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ResearchFormerly WizWand

Lexicon Induction on Manually validated lexicon induction 1803 words (test)

76.79APLISTN-C
51.008457.701764.39571.0883Sep 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LISTN-CInduction approach=Cluster-5, K=52024.0976.7973.63
LISTN-CAInduction approach=Cluster-5, K=52024.0976.274.03
LISTN-CInduction approach=Cluster-20, K=202024.0975.5472.89
LISTN-CInduction approach=Category centroid2024.0972.7268.09
LISTN-CAInduction approach=Category centroid2024.0972.3167.13
LISTN-CAInduction approach=Cluster-20, K=202024.0970.6969.54
LISTN-CInduction approach=Cluster-100, K=1002024.0970.468.64
LISTN-CAInduction approach=Cluster-100, K=1002024.0969.565.66
NPMI-categoryGranularity=Category2024.0967.966.47
NPMI2024.0967.0970.34
PPMI-categoryGranularity=Category2024.0965.1764.7
NPMI-monthGranularity=Month2024.0964.4963.86
PPMI2024.0963.3367.09
LISTN-CInduction approach=Community centroid2024.0962.9752.55
LISTN-CAInduction approach=Community centroid2024.0962.2851.31
LISTN-CAInduction approach=Bias2024.0961.955.6
NPMI-subreditGranularity=Subreddit2024.0961.761.87
PPMI-monthGranularity=Month2024.0961.6560.71
LISTN-CInduction approach=Bias2024.0960.1653.83
PPMI-subredditGranularity=Subreddit2024.0959.159.16
LISTN-CInduction approach=Subreddit centroid2024.0958.9154.61
word2vec bootstrap2024.0955.6354.27
LISTN-CAInduction approach=Subreddit centroid2024.0955.1950.43
LISTN-CAInduction approach=Bootstrap2024.0953.4952.06
LISTN-CInduction approach=Bootstrap2024.0952.7650.77
Random2024.095250