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FrancophonIA
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IWPT_2020

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de-francophones commited on 22 days ago

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8613ae3

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1 Parent(s): ce218f7

8168533e616b5152b67e84413e0a7e933d3879f3e4d6faad71d69428704b3022

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.gitattributes +2 -0
sysoutputs/turkunlp/primary/pertreebank/fi_pud-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/fi_tdt-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/fi_tdt-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/fr_fqb-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/fr_fqb-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/fr_sequoia-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/fr_sequoia-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/it_isdt-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/it_isdt-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/lt_alksnis-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/lt_alksnis-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/lv_lvtb-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/lv_lvtb-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/nl_alpino-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/nl_alpino-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/nl_lassysmall-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/nl_lassysmall-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/pl_lfg-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/pl_lfg-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/pl_pdb-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/pl_pdb-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/pl_pud-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/pl_pud-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/ru_syntagrus-ud-test-sys.conllu +3 -0
sysoutputs/turkunlp/primary/pertreebank/ru_syntagrus-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/sk_snk-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/sk_snk-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/sv_pud-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/sv_pud-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/sv_talbanken-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/sv_talbanken-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/ta_ttb-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/ta_ttb-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pertreebank/uk_iu-ud-test-sys.conllu +0 -0
sysoutputs/turkunlp/primary/pertreebank/uk_iu-ud-test.eval.log +17 -0
sysoutputs/turkunlp/primary/pl.conllu +0 -0
sysoutputs/turkunlp/primary/pl.eval.log +17 -0
sysoutputs/turkunlp/primary/ru.conllu +3 -0
sysoutputs/turkunlp/primary/ru.eval.log +17 -0
sysoutputs/turkunlp/primary/sk.conllu +0 -0
sysoutputs/turkunlp/primary/sk.eval.log +17 -0
sysoutputs/turkunlp/primary/sv.conllu +0 -0
sysoutputs/turkunlp/primary/sv.eval.log +17 -0
sysoutputs/turkunlp/primary/ta.conllu +0 -0
sysoutputs/turkunlp/primary/ta.eval.log +17 -0
sysoutputs/turkunlp/primary/uk.conllu +0 -0
sysoutputs/turkunlp/primary/uk.eval.log +17 -0
sysoutputs/unipi/003/ar.conllu +0 -0
sysoutputs/unipi/003/ar.eval.log +17 -0

.gitattributes CHANGED Viewed

@@ -99,3 +99,5 @@ sysoutputs/orange_deskin/test_02/ru.conllu filter=lfs diff=lfs merge=lfs -text
 sysoutputs/shanghaitech_alibaba/sub10/cs.conllu filter=lfs diff=lfs merge=lfs -text
 sysoutputs/turkunlp/primary/cs.conllu filter=lfs diff=lfs merge=lfs -text
 sysoutputs/turkunlp/primary/pertreebank/cs_pdt-ud-test-sys.conllu filter=lfs diff=lfs merge=lfs -text

 sysoutputs/shanghaitech_alibaba/sub10/cs.conllu filter=lfs diff=lfs merge=lfs -text
 sysoutputs/turkunlp/primary/cs.conllu filter=lfs diff=lfs merge=lfs -text
 sysoutputs/turkunlp/primary/pertreebank/cs_pdt-ud-test-sys.conllu filter=lfs diff=lfs merge=lfs -text
+sysoutputs/turkunlp/primary/pertreebank/ru_syntagrus-ud-test-sys.conllu filter=lfs diff=lfs merge=lfs -text
+sysoutputs/turkunlp/primary/ru.conllu filter=lfs diff=lfs merge=lfs -text

sysoutputs/turkunlp/primary/pertreebank/fi_pud-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.65 |     99.54 |     99.60 |
+Sentences  |     86.96 |     92.70 |     89.74 |
+Words      |     99.65 |     99.54 |     99.60 |
+UPOS       |     98.11 |     98.01 |     98.06 |     98.46
+XPOS       |     99.65 |     99.54 |     99.60 |    100.00
+UFeats     |     96.80 |     96.70 |     96.75 |     97.14
+AllTags    |     96.08 |     95.98 |     96.03 |     96.42
+Lemmas     |     96.15 |     96.05 |     96.10 |     96.49
+UAS        |     93.99 |     93.89 |     93.94 |     94.32
+LAS        |     92.39 |     92.29 |     92.34 |     92.71
+ELAS       |     88.67 |     91.08 |     89.86 |     92.68
+EULAS      |     89.45 |     91.88 |     90.65 |     93.49
+CLAS       |     91.42 |     91.39 |     91.40 |     91.90
+MLAS       |     87.19 |     87.16 |     87.17 |     87.64
+BLEX       |     87.28 |     87.25 |     87.26 |     87.73

sysoutputs/turkunlp/primary/pertreebank/fi_tdt-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/fi_tdt-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.81 |     99.73 |     99.77 |
+Sentences  |     93.97 |     92.15 |     93.05 |
+Words      |     99.79 |     99.68 |     99.73 |
+UPOS       |     98.42 |     98.32 |     98.37 |     98.63
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     96.53 |     96.43 |     96.48 |     96.74
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     96.48 |     96.38 |     96.43 |     96.69
+UAS        |     94.03 |     93.93 |     93.98 |     94.23
+LAS        |     92.67 |     92.57 |     92.62 |     92.87
+ELAS       |     91.33 |     87.25 |     89.24 |     95.75
+EULAS      |     91.96 |     87.86 |     89.86 |     96.41
+CLAS       |     91.93 |     91.76 |     91.84 |     92.02
+MLAS       |     87.15 |     86.99 |     87.07 |     87.24
+BLEX       |     87.95 |     87.79 |     87.87 |     88.04

sysoutputs/turkunlp/primary/pertreebank/fr_fqb-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/fr_fqb-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.64 |     99.46 |     99.55 |
+Sentences  |     95.51 |     97.47 |     96.48 |
+Words      |     99.46 |     99.25 |     99.36 |
+UPOS       |     96.77 |     96.57 |     96.67 |     97.30
+XPOS       |     99.46 |     99.25 |     99.36 |    100.00
+UFeats     |     87.78 |     87.59 |     87.69 |     88.26
+AllTags    |     86.61 |     86.43 |     86.52 |     87.08
+Lemmas     |     95.56 |     95.36 |     95.46 |     96.08
+UAS        |     90.43 |     90.24 |     90.34 |     90.92
+LAS        |     86.19 |     86.01 |     86.10 |     86.66
+ELAS       |     85.17 |     84.29 |     84.72 |     86.01
+EULAS      |     86.09 |     85.20 |     85.65 |     86.95
+CLAS       |     80.79 |     79.59 |     80.19 |     80.32
+MLAS       |     64.79 |     63.82 |     64.30 |     64.41
+BLEX       |     77.13 |     75.98 |     76.55 |     76.68

sysoutputs/turkunlp/primary/pertreebank/fr_sequoia-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/fr_sequoia-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.90 |     99.91 |     99.90 |
+Sentences  |     90.83 |     86.84 |     88.79 |
+Words      |     99.60 |     99.55 |     99.58 |
+UPOS       |     98.78 |     98.73 |     98.75 |     99.17
+XPOS       |     99.60 |     99.55 |     99.58 |    100.00
+UFeats     |     97.07 |     97.02 |     97.05 |     97.46
+AllTags    |     96.63 |     96.59 |     96.61 |     97.02
+Lemmas     |     98.73 |     98.68 |     98.70 |     99.12
+UAS        |     93.51 |     93.46 |     93.48 |     93.88
+LAS        |     92.08 |     92.04 |     92.06 |     92.45
+ELAS       |     91.49 |     89.69 |     90.58 |     93.62
+EULAS      |     91.74 |     89.93 |     90.83 |     93.88
+CLAS       |     89.70 |     89.53 |     89.62 |     89.70
+MLAS       |     85.13 |     84.97 |     85.05 |     85.13
+BLEX       |     88.69 |     88.52 |     88.60 |     88.69

sysoutputs/turkunlp/primary/pertreebank/it_isdt-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/it_isdt-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.94 |     99.89 |     99.91 |
+Sentences  |     98.55 |     98.96 |     98.76 |
+Words      |     99.79 |     99.74 |     99.76 |
+UPOS       |     98.46 |     98.42 |     98.44 |     98.67
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     98.07 |     98.02 |     98.05 |     98.28
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     98.52 |     98.47 |     98.50 |     98.73
+UAS        |     94.74 |     94.69 |     94.71 |     94.94
+LAS        |     93.33 |     93.29 |     93.31 |     93.53
+ELAS       |     92.04 |     91.05 |     91.54 |     95.04
+EULAS      |     92.80 |     91.79 |     92.29 |     95.82
+CLAS       |     90.55 |     90.14 |     90.34 |     90.51
+MLAS       |     87.10 |     86.71 |     86.91 |     87.07
+BLEX       |     88.65 |     88.25 |     88.45 |     88.62

sysoutputs/turkunlp/primary/pertreebank/lt_alksnis-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/lt_alksnis-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.84 |     99.90 |     99.87 |
+Sentences  |     89.58 |     88.01 |     88.79 |
+Words      |     99.84 |     99.90 |     99.87 |
+UPOS       |     96.31 |     96.37 |     96.34 |     96.47
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     87.53 |     87.58 |     87.56 |     87.67
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     93.78 |     93.83 |     93.81 |     93.93
+UAS        |     85.47 |     85.52 |     85.49 |     85.60
+LAS        |     81.83 |     81.87 |     81.85 |     81.96
+ELAS       |     78.71 |     76.60 |     77.64 |     84.75
+EULAS      |     80.52 |     78.36 |     79.43 |     86.70
+CLAS       |     80.06 |     79.70 |     79.88 |     79.73
+MLAS       |     66.38 |     66.08 |     66.23 |     66.11
+BLEX       |     74.21 |     73.87 |     74.04 |     73.90

sysoutputs/turkunlp/primary/pertreebank/lv_lvtb-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/lv_lvtb-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.83 |     99.83 |     99.83 |
+Sentences  |     98.80 |     99.23 |     99.01 |
+Words      |     99.83 |     99.83 |     99.83 |
+UPOS       |     97.15 |     97.15 |     97.15 |     97.32
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     93.76 |     93.77 |     93.77 |     93.93
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     96.32 |     96.33 |     96.32 |     96.49
+UAS        |     91.38 |     91.38 |     91.38 |     91.54
+LAS        |     88.53 |     88.53 |     88.53 |     88.68
+ELAS       |     86.59 |     83.35 |     84.94 |     90.08
+EULAS      |     87.17 |     83.91 |     85.51 |     90.69
+CLAS       |     86.64 |     86.64 |     86.64 |     86.82
+MLAS       |     77.43 |     77.43 |     77.43 |     77.59
+BLEX       |     82.85 |     82.86 |     82.86 |     83.03

sysoutputs/turkunlp/primary/pertreebank/nl_alpino-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/nl_alpino-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.95 |     99.97 |     99.96 |
+Sentences  |     91.07 |     88.93 |     89.98 |
+Words      |     99.95 |     99.97 |     99.96 |
+UPOS       |     97.09 |     97.12 |     97.11 |     97.15
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     97.05 |     97.08 |     97.06 |     97.10
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     97.36 |     97.38 |     97.37 |     97.41
+UAS        |     93.41 |     93.44 |     93.42 |     93.46
+LAS        |     90.88 |     90.90 |     90.89 |     90.93
+ELAS       |     89.20 |     87.75 |     88.47 |     91.78
+EULAS      |     90.51 |     89.04 |     89.77 |     93.13
+CLAS       |     87.20 |     87.07 |     87.14 |     87.10
+MLAS       |     81.35 |     81.23 |     81.29 |     81.26
+BLEX       |     83.76 |     83.64 |     83.70 |     83.67

sysoutputs/turkunlp/primary/pertreebank/nl_lassysmall-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/nl_lassysmall-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.77 |     99.79 |     99.78 |
+Sentences  |     72.91 |     48.91 |     58.55 |
+Words      |     99.77 |     99.79 |     99.78 |
+UPOS       |     95.44 |     95.47 |     95.45 |     95.66
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     95.21 |     95.23 |     95.22 |     95.43
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     95.99 |     96.01 |     96.00 |     96.21
+UAS        |     86.75 |     86.78 |     86.77 |     86.96
+LAS        |     83.66 |     83.68 |     83.67 |     83.85
+ELAS       |     81.75 |     80.57 |     81.16 |     84.47
+EULAS      |     82.80 |     81.60 |     82.20 |     85.55
+CLAS       |     78.25 |     77.51 |     77.87 |     77.69
+MLAS       |     71.34 |     70.66 |     71.00 |     70.83
+BLEX       |     74.70 |     73.99 |     74.35 |     74.17

sysoutputs/turkunlp/primary/pertreebank/pl_lfg-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/pl_lfg-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     98.42 |     96.95 |     97.68 |
+Sentences  |     99.01 |     98.09 |     98.55 |
+Words      |     99.82 |     99.89 |     99.86 |
+UPOS       |     98.06 |     98.12 |     98.09 |     98.23
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     72.82 |     72.87 |     72.85 |     72.95
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     98.13 |     98.20 |     98.17 |     98.31
+UAS        |     92.97 |     93.04 |     93.00 |     93.14
+LAS        |     88.51 |     88.58 |     88.54 |     88.67
+ELAS       |     71.41 |     71.39 |     71.40 |     73.46
+EULAS      |     87.18 |     87.16 |     87.17 |     89.69
+CLAS       |     86.99 |     87.31 |     87.15 |     87.45
+MLAS       |     51.92 |     52.11 |     52.01 |     52.19
+BLEX       |     85.07 |     85.38 |     85.22 |     85.51

sysoutputs/turkunlp/primary/pertreebank/pl_pdb-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/pl_pdb-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.83 |     99.91 |     99.87 |
+Sentences  |     98.55 |     98.24 |     98.39 |
+Words      |     99.78 |     99.87 |     99.83 |
+UPOS       |     98.80 |     98.88 |     98.84 |     99.01
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     94.69 |     94.78 |     94.74 |     94.90
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     97.98 |     98.07 |     98.03 |     98.20
+UAS        |     94.69 |     94.78 |     94.73 |     94.90
+LAS        |     92.72 |     92.80 |     92.76 |     92.92
+ELAS       |     88.98 |     86.84 |     87.89 |     93.78
+EULAS      |     91.76 |     89.56 |     90.65 |     96.72
+CLAS       |     91.33 |     91.39 |     91.36 |     91.54
+MLAS       |     84.17 |     84.22 |     84.20 |     84.37
+BLEX       |     89.26 |     89.31 |     89.28 |     89.46

sysoutputs/turkunlp/primary/pertreebank/pl_pud-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/pl_pud-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.76 |     99.84 |     99.80 |
+Sentences  |     97.52 |     98.30 |     97.91 |
+Words      |     99.73 |     99.82 |     99.77 |
+UPOS       |     98.12 |     98.20 |     98.16 |     98.38
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     93.66 |     93.74 |     93.70 |     93.91
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     97.22 |     97.30 |     97.26 |     97.48
+UAS        |     94.68 |     94.75 |     94.71 |     94.93
+LAS        |     92.40 |     92.48 |     92.44 |     92.65
+ELAS       |     88.89 |     86.74 |     87.80 |     93.39
+EULAS      |     91.67 |     89.45 |     90.55 |     96.31
+CLAS       |     90.83 |     90.72 |     90.77 |     90.94
+MLAS       |     82.66 |     82.56 |     82.61 |     82.76
+BLEX       |     88.07 |     87.96 |     88.01 |     88.17

sysoutputs/turkunlp/primary/pertreebank/ru_syntagrus-ud-test-sys.conllu ADDED Viewed

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sysoutputs/turkunlp/primary/pertreebank/ru_syntagrus-ud-test.eval.log ADDED Viewed

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.50 |     99.64 |     99.57 |
+Sentences  |     98.81 |     98.91 |     98.86 |
+Words      |     99.50 |     99.64 |     99.57 |
+UPOS       |     98.65 |     98.78 |     98.72 |     99.15
+XPOS       |     99.50 |     99.64 |     99.57 |    100.00
+UFeats     |     96.95 |     97.08 |     97.01 |     97.44
+AllTags    |     96.62 |     96.75 |     96.68 |     97.11
+Lemmas     |     97.96 |     98.10 |     98.03 |     98.46
+UAS        |     94.00 |     94.13 |     94.06 |     94.47
+LAS        |     92.68 |     92.80 |     92.74 |     93.14
+ELAS       |     90.94 |     90.43 |     90.69 |     96.05
+EULAS      |     91.83 |     91.32 |     91.57 |     96.99
+CLAS       |     91.80 |     91.88 |     91.84 |     92.31
+MLAS       |     88.07 |     88.14 |     88.10 |     88.55
+BLEX       |     89.93 |     90.01 |     89.97 |     90.42

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.98 |     99.97 |     99.97 |
+Sentences  |     91.59 |     90.29 |     90.93 |
+Words      |     99.98 |     99.97 |     99.97 |
+UPOS       |     97.53 |     97.52 |     97.52 |     97.55
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     91.03 |     91.02 |     91.02 |     91.05
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     96.59 |     96.58 |     96.59 |     96.61
+UAS        |     93.41 |     93.40 |     93.40 |     93.43
+LAS        |     91.57 |     91.56 |     91.57 |     91.59
+ELAS       |     89.30 |     87.84 |     88.56 |     93.67
+EULAS      |     90.68 |     89.20 |     89.93 |     95.12
+CLAS       |     90.66 |     90.54 |     90.60 |     90.56
+MLAS       |     77.81 |     77.71 |     77.76 |     77.73
+BLEX       |     86.81 |     86.70 |     86.76 |     86.72

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.04 |     98.75 |     98.89 |
+Sentences  |     87.18 |     91.80 |     89.43 |
+Words      |     99.04 |     98.75 |     98.89 |
+UPOS       |     96.34 |     96.05 |     96.19 |     97.27
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     79.06 |     78.83 |     78.95 |     79.83
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     88.03 |     87.78 |     87.90 |     88.89
+UAS        |     87.71 |     87.45 |     87.58 |     88.56
+LAS        |     84.53 |     84.28 |     84.41 |     85.35
+ELAS       |     82.91 |     80.91 |     81.89 |     86.42
+EULAS      |     84.07 |     82.04 |     83.04 |     87.63
+CLAS       |     83.17 |     84.18 |     83.67 |     85.09
+MLAS       |     56.11 |     56.80 |     56.46 |     57.41
+BLEX       |     71.75 |     72.63 |     72.19 |     73.41

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.97 |     99.97 |     99.97 |
+Sentences  |     98.93 |     98.77 |     98.85 |
+Words      |     99.97 |     99.97 |     99.97 |
+UPOS       |     98.84 |     98.84 |     98.84 |     98.87
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     97.37 |     97.37 |     97.37 |     97.40
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     98.01 |     98.01 |     98.01 |     98.04
+UAS        |     93.84 |     93.84 |     93.84 |     93.86
+LAS        |     91.96 |     91.96 |     91.96 |     91.98
+ELAS       |     90.22 |     88.04 |     89.12 |     93.64
+EULAS      |     91.33 |     89.11 |     90.21 |     94.79
+CLAS       |     90.76 |     90.60 |     90.68 |     90.64
+MLAS       |     85.97 |     85.82 |     85.90 |     85.86
+BLEX       |     88.11 |     87.96 |     88.04 |     87.99

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.44 |     99.72 |     99.58 |
+Sentences  |     93.55 |     96.67 |     95.08 |
+Words      |     92.09 |     90.75 |     91.42 |
+UPOS       |     84.90 |     83.66 |     84.27 |     92.19
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     80.56 |     79.39 |     79.97 |     87.48
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     86.73 |     85.47 |     86.10 |     94.18
+UAS        |     64.95 |     64.00 |     64.47 |     70.53
+LAS        |     60.10 |     59.23 |     59.66 |     65.26
+ELAS       |     58.55 |     56.94 |     57.73 |     64.10
+EULAS      |     60.32 |     58.66 |     59.48 |     66.04
+CLAS       |     57.79 |     57.64 |     57.72 |     63.26
+MLAS       |     47.24 |     47.11 |     47.18 |     51.71
+BLEX       |     53.91 |     53.77 |     53.84 |     59.02

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.78 |     99.84 |     99.81 |
+Sentences  |     96.22 |     97.09 |     96.65 |
+Words      |     99.77 |     99.81 |     99.79 |
+UPOS       |     97.86 |     97.90 |     97.88 |     98.08
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     92.02 |     92.06 |     92.04 |     92.23
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     97.55 |     97.59 |     97.57 |     97.77
+UAS        |     91.63 |     91.67 |     91.65 |     91.84
+LAS        |     89.66 |     89.69 |     89.68 |     89.86
+ELAS       |     88.26 |     86.20 |     87.22 |     93.51
+EULAS      |     88.69 |     86.63 |     87.65 |     93.98
+CLAS       |     87.63 |     87.19 |     87.41 |     87.40
+MLAS       |     77.11 |     76.73 |     76.92 |     76.91
+BLEX       |     85.02 |     84.60 |     84.81 |     84.81

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.53 |     99.29 |     99.41 |
+Sentences  |     98.50 |     98.20 |     98.35 |
+Words      |     99.78 |     99.86 |     99.82 |
+UPOS       |     98.46 |     98.54 |     98.50 |     98.68
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     90.00 |     90.07 |     90.04 |     90.20
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     97.80 |     97.88 |     97.84 |     98.02
+UAS        |     94.34 |     94.42 |     94.38 |     94.55
+LAS        |     91.78 |     91.86 |     91.82 |     91.99
+ELAS       |     85.48 |     83.81 |     84.64 |     89.58
+EULAS      |     90.83 |     89.06 |     89.94 |     95.19
+CLAS       |     90.33 |     90.39 |     90.36 |     90.56
+MLAS       |     77.33 |     77.38 |     77.36 |     77.53
+BLEX       |     88.08 |     88.14 |     88.11 |     88.31

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.50 |     99.64 |     99.57 |
+Sentences  |     98.81 |     98.91 |     98.86 |
+Words      |     99.50 |     99.64 |     99.57 |
+UPOS       |     98.65 |     98.78 |     98.72 |     99.15
+XPOS       |     99.50 |     99.64 |     99.57 |    100.00
+UFeats     |     96.95 |     97.08 |     97.01 |     97.44
+AllTags    |     96.62 |     96.75 |     96.68 |     97.11
+Lemmas     |     97.96 |     98.10 |     98.03 |     98.46
+UAS        |     94.00 |     94.13 |     94.06 |     94.47
+LAS        |     92.68 |     92.80 |     92.74 |     93.14
+ELAS       |     90.94 |     90.43 |     90.69 |     96.05
+EULAS      |     91.83 |     91.32 |     91.57 |     96.99
+CLAS       |     91.80 |     91.88 |     91.84 |     92.31
+MLAS       |     88.07 |     88.14 |     88.10 |     88.55
+BLEX       |     89.93 |     90.01 |     89.97 |     90.42

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.98 |     99.97 |     99.97 |
+Sentences  |     91.59 |     90.29 |     90.93 |
+Words      |     99.98 |     99.97 |     99.97 |
+UPOS       |     97.53 |     97.52 |     97.52 |     97.55
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     91.03 |     91.02 |     91.02 |     91.05
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     96.59 |     96.58 |     96.59 |     96.61
+UAS        |     93.41 |     93.40 |     93.40 |     93.43
+LAS        |     91.57 |     91.56 |     91.57 |     91.59
+ELAS       |     89.30 |     87.84 |     88.56 |     93.67
+EULAS      |     90.68 |     89.20 |     89.93 |     95.12
+CLAS       |     90.66 |     90.54 |     90.60 |     90.56
+MLAS       |     77.81 |     77.71 |     77.76 |     77.73
+BLEX       |     86.81 |     86.70 |     86.76 |     86.72

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.52 |     99.38 |     99.45 |
+Sentences  |     93.48 |     95.63 |     94.54 |
+Words      |     99.52 |     99.38 |     99.45 |
+UPOS       |     97.63 |     97.49 |     97.56 |     98.10
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     88.53 |     88.41 |     88.47 |     88.96
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     93.19 |     93.06 |     93.13 |     93.64
+UAS        |     90.88 |     90.75 |     90.81 |     91.32
+LAS        |     88.37 |     88.25 |     88.31 |     88.80
+ELAS       |     86.70 |     84.60 |     85.64 |     90.17
+EULAS      |     87.83 |     85.71 |     86.76 |     91.35
+CLAS       |     87.07 |     87.51 |     87.29 |     87.97
+MLAS       |     71.47 |     71.83 |     71.65 |     72.21
+BLEX       |     80.17 |     80.57 |     80.37 |     81.00

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.44 |     99.72 |     99.58 |
+Sentences  |     93.55 |     96.67 |     95.08 |
+Words      |     92.09 |     90.75 |     91.42 |
+UPOS       |     84.90 |     83.66 |     84.27 |     92.19
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     80.56 |     79.39 |     79.97 |     87.48
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     86.73 |     85.47 |     86.10 |     94.18
+UAS        |     64.95 |     64.00 |     64.47 |     70.53
+LAS        |     60.10 |     59.23 |     59.66 |     65.26
+ELAS       |     58.64 |     57.05 |     57.83 |     64.32
+EULAS      |     60.40 |     58.77 |     59.58 |     66.26
+CLAS       |     57.79 |     57.64 |     57.72 |     63.26
+MLAS       |     47.24 |     47.11 |     47.18 |     51.71
+BLEX       |     53.91 |     53.77 |     53.84 |     59.02

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.78 |     99.84 |     99.81 |
+Sentences  |     96.22 |     97.09 |     96.65 |
+Words      |     99.77 |     99.81 |     99.79 |
+UPOS       |     97.86 |     97.90 |     97.88 |     98.08
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     92.02 |     92.06 |     92.04 |     92.23
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     97.55 |     97.59 |     97.57 |     97.77
+UAS        |     91.63 |     91.67 |     91.65 |     91.84
+LAS        |     89.66 |     89.69 |     89.68 |     89.86
+ELAS       |     88.26 |     86.20 |     87.22 |     93.51
+EULAS      |     88.69 |     86.63 |     87.65 |     93.98
+CLAS       |     87.63 |     87.19 |     87.41 |     87.40
+MLAS       |     77.11 |     76.73 |     76.92 |     76.91
+BLEX       |     85.02 |     84.60 |     84.81 |     84.81

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.98 |     99.98 |     99.98 |
+Sentences  |     76.20 |     88.97 |     82.09 |
+Words      |     95.76 |     93.42 |     94.58 |
+UPOS       |     89.64 |     87.44 |     88.53 |     93.60
+XPOS       |     85.05 |     82.97 |     84.00 |     88.81
+UFeats     |     85.21 |     83.13 |     84.16 |     88.98
+AllTags    |     83.00 |     80.97 |     81.97 |     86.67
+Lemmas     |     89.57 |     87.37 |     88.46 |     93.53
+UAS        |     77.42 |     75.52 |     76.46 |     80.84
+LAS        |     72.38 |     70.61 |     71.48 |     75.58
+ELAS       |     58.63 |     56.98 |     57.79 |     64.80
+EULAS      |     69.66 |     67.70 |     68.66 |     76.99
+CLAS       |     67.26 |     67.56 |     67.41 |     71.60
+MLAS       |     57.13 |     57.39 |     57.26 |     60.82
+BLEX       |     62.56 |     62.84 |     62.70 |     66.60