BiLSTM + static BE

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing6 results

Abuse DetectiononEthos Binary
Classification Accuracy· 2021-06-29
0.8015
SOTA
Hate speech detection using static BERT embeddings arXiv:2106.15537
Abuse DetectiononEthos Binary
F1-score· 2021-06-29
0.7971
SOTA
Hate speech detection using static BERT embeddings arXiv:2106.15537
Hate Speech DetectiononEthos Binary
Classification Accuracy· 2021-06-29
0.8015
SOTA
Hate speech detection using static BERT embeddings arXiv:2106.15537
Hate Speech DetectiononEthos Binary
F1-score· 2021-06-29
0.7971
SOTA
Hate speech detection using static BERT embeddings arXiv:2106.15537
Abuse DetectiononEthos Binary
Precision· 2021-06-29
0.8037
best: 79.17 (BERT)
Hate speech detection using static BERT embeddings arXiv:2106.15537
Hate Speech DetectiononEthos Binary
Precision· 2021-06-29
0.8037
best: 79.17 (BERT)
Hate speech detection using static BERT embeddings arXiv:2106.15537