Extraction and evaluation of formulaic expressions used in scholarly papers

作者:

Highlights:

• Formulaic expression extraction using named entities and dependency structure.

• Sentence retrieval task as an extrinsic evaluation for formulaic expressions.

• Changing weights on word embeddings captures characteristics of extraction methods.

摘要

•Formulaic expression extraction using named entities and dependency structure.•Sentence retrieval task as an extrinsic evaluation for formulaic expressions.•Changing weights on word embeddings captures characteristics of extraction methods.

论文关键词:Natural language processing,Formulaic expressions,Multi-word expressions,Writing assistance,English for academic purposes

论文评审过程:Received 22 May 2020, Revised 8 February 2021, Accepted 30 August 2021, Available online 4 September 2021, Version of Record 15 September 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.115840