@inproceedings{alsulaimani-etal-2020-evaluation,
    title = "An Evaluation Method for Diachronic Word Sense Induction",
    author = "Alsulaimani, Ashjan  and
      Moreau, Erwan  and
      Vogel, Carl",
    editor = "Cohn, Trevor  and
      He, Yulan  and
      Liu, Yang",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/jlcl-multiple-ingestion/2020.findings-emnlp.284/",
    doi = "10.18653/v1/2020.findings-emnlp.284",
    pages = "3171--3180",
    abstract = "The task of Diachronic Word Sense Induction (DWSI) aims to identify the meaning of words from their context, taking the temporal dimension into account. In this paper we propose an evaluation method based on large-scale time-stamped annotated biomedical data, and a range of evaluation measures suited to the task. The approach is applied to two recent DWSI systems, thus demonstrating its relevance and providing an in-depth analysis of the models."
}