Dimensions of Interpersonal Relationships: Corpus and Experiments

Farzana Rashid, Eduardo Blanco


Abstract
This paper presents a corpus and experiments to determine dimensions of interpersonal relationships. We define a set of dimensions heavily inspired by work in social science. We create a corpus by retrieving pairs of people, and then annotating dimensions for their relationships. A corpus analysis shows that dimensions can be annotated reliably. Experimental results show that given a pair of people, values to dimensions can be assigned automatically.
Anthology ID:
D17-1244
Volume:
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
Month:
September
Year:
2017
Address:
Copenhagen, Denmark
Venue:
EMNLP
SIG:
SIGDAT
Publisher:
Association for Computational Linguistics
Note:
Pages:
2307–2316
Language:
URL:
https://www.aclweb.org/anthology/D17-1244
DOI:
10.18653/v1/D17-1244
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PDF:
http://aclanthology.lst.uni-saarland.de/D17-1244.pdf