Named Entity Recognition on English-Spanish code-switching tweets (test)
69.17F1 ScoreHierarchical Meta-Embeddings
Evaluation results
| Method | Links | |
|---|---|---|
| Hierarchical Meta-EmbeddingsEmbedding setting=Multilingual, Ensemble=true2019.09 | 69.17 | |
| Hierarchical Meta-EmbeddingsEmbedding setting=Multilingual, Ensemble=false2019.09 | 67.8 | |
| Winata et al. (2019) MME2019.09 | 66.63 | |
| Hierarchical Meta-EmbeddingsEmbedding setting=Cross-lingual, Ensemble=true2019.09 | 65.99 | |
| Hierarchical Meta-EmbeddingsEmbedding setting=Cross-lingual, Ensemble=false2019.09 | 64.52 | |
| Trivedi et al. (2018)Ensemble=true2019.09 | 63.76 | |
| Winata et al. (2018b)2019.09 | 62.76 | |
| Wang et al. (2018)Ensemble=true2019.09 | 62.67 | |
| Wang et al. (2018)Ensemble=false2019.09 | 62.39 | |
| Trivedi et al. (2018)2019.09 | 61.89 | |
| MUSEEmbedding setting=Aligned, Alignment direction=en -> es2019.09 | 61.49 | |
| MUSEEmbedding setting=Aligned, Alignment direction=es -> en2019.09 | 60.89 | |
| Random embeddingsEmbedding setting=Random2019.09 | 46.68 |