Elior Sulem

Semantic Structural Evaluation for Text Simplification

2018

Elior Sulem, Omri Abend, Ari Rappoport. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers). 2018.

BLEU is Not Suitable for the Evaluation of Text Simplification

2018

BLEU is widely considered to be an informative metric for text-to-text generation, including Text Simplification (TS). TS includes both lexical and structural aspects. In this paper we show that BLEU is not suitable for the …

Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey

2023 · ACM Computing Surveys

Large, pre-trained language models (PLMs) such as BERT and GPT have drastically changed the Natural Language Processing (NLP) field. For numerous NLP tasks, approaches leveraging PLMs have achieved state-of-the-art performance. The key idea is to …