Finding individual word sense changes and their delay in appearance
- We present a method for detecting word sense changes by utilizing automatically induced word senses. Our method works on the level of individual senses and allows a word to have e.g. one stable sense and then add a novel sense that later experiences change. Senses are grouped based on polysemy to find linguistic concepts and we can find broadening and narrowing as well as novel (polysemous and homonymic) senses. We evaluate on a testset, present recall and estimates of the time between expected and found change.
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| Author: | Nina Tahmasebi, Thomas RisseORCiDGND |
|---|---|
| URN: | urn:nbn:de:hebis:30:3-542494 |
| DOI: | https://doi.org/10.26615/978-954-452-049-6_095 |
| ISBN: | 978-954-452-049-6 |
| ISSN: | 2603-2813 |
| Parent Title (English): | Ruslan Mitkov ; Galia Angelova (Hrsg.): Proceedings of the international conference recent advances in natural language processing, RANLP 2017, Varna, Bulgaria |
| Publisher: | INCOMA Ltd. |
| Place of publication: | Varna, Bulgaria |
| Editor: | Ruslan Mitkov, Galia Angelova |
| Document Type: | Part of a Book |
| Language: | English |
| Year of Completion: | 2017 |
| Year of first Publication: | 2017 |
| Publishing Institution: | Universitätsbibliothek Johann Christian Senckenberg |
| Release Date: | 2020/06/24 |
| Issue: | R17-1095 |
| Page Number: | 9 |
| First Page: | 741 |
| Last Page: | 749 |
| Note: | ACL materials are Copyright © 1963–2020 ACL; other materials are copyrighted by their respective copyright holders. Materials prior to 2016 here are licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 International License. Permission is granted to make copies for the purposes of teaching and research. Materials published in or after 2016 are licensed on a Creative Commons Attribution 4.0 International License. |
| HeBIS-PPN: | 466726902 |
| Institutes: | Zentrale Einrichtung / Universitätsbibliothek |
| Dewey Decimal Classification: | 0 Informatik, Informationswissenschaft, allgemeine Werke / 02 Bibliotheks- und Informationswissenschaften / 020 Bibliotheks- und Informationswissenschaften |
| Sammlungen: | Universitätspublikationen |
| Licence (German): |  Creative Commons - Namensnennung 4.0 |
