An automated essay scoring systems: a systematic literature review

D Ramesh, SK Sanampudi - Artificial Intelligence Review, 2022 - Springer
Assessment in the Education system plays a significant role in judging student performance.
The present evaluation system is through human assessment. As the number of teachers' …

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 …

MUSS: Multilingual unsupervised sentence simplification by mining paraphrases

L Martin, A Fan, E De La Clergerie, A Bordes… - arxiv preprint arxiv …, 2020 - arxiv.org
Progress in sentence simplification has been hindered by a lack of labeled parallel
simplification data, particularly in languages other than English. We introduce MUSS, a …

ASSET: A dataset for tuning and evaluation of sentence simplification models with multiple rewriting transformations

F Alva-Manchego, L Martin, A Bordes… - arxiv preprint arxiv …, 2020 - arxiv.org
In order to simplify a sentence, human editors perform multiple rewriting transformations:
they split it into several shorter sentences, paraphrase words (ie replacing complex words or …

Controllable sentence simplification with a unified text-to-text transfer transformer

KC Sheang, H Saggion - … of the 14th International Conference on …, 2021 - aclanthology.org
Recently, a large pre-trained language model called T5 (A Unified Text-to-Text Transfer
Transformer) has achieved state-of-the-art performance in many NLP tasks. However, no …

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 …