The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification
Computational Linguistics
Carolina Scarton
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
We introduce ASSET, a dataset for assessing sentence simplification in English. ASSET is a crowdsourced multi-reference corpus where each simplification was produced by executing …
Data-Driven Sentence Simplification: Survey and Benchmark
We survey research on Sentence Simplification, focusing on approaches that attempt to learn how to simplify using corpora of aligned original-simplified sentence pairs in English.
EASSE: Easier Automatic Sentence Simplification Evaluation
We introduce EASSE, a Python package aiming to facilitate and standardise automatic evaluation and comparison of Sentence Simplification systems.
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs
IJCNLP 2017