SimpleScience: Lexical Simplification of Scientific Terminology
Yea‐Seul Kim, Jessica R. Hullman, Matthew Burgess, Eytan Adar · 2016
Lexical simplification of scientific terms represents a unique challenge due to the lack of a standard parallel corpora and fast rate at which vocabulary shift along with research.We introduce SimpleScience, a lexical simplification approach for scientific terminology.We use word embeddings to extract simplification rules from a parallel corpora containing scientific publications and Wikipedia.To evaluate our system we construct SimpleSciGold, a novel gold standard set for science-related simplifications.We find that our approach outperforms prior context-aware approaches at generating simplifications for scientific terms.