Findings of the TSAR-2022 shared task on multilingual lexical simplification

H Saggion, S Štajner, D Ferrés, KC Sheang… - arxiv preprint arxiv …, 2023 - arxiv.org
We report findings of the TSAR-2022 shared task on multilingual lexical simplification,
organized as part of the Workshop on Text Simplification, Accessibility, and Readability …

Deep learning approaches to lexical simplification: A survey

K North, T Ranasinghe, M Shardlow… - Journal of Intelligent …, 2024 - Springer
Lexical Simplification (LS) is the task of substituting complex words within a sentence for
simpler alternatives while maintaining the sentence's original meaning. LS is the lexical …

An LLM-Enhanced Adversarial Editing System for Lexical Simplification

K Tan, K Luo, Y Lan, Z Yuan, J Shu - arxiv preprint arxiv:2402.14704, 2024 - arxiv.org
Lexical Simplification (LS) aims to simplify text at the lexical level. Existing methods rely
heavily on annotated data, making it challenging to apply in low-resource scenarios. In this …

ALEXSIS+: Improving substitute generation and selection for lexical simplification with information retrieval

K North, A Dmonte, T Ranasinghe… - Proceedings of the …, 2023 - e-space.mmu.ac.uk
Lexical simplification (LS) automatically replaces words that are deemed difficult to
understand for a given target population with simpler alternatives, whilst preserving the …

[PDF][PDF] Word sense disambiguation for automatic translation of medical dialogues into pictographs

M Norré, R Cardon, V Vandeghinste… - Proceedings of …, 2023 - lirias.kuleuven.be
Word sense disambiguation is an NLP task embedded in different applications. We propose
to evaluate its contribution to the automatic translation of French texts into pictographs, in the …

Computational Approaches to Lexical Complexity Prediction and Simplification

K North - 2024 - search.proquest.com
Lexical Simplification (LS) automatically replaces difficult to understand words with easier
alternatives whilst maintaining the original meaning of a sentence. LS serves as a …