Lexicon Induction on Manually validated lexicon induction 1803 words (test)
76.79APLISTN-C
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LISTN-CInduction approach=Cluster-5, K=52024.09 | 76.79 | 73.63 | |
| LISTN-CAInduction approach=Cluster-5, K=52024.09 | 76.2 | 74.03 | |
| LISTN-CInduction approach=Cluster-20, K=202024.09 | 75.54 | 72.89 | |
| LISTN-CInduction approach=Category centroid2024.09 | 72.72 | 68.09 | |
| LISTN-CAInduction approach=Category centroid2024.09 | 72.31 | 67.13 | |
| LISTN-CAInduction approach=Cluster-20, K=202024.09 | 70.69 | 69.54 | |
| LISTN-CInduction approach=Cluster-100, K=1002024.09 | 70.4 | 68.64 | |
| LISTN-CAInduction approach=Cluster-100, K=1002024.09 | 69.5 | 65.66 | |
| NPMI-categoryGranularity=Category2024.09 | 67.9 | 66.47 | |
| NPMI2024.09 | 67.09 | 70.34 | |
| PPMI-categoryGranularity=Category2024.09 | 65.17 | 64.7 | |
| NPMI-monthGranularity=Month2024.09 | 64.49 | 63.86 | |
| PPMI2024.09 | 63.33 | 67.09 | |
| LISTN-CInduction approach=Community centroid2024.09 | 62.97 | 52.55 | |
| LISTN-CAInduction approach=Community centroid2024.09 | 62.28 | 51.31 | |
| LISTN-CAInduction approach=Bias2024.09 | 61.9 | 55.6 | |
| NPMI-subreditGranularity=Subreddit2024.09 | 61.7 | 61.87 | |
| PPMI-monthGranularity=Month2024.09 | 61.65 | 60.71 | |
| LISTN-CInduction approach=Bias2024.09 | 60.16 | 53.83 | |
| PPMI-subredditGranularity=Subreddit2024.09 | 59.1 | 59.16 | |
| LISTN-CInduction approach=Subreddit centroid2024.09 | 58.91 | 54.61 | |
| word2vec bootstrap2024.09 | 55.63 | 54.27 | |
| LISTN-CAInduction approach=Subreddit centroid2024.09 | 55.19 | 50.43 | |
| LISTN-CAInduction approach=Bootstrap2024.09 | 53.49 | 52.06 | |
| LISTN-CInduction approach=Bootstrap2024.09 | 52.76 | 50.77 | |
| Random2024.09 | 52 | 50 |