From 324511d4897da6718fde6d0ce2f57e935ae45a7c Mon Sep 17 00:00:00 2001 From: Seyyed Ehsan Mahmoudi Date: Sun, 6 Jan 2019 23:45:00 +0330 Subject: [PATCH] Converted to table --- data/models/README.md | 109 ++++++++++++++++-------------------------- 1 file changed, 40 insertions(+), 69 deletions(-) diff --git a/data/models/README.md b/data/models/README.md index 00e715c..0927f42 100644 --- a/data/models/README.md +++ b/data/models/README.md @@ -12,83 +12,54 @@ I tested this model in analogy and similarity test. first column is category , second column is total number of questions in each category and third column is number of correct answers -semantic-capitals,4691,3514 - -semantic-Whole to part,420,68 - -syntactic-Comparative Adjectives,2756,1927 - -syntactic-antonym,506,239 - -semantic-family,600,349 - -semantic-currency,6006,1298 - -syntactic-Superlative Adjectives,2756,1611 - -syntactic-verb,1964,708 +|Category | Total Tokens | fastext_skipgram_100 | +|----------|-----------|------------| +|semantic-capitals|4691|3514| +|semantic-Whole to part|420|68| +|semantic-family|600|349| +|semantic-currency|6006|1298| +|syntactic-Comparative Adjectives|2756|1927| +|syntactic-antonym|506|239| +|syntactic-Superlative Adjectives|2756|1611| +|syntactic-verb|1964|708| ## similarity results: ### spearman rate: -for sematic similarity dataset: 0.48587616530876959 - -for farsnet semantic similarity dataset : - -FarsnetSim1:0.27610083415580711 - -FarsnetSim2:0.27929982329748931 - -wup:0.18250087600972492 - -jcn:0.18327200031556271 - -vector:0.13933219280879294 - -vector pairwise:0.018409448914572579 - -res:0.13439418289866359 - -lin:0.20054370309396596 - -path:0.18463631191518065 - -lch:0.18463631191518065 - -hso:0.094630984814642702 - -lesk:0.10516558436396144 +|Similarity Measure | fastext_skipgram_100 | +|------------|---------------| +|sematic similarity dataset| 0.48587616530876959| +|FarsnetSim1|0.27610083415580711| +|FarsnetSim2|0.27929982329748931| +|wup|0.18250087600972492| +|jcn|0.18327200031556271| +|vector|0.13933219280879294| +|vector pairwise|0.018409448914572579| +|res|0.13439418289866359| +|lin|0.20054370309396596| +|path|0.18463631191518065| +|lch|0.18463631191518065| +|hso|0.094630984814642702| +|lesk|0.10516558436396144| ### pearson rate: -for sematic similarity dataset: 0.48469245154228224 - -for farsnet semantic similarity dataset : - -FarsnetSim1:0.061106823597353102 - -FarsnetSim2:0.062575233204542127 - -wup:0.077740945428833419 - -jcn:0.21993964374043662 - -vector:-0.053878808327336804 - -vector pairwise:-0.00032728115126094031 - -res:0.2600105151984291 - -lin:0.12138530521845443 - -path:0.10809710152907191 - -lch:0.11427292317594209 - -hso:0.17404572114709974 - -lesk:0.10938928805987569 +|Similarity Measure | fastext_skipgram_100 | +|------------|---------------| +|sematic similarity dataset| 0.48469245154228224| +|FarsnetSim1|0.061106823597353102| +|FarsnetSim2|0.062575233204542127| +|wup|0.077740945428833419| +|jcn|0.21993964374043662| +|vector|-0.053878808327336804| +|vector pairwise|-0.00032728115126094031| +|res|0.2600105151984291| +|lin|0.12138530521845443| +|path|0.10809710152907191| +|lch|0.11427292317594209| +|hso|0.17404572114709974| +|lesk|0.10938928805987569|