HamedBabaei / LLMs4OL

LLMs4OL:‌ Large Language Models for Ontology Learning
MIT License
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Run experiments for WORDNET dataset -- Task A #16

Closed HamedBabaei closed 1 year ago

HamedBabaei commented 1 year ago

Models to report results:

on T1, T2, .... to T8!

HamedBabaei commented 1 year ago

I have done all the 4 experiments and results are as followings:

Dataset Model $t_1$ $t_2$ $t_3$ $t_4$ $t_5$ $t_6$ $t_7$ $t_8$
WN18RR BERT-Large
Flan-T5-Large
Flan-T5-XL
BART-Large
2.19
0.17
2.81
0.01
9.36
19.70
40.26
0.28
9.18
5.54
17.83
0.22
19.41
31.26
52.21
2.16
4.72
0.0
0.01
0.01
19.34
3.03
7.75
0.03
9.93
5.70
18.47
0.0
27.85
26.80
18.85
0.19