@inproceedings{laville-etal-2022-evaluating,
    title = "About Evaluating Bilingual Lexicon Induction",
    author = "Laville, Martin  and
      Morin, Emmanuel  and
      Langlais, Phillippe",
    editor = "Rapp, Reinhard  and
      Zweigenbaum, Pierre  and
      Sharoff, Serge",
    booktitle = "Proceedings of the BUCC Workshop within LREC 2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://aclanthology.org/2022.bucc-1.2",
    pages = "8--14",
    abstract = "With numerous new methods proposed recently, the evaluation of Bilingual Lexicon Induction have been quite hazardous and inconsistent across works. Some studies proposed some guidance to sanitize this; yet, they are not necessarily followed by practitioners. In this study, we try to gather these different recommendations and add our owns, with the aim to propose an unified evaluation protocol. We further show that the easiness of a benchmark while being correlated to the proximity of the language pairs being considered, is even more conditioned on the graphical similarities within the test word pairs.",
}