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Table 10 
Downstream tasks results for all languages. Bold represents the best score, and italics represents the second best.
Finnish
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 62.30 57.68 60.41 64.19 72.26 
DEP 79.62 79.84 80.6 82.45 87.78 
POS 89.56 89.86 89.88 92.55 96.56 
NER 72.96 71.17 75.69 80.54 78.45 
German
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 55.25 60.60 57.11 61.75 61.85 
DEP 82.43 82.78 82.32 83.20 83.46 
POS 91.82 92.14 90.59 92.66 93.57 
NER 74.32 76.13 71.43 78.35 71.81 
XNLI 44.03 40.08 43.55 44.69 44.05 
Spanish
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 64.49 62.78 62.34 66.39 70.03 
DEP 90.17 90.26 89.99 90.55 91.09 
POS 96.07 96.58 95.66 96.49 97.43 
NER 77.48 79.31 77.36 78.96 77.75 
XNLI 46.75 41.28 45.17 46.80 45.07 
Russian
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
DEP 90.13 90.54 90.16 87.41 92.26 
POS 95.62 96.11 95.91 92.61 97.84 
NER 78.38 79.92 75.84 64.20 79.71 
XNLI 43.43 39.80 43.53 41.64 45.05 
Turkish
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 53.29 46.35 53.51 53.14 63.38 
DEP 57.82 56.67 55.92 57.70 62.97 
POS 86.52 87.35 87.57 86.80 94.48 
NER 48.87 52.21 51.75 52.52 49.22 
XNLI 42.79 42.93 45.17 44.25 43.81 
Finnish
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 62.30 57.68 60.41 64.19 72.26 
DEP 79.62 79.84 80.6 82.45 87.78 
POS 89.56 89.86 89.88 92.55 96.56 
NER 72.96 71.17 75.69 80.54 78.45 
German
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 55.25 60.60 57.11 61.75 61.85 
DEP 82.43 82.78 82.32 83.20 83.46 
POS 91.82 92.14 90.59 92.66 93.57 
NER 74.32 76.13 71.43 78.35 71.81 
XNLI 44.03 40.08 43.55 44.69 44.05 
Spanish
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 64.49 62.78 62.34 66.39 70.03 
DEP 90.17 90.26 89.99 90.55 91.09 
POS 96.07 96.58 95.66 96.49 97.43 
NER 77.48 79.31 77.36 78.96 77.75 
XNLI 46.75 41.28 45.17 46.80 45.07 
Russian
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
DEP 90.13 90.54 90.16 87.41 92.26 
POS 95.62 96.11 95.91 92.61 97.84 
NER 78.38 79.92 75.84 64.20 79.71 
XNLI 43.43 39.80 43.53 41.64 45.05 
Turkish
TaskMUSEword2vecGloVe-BPEfastTextD-ELMo
SRL 53.29 46.35 53.51 53.14 63.38 
DEP 57.82 56.67 55.92 57.70 62.97 
POS 86.52 87.35 87.57 86.80 94.48 
NER 48.87 52.21 51.75 52.52 49.22 
XNLI 42.79 42.93 45.17 44.25 43.81 
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