, a framework that decomposes meaning preservation into Completeness and Faithfulness via key-fact alignment, and show it produces more structured and …

abdullah-barayan

• Sep 12, 2026 • 1 min read

Text Simplification

A Meta-evaluation of Automatic Metrics for Elaborative Simplification

READIxTSAR @ LREC 2026

Abdullah Alshatti

• May 11, 2026 • 1 min read

Text Simplification

Translation is Not Enough (TINE): Plain Language Adaptation of Multilingual Science

Funded by CHIST-ERA (UKRI)

May 1, 2026 • 1 min read

Text Simplification

Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification

TSAR @ EMNLP 2025

Fernando Alva-Manchego

• Nov 8, 2025 • 1 min read

Text Simplification

CardiffNLP at CLEARS-2025: Prompting Large Language Models for Plain Language and Easy-to-Read Text Rewriting

arXiv

mutaz-ayesh

• Sep 23, 2025 • 1 min read

Text Simplification

Adapting Sentence-level Automatic Metrics for Document-level Simplification Evaluation

NAACL 2025

mounica-maddela

• Apr 29, 2025 • 1 min read

Text Simplification

Analysing Zero-Shot Readability-Controlled Sentence Simplification

COLING 2025

abdullah-barayan

• Jan 19, 2025 • 1 min read

Text Simplification

The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline

BEA 2024

matthew-shardlow

• Jun 20, 2024 • 1 min read

Text Simplification

BLESS: Benchmarking Large Language Models on Sentence Simplification

EMNLP 2023

tannon-kew

• Dec 6, 2023 • 1 min read

Text Simplification

Simple TICO-19: A Dataset for Joint Translation and Simplification of COVID-19 Texts

LREC 2022

matthew-shardlow

• Jun 21, 2022 • 1 min read