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Table 5: 
Results using the Baroni and Zamparelli (2010) evaluation method for the best performing models for English, German, and Dutch on the composition of nominal compounds, adjective-noun phrases, and adverb-adjective phrases.
Nominal CompoundsAdjective-Noun PhrasesAdverb-Adjective Phrases
ModelCos-dQ1Q2Q3≤5Cos-dQ1Q2Q3≤5Cos-dQ1Q2Q3≤5
 English 
WMask+ 0.344 43 39.84% 0.342 11 41 33.23% 0.335 33 40.86% 
BiLinear 0.335 33 43.81% 0.332 33 39.14% 0.331 25 45.84% 
FullLex+ 0.338 41.5 40.53% 0.309 2 6 20 48.41% 0.327 25 45.45% 
TransWeight 0.30 2 7 34 44.44% 0.307 33 39.36% 0.31 2 6 19 49.05% 
 
 German 
WMask+ 0.34 12 89 37.01% 0.35 19 92 25.52% 0.387 40 219.5 18.32% 
BiLinear 0.334 11 97 38.73% 0.34 15 74 29.51% 0.383 29 163 21.83% 
FullLex+ 0.328 10 72 39.89% 0.343 4 12 58 32.49% 0.383 35 189 20.55% 
TransWeight 0.31 2 10 76 40.10% 0.324 14 68 30.24% 0.367 6 24 130 23.21% 
 
 Dutch 
WMask+ 0.393 39 307 21.09% 0.378 20 132 24.87% 0.429 44 315 17.42% 
BiLinear 0.396 34 284 24.37% 0.375 19 140 27.40% 0.426 34 239 19.18% 
FullLex+ 0.388 37 313.5 22.93% 0.362 4 13 80 31.57% 0.433 10 50 381 16.65% 
TransWeight 0.376 5 28 235.5 25.25% 0.349 18 16 26.92% 0.423 8 29 238 18.96% 
Nominal CompoundsAdjective-Noun PhrasesAdverb-Adjective Phrases
ModelCos-dQ1Q2Q3≤5Cos-dQ1Q2Q3≤5Cos-dQ1Q2Q3≤5
 English 
WMask+ 0.344 43 39.84% 0.342 11 41 33.23% 0.335 33 40.86% 
BiLinear 0.335 33 43.81% 0.332 33 39.14% 0.331 25 45.84% 
FullLex+ 0.338 41.5 40.53% 0.309 2 6 20 48.41% 0.327 25 45.45% 
TransWeight 0.30 2 7 34 44.44% 0.307 33 39.36% 0.31 2 6 19 49.05% 
 
 German 
WMask+ 0.34 12 89 37.01% 0.35 19 92 25.52% 0.387 40 219.5 18.32% 
BiLinear 0.334 11 97 38.73% 0.34 15 74 29.51% 0.383 29 163 21.83% 
FullLex+ 0.328 10 72 39.89% 0.343 4 12 58 32.49% 0.383 35 189 20.55% 
TransWeight 0.31 2 10 76 40.10% 0.324 14 68 30.24% 0.367 6 24 130 23.21% 
 
 Dutch 
WMask+ 0.393 39 307 21.09% 0.378 20 132 24.87% 0.429 44 315 17.42% 
BiLinear 0.396 34 284 24.37% 0.375 19 140 27.40% 0.426 34 239 19.18% 
FullLex+ 0.388 37 313.5 22.93% 0.362 4 13 80 31.57% 0.433 10 50 381 16.65% 
TransWeight 0.376 5 28 235.5 25.25% 0.349 18 16 26.92% 0.423 8 29 238 18.96% 
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