Can humain association norm evaluate latent semantic analysis?
author:
Gatkowska Izabela , Lubaszewski Wiesław , Korzycki Michał
editor:
Sharp Bernadette, Zock Michael
book title:
NLPCS 2013: Natural Language processing and Cognitive Science: Proceedings of NLPCS 2013 10th International Workshop on Natural Language Processing and Cognitive Science
This paper presents the comparison of word association norm created by a psycholinguistic experiment to association lists generated by algorithms operating on text corpora. We compare lists generated by Church and Hanks algorithm and lists generated by LSA algorithm. An argument is presented on how those automatically generated lists reflect real semantic relations.
number of pulisher's sheets:
1
conference:
10th International Workshop on Natural Language Processing and Cognitive Science; 2013-10-15; 2013-10-16; Marsylia; Francja; ; ; ;
affiliation:
Wydział Zarządzania i Komunikacji Społecznej : Katedra Lingwistyki Komputerowej