@inproceedings{del-tredici-etal-2019-short,
title = "Short-Term Meaning Shift: A Distributional Exploration",
author = "Del Tredici, Marco and
Fern{\'a}ndez, Raquel and
Boleda, Gemma",
editor = "Burstein, Jill and
Doran, Christy and
Solorio, Thamar",
booktitle = "Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)",
month = jun,
year = "2019",
address = "Minneapolis, Minnesota",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/N19-1210",
doi = "10.18653/v1/N19-1210",
pages = "2069--2075",
abstract = "We present the first exploration of meaning shift over short periods of time in online communities using distributional representations. We create a small annotated dataset and use it to assess the performance of a standard model for meaning shift detection on short-term meaning shift. We find that the model has problems distinguishing meaning shift from referential phenomena, and propose a measure of contextual variability to remedy this.",
}
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%0 Conference Proceedings
%T Short-Term Meaning Shift: A Distributional Exploration
%A Del Tredici, Marco
%A Fernández, Raquel
%A Boleda, Gemma
%Y Burstein, Jill
%Y Doran, Christy
%Y Solorio, Thamar
%S Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
%D 2019
%8 June
%I Association for Computational Linguistics
%C Minneapolis, Minnesota
%F del-tredici-etal-2019-short
%X We present the first exploration of meaning shift over short periods of time in online communities using distributional representations. We create a small annotated dataset and use it to assess the performance of a standard model for meaning shift detection on short-term meaning shift. We find that the model has problems distinguishing meaning shift from referential phenomena, and propose a measure of contextual variability to remedy this.
%R 10.18653/v1/N19-1210
%U https://aclanthology.org/N19-1210
%U https://doi.org/10.18653/v1/N19-1210
%P 2069-2075
Markdown (Informal)
[Short-Term Meaning Shift: A Distributional Exploration](https://aclanthology.org/N19-1210) (Del Tredici et al., NAACL 2019)
ACL
- Marco Del Tredici, Raquel Fernández, and Gemma Boleda. 2019. Short-Term Meaning Shift: A Distributional Exploration. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pages 2069–2075, Minneapolis, Minnesota. Association for Computational Linguistics.