Skip to main content

Advertisement

Table 7 Comparative results of improved-HAL methods for NLE-LP mining task

From: Using an analogical reasoning framework to infer language patterns for negative life events

Method Within-category Across-category
prec@5 prec@10 MRR prec@5 prec@10 MRR
HAL 0.2034 0.1842 0.3921 0.2116 0.1872 0.3820
Improved-HAL       
 HAL-VEC + COSINE 0.4279 0.3738 0.6495 0.4232 0.3709 0.6598
 HAL-VEC + COSMUL 0.4270 0.3737 0.6494 0.4203 0.3702 0.6530
 CBOW + HAL-INF 0.3482 0.3112 0.5750 0.3311 0.2999 0.5525
 SG + HAL-INF 0.3395 0.2990 0.5715 0.3377 0.2965 0.5776