Annotating data for fine-tuning a neural ranker? Current active learning strategies are not better than random selection

Author(s):
Althammer, S.; Zuccon, G.; Hofstätter, S.; Verberne, S. (0000-0002-9609-9505); Hanbury, A.
Editor(s):
Ai, Q.; Liu, Y.; Moffat, A.; Huang, X.; Sakai, T.; Zobel, J.
Published
2023
Publication type
Article in monograph or in proceedings
Date issued
2023
Language
English
Publisher
New York, N.Y., U.S.A.: Association for Computer Machinery
Is part of
SIGIR-AP '23 (2023), p. 139-149
ISBN source
9798400704086
hdl
1887/3718750
doi
10.1145/3624918.3625333

Conference

Meeting name
SIGIR-AP '23: Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region
Meeting location
Beijing, China
Meeting date
2023-11-26 - 2023-11-28