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dhar2019a.md (1460B)

      1 ---
      2 layout: pub
      3 type: inproceedings
      4 title: "Measuring the compositionality of noun-noun compounds over time"
      5 location: Florence, Italy
      6 month: 08
      7 spage: 234
      8 epage: 239
      9 author:
     10 - Prajit Dhar
     11 - Janis Pagel
     12 - Lonneke van der Plas
     13 booktitle: 1st International Workshop on Computational Approaches to Historical Language Change 2019
     14 location: "Florence, Italy"
     15 month: 8
     16 year: 2019
     17 iurl: https://www.aclweb.org/anthology/W19-4729
     19 - desc: preprint
     20   url: https://arxiv.org/abs/1906.02563
     21 - desc: poster
     22   url: /assets/publications/dhar2019a/poster.pdf
     23 ---
     25 ## Abstract
     27 We present work in progress on the temporal progression of compositionality in noun-noun compounds. Previous work has proposed computational methods for determining the compositionality of compounds. These methods try to automatically determine how transparent the meaning of the compound as a whole is with respect to the meaning of its parts. We hypothesize that such a property might change over time. We use the time-stamped Google Books corpus for our diachronic investigations, and first examine whether the vector-based semantic spaces extracted from this corpus are able to predict compositionality ratings, despite their inherent limitations. We find that using temporal information helps predicting the ratings, although correlation with the ratings is lower than reported for other corpora. Finally, we show changes in compositionality over time for a selection of compounds.