MIT Press

Table 8:

Lightly supervised UD results with ELMo embeddings.

	cu		da		fa		id		lv		sl		sv		tr		ur		vi
Model	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS
Base+ELMo	72.35	61.43	80.32	76.86	85.84	81.71	73.68	58.01	79.93	73.91	76.40	67.52	81.51	76.10	53.36	34.67	86.11	79.91	71.28	67.04
Base+ELMo+G	75.47	67.07	79.12	75.05	83.09	79.43	73.00	57.69	72.86	67.13	74.99	69.75	79.66	74.29	53.87	39.30	84.83	78.53	66.57	61.56
DCST-ENS+ELMo	73.90	61.62	82.29	78.49	87.87	83.25	74.95	58.55	82.47	76.41	79.69	70.36	83.93	78.27	59.35	36.81	87.51	81.53	72.76	68.48

	cu		da		fa		id		lv		sl		sv		tr		ur		vi
Model	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS	UAS	LAS
Base+ELMo	72.35	61.43	80.32	76.86	85.84	81.71	73.68	58.01	79.93	73.91	76.40	67.52	81.51	76.10	53.36	34.67	86.11	79.91	71.28	67.04
Base+ELMo+G	75.47	67.07	79.12	75.05	83.09	79.43	73.00	57.69	72.86	67.13	74.99	69.75	79.66	74.29	53.87	39.30	84.83	78.53	66.57	61.56
DCST-ENS+ELMo	73.90	61.62	82.29	78.49	87.87	83.25	74.95	58.55	82.47	76.41	79.69	70.36	83.93	78.27	59.35	36.81	87.51	81.53	72.76	68.48