04/07/2020

Predicting the Growth of Morphological Families from Social and Linguistic Factors

Valentin Hofmann, Janet Pierrehumbert, Hinrich Schütze

Keywords: evolution families, Morphological MFEP, MFEP, Growth Families

Abstract Paper Similar Papers

Abstract: We present the first study that examines the evolution of morphological families, i.e., sets of morphologically related words such as “trump”, “antitrumpism”, and “detrumpify”, in social media. We introduce the novel task of Morphological Family Expansion Prediction (MFEP) as predicting the increase in the size of a morphological family. We create a ten-year Reddit corpus as a benchmark for MFEP and evaluate a number of baselines on this benchmark. Our experiments demonstrate very good performance on MFEP.

 0
 0
 0
 0
  Share    
This is an embedded video. Talk and the respective paper are published at ACL 2020 virtual conference. If you are one of the authors of the paper and want to manage your upload, see the question "My papertalk has been externally embedded..." in the FAQ section.

Comments

Post Comment
no comments yet
code of conduct: tbd Characters remaining: 140

Similar Papers

 0
 0
 0
 0
 16:33 
 0
 0
 0
 0
 13:17 
 0
 0
 0
 0
 4:58 
 0
 0
 0
 0
 8:53 
 0
 0
 0
 0
 11:16 
 0
 0
 0
 0
 9:54 
 0
 0
 0
 0
 16:06 
 0
 0
 0
 0
 10:03 
 0
 0
 0
 0
 13:53 
 0
 0
 0
 0
 13:00 
 0
 0
 0
 0
 15:00 
 0
 0
 0
 0
 13:12 
 0
 0
 0
 0
 1:00 
 0
 0
 0
 0
 10:22 
 0
 0
 0
 0
 6:36 
 0
 0
 0
 0
 11:18 
 0
 0
 0
 0
 8:07 
 0
 0
 0
 0
 15:21 
 0
 0
 0
 0
 11:28 
 0
 0
 0
 0
 12:06 
 0
 0
 0
 0
 14:39 
 0
 0
 0
 0
 14:20 
 0
 0
 0
 0
 5:37 
 0
 0
 0
 0
 19:59 
 0
 0
 0
 0
 7:00 
 0
 0
 0
 0
 12:22 
 0
 0
 0
 0
 11:24 
 0
 0
 0
 1
 11:55 
 0
 0
 0
 0
 13:28 
 0
 0
 0
 0
 11:44 
 0
 0
 0
 0
 8:50 
 0
 0
 0
 0
 16:11 
 0
 0
 0
 0
 4:41 
 0
 0
 0
 0
 7:06 
 0
 0
 0
 0
 10:31 
 0
 0
 0
 0
 4:56 
 0
 0
 0
 0
 7:33 
 0
 0
 0
 0
 20:15 
 0
 0
 0
 0
 12:31 
 0
 0
 0
 0
 6:58