diff --git a/UD_any/experiences1.res b/UD_any/experiences1.res
deleted file mode 100644
index e67debdd91b1eeb024d07851648591e80f563f80..0000000000000000000000000000000000000000
--- a/UD_any/experiences1.res
+++ /dev/null
@@ -1,113 +0,0 @@
-Corpus        Metric      F1.score   Model                         
---------------------------------------------------------------------------------
-Chinese-GSD   LAS         38.44    tokeparser_incremental        
-Chinese-GSD   LAS         38.77    tokeparser                    
-Chinese-GSD   LAS         64.09    tagparser                     
-Chinese-GSD   LAS         66.56    tagparser_sequential          
-Chinese-GSD   LAS         66.89    tagparser_sequential_strong   
-
-Chinese-GSD   Lemmas      100.00   tagparser                     
-Chinese-GSD   Lemmas      100.00   tagparser_sequential          
-Chinese-GSD   Lemmas      100.00   tagparser_sequential_strong   
-Chinese-GSD   Lemmas      87.34    tokeparser_incremental        
-Chinese-GSD   Lemmas      87.76    tokeparser                    
-
-Chinese-GSD   Sentences   97.60    tokeparser                    
-Chinese-GSD   Sentences   97.80    tagparser                     
-Chinese-GSD   Sentences   97.90    tagparser_sequential_strong   
-Chinese-GSD   Sentences   98.50    tokeparser_incremental        
-Chinese-GSD   Sentences   99.10    tagparser_sequential          
-
-Chinese-GSD   Tokens      100.00   tagparser                     
-Chinese-GSD   Tokens      100.00   tagparser_sequential          
-Chinese-GSD   Tokens      100.00   tagparser_sequential_strong   
-Chinese-GSD   Tokens      87.34    tokeparser_incremental        
-Chinese-GSD   Tokens      87.76    tokeparser                    
-
-Chinese-GSD   UAS         42.25    tokeparser_incremental        
-Chinese-GSD   UAS         42.70    tokeparser                    
-Chinese-GSD   UAS         70.22    tagparser                     
-Chinese-GSD   UAS         72.32    tagparser_sequential          
-Chinese-GSD   UAS         72.71    tagparser_sequential_strong   
-
-Chinese-GSD   UFeats      85.87    tokeparser_incremental        
-Chinese-GSD   UFeats      86.13    tokeparser                    
-Chinese-GSD   UFeats      98.63    tagparser_sequential_strong   
-Chinese-GSD   UFeats      98.74    tagparser_sequential          
-Chinese-GSD   UFeats      98.79    tagparser                     
-
-Chinese-GSD   UPOS        79.79    tokeparser_incremental        
-Chinese-GSD   UPOS        80.50    tokeparser                    
-Chinese-GSD   UPOS        92.45    tagparser_sequential_strong   
-Chinese-GSD   UPOS        92.70    tagparser                     
-Chinese-GSD   UPOS        92.82    tagparser_sequential          
---------------------------------------------------------------------------------
-English-EWT   LAS         73.51    tagparser                     
-English-EWT   LAS         74.53    tagparser_sequential          
-English-EWT   LAS         75.15    tagparser_sequential_strong   
-
-English-EWT   Lemmas      95.14    tagparser_sequential_strong   
-English-EWT   Lemmas      95.49    tagparser_sequential          
-English-EWT   Lemmas      95.58    tagparser                     
-
-English-EWT   Sentences   72.99    tagparser_sequential          
-English-EWT   Sentences   73.30    tagparser                     
-English-EWT   Sentences   73.99    tagparser_sequential_strong   
-
-English-EWT   Tokens      100.00   tagparser                     
-English-EWT   Tokens      100.00   tagparser_sequential          
-English-EWT   Tokens      100.00   tagparser_sequential_strong   
-
-English-EWT   UAS         78.33    tagparser                     
-English-EWT   UAS         79.21    tagparser_sequential          
-English-EWT   UAS         79.40    tagparser_sequential_strong   
-
-English-EWT   UFeats      94.76    tagparser_sequential_strong   
-English-EWT   UFeats      94.99    tagparser_sequential          
-English-EWT   UFeats      95.03    tagparser                     
-
-English-EWT   UPOS        93.48    tagparser_sequential_strong   
-English-EWT   UPOS        93.68    tagparser_sequential          
-English-EWT   UPOS        93.97    tagparser                     
---------------------------------------------------------------------------------
-French-GSD    LAS         83.99    tagparser_sequential          
-French-GSD    LAS         84.25    tagparser_sequential_strong   
-
-French-GSD    Lemmas      96.85    tagparser_sequential          
-French-GSD    Lemmas      96.89    tagparser_sequential_strong   
-
-French-GSD    Sentences   93.11    tagparser_sequential          
-French-GSD    Sentences   93.70    tagparser_sequential_strong   
-
-French-GSD    Tokens      100.00   tagparser_sequential          
-French-GSD    Tokens      100.00   tagparser_sequential_strong   
-
-French-GSD    UAS         87.54    tagparser_sequential          
-French-GSD    UAS         87.72    tagparser_sequential_strong   
-
-French-GSD    UFeats      95.84    tagparser_sequential          
-French-GSD    UFeats      96.04    tagparser_sequential_strong   
-
-French-GSD    UPOS        96.64    tagparser_sequential          
-French-GSD    UPOS        96.78    tagparser_sequential_strong   
---------------------------------------------------------------------------------
-Hebrew-HTB    LAS         74.80    tagparser                     
-Hebrew-HTB    LAS         75.46    tagparser_sequential          
-
-Hebrew-HTB    Lemmas      86.32    tagparser_sequential          
-Hebrew-HTB    Lemmas      86.51    tagparser                     
-
-Hebrew-HTB    Sentences   100.00   tagparser                     
-Hebrew-HTB    Sentences   99.69    tagparser_sequential          
-
-Hebrew-HTB    Tokens      100.00   tagparser                     
-Hebrew-HTB    Tokens      100.00   tagparser_sequential          
-
-Hebrew-HTB    UAS         80.04    tagparser                     
-Hebrew-HTB    UAS         80.54    tagparser_sequential          
-
-Hebrew-HTB    UFeats      93.16    tagparser                     
-Hebrew-HTB    UFeats      93.17    tagparser_sequential          
-
-Hebrew-HTB    UPOS        94.34    tagparser_sequential          
-Hebrew-HTB    UPOS        94.52    tagparser                     
diff --git a/UD_any/results/acl_2020_version1.res b/UD_any/results/acl_2020_version1.res
new file mode 100644
index 0000000000000000000000000000000000000000..5687fb7f41c1a2f5d830237af897a63acf3a7ef4
--- /dev/null
+++ b/UD_any/results/acl_2020_version1.res
@@ -0,0 +1,141 @@
+Corpus        Metric      F1.score   Model                         
+--------------------------------------------------------------------------------
+Chinese-GSD   LAS         37.71    tokeparser                    
+Chinese-GSD   LAS         38.35    tokeparser_incremental        
+Chinese-GSD   LAS         61.51    tagparser                     
+Chinese-GSD   LAS         62.81    tagparser_sequential          
+Chinese-GSD   LAS         64.19    tagparser_sequential_strong   
+
+Chinese-GSD   Lemmas      100.00   tagparser                     
+Chinese-GSD   Lemmas      100.00   tagparser_sequential          
+Chinese-GSD   Lemmas      100.00   tagparser_sequential_strong   
+Chinese-GSD   Lemmas      87.42    tokeparser                    
+Chinese-GSD   Lemmas      87.56    tokeparser_incremental        
+
+Chinese-GSD   Sentences   97.19    tagparser_sequential_strong   
+Chinese-GSD   Sentences   97.48    tagparser                     
+Chinese-GSD   Sentences   98.80    tokeparser                    
+Chinese-GSD   Sentences   99.10    tagparser_sequential          
+Chinese-GSD   Sentences   99.10    tokeparser_incremental        
+
+Chinese-GSD   Tokens      100.00   tagparser                     
+Chinese-GSD   Tokens      100.00   tagparser_sequential          
+Chinese-GSD   Tokens      100.00   tagparser_sequential_strong   
+Chinese-GSD   Tokens      87.42    tokeparser                    
+Chinese-GSD   Tokens      87.56    tokeparser_incremental        
+
+Chinese-GSD   UAS         42.28    tokeparser                    
+Chinese-GSD   UAS         43.10    tokeparser_incremental        
+Chinese-GSD   UAS         67.24    tagparser                     
+Chinese-GSD   UAS         68.78    tagparser_sequential          
+Chinese-GSD   UAS         69.72    tagparser_sequential_strong   
+
+Chinese-GSD   UFeats      85.94    tokeparser_incremental        
+Chinese-GSD   UFeats      85.98    tokeparser                    
+Chinese-GSD   UFeats      98.66    tagparser                     
+Chinese-GSD   UFeats      98.66    tagparser_sequential          
+Chinese-GSD   UFeats      98.68    tagparser_sequential_strong   
+
+Chinese-GSD   UPOS        80.32    tokeparser                    
+Chinese-GSD   UPOS        80.55    tokeparser_incremental        
+Chinese-GSD   UPOS        92.38    tagparser_sequential          
+Chinese-GSD   UPOS        92.50    tagparser_sequential_strong   
+Chinese-GSD   UPOS        92.52    tagparser                     
+--------------------------------------------------------------------------------
+English-EWT   LAS         73.53    tagparser                     
+English-EWT   LAS         74.44    tagparser_sequential_strong   
+English-EWT   LAS         75.11    tagparser_sequential          
+
+English-EWT   Lemmas      95.28    tagparser                     
+English-EWT   Lemmas      95.39    tagparser_sequential          
+English-EWT   Lemmas      95.44    tagparser_sequential_strong   
+
+English-EWT   Sentences   70.80    tagparser_sequential_strong   
+English-EWT   Sentences   72.43    tagparser_sequential          
+English-EWT   Sentences   73.60    tagparser                     
+
+English-EWT   Tokens      100.00   tagparser                     
+English-EWT   Tokens      100.00   tagparser_sequential          
+English-EWT   Tokens      100.00   tagparser_sequential_strong   
+
+English-EWT   UAS         78.17    tagparser                     
+English-EWT   UAS         79.08    tagparser_sequential_strong   
+English-EWT   UAS         79.38    tagparser_sequential          
+
+English-EWT   UFeats      94.92    tagparser_sequential          
+English-EWT   UFeats      94.94    tagparser                     
+English-EWT   UFeats      95.09    tagparser_sequential_strong   
+
+English-EWT   UPOS        93.66    tagparser_sequential          
+English-EWT   UPOS        93.71    tagparser_sequential_strong   
+English-EWT   UPOS        93.79    tagparser                     
+--------------------------------------------------------------------------------
+French-GSD    LAS         68.89    tokeparser_incremental        
+French-GSD    LAS         69.43    tokeparser                    
+French-GSD    LAS         82.90    tagparser                     
+French-GSD    LAS         84.04    tagparser_sequential          
+French-GSD    LAS         84.66    tagparser_sequential_strong   
+
+French-GSD    Lemmas      92.00    tokeparser                    
+French-GSD    Lemmas      92.08    tokeparser_incremental        
+French-GSD    Lemmas      96.82    tagparser_sequential          
+French-GSD    Lemmas      96.82    tagparser_sequential_strong   
+French-GSD    Lemmas      96.90    tagparser                     
+
+French-GSD    Sentences   92.62    tagparser_sequential_strong   
+French-GSD    Sentences   93.01    tagparser                     
+French-GSD    Sentences   93.16    tagparser_sequential          
+French-GSD    Sentences   93.24    tokeparser_incremental        
+French-GSD    Sentences   93.37    tokeparser                    
+
+French-GSD    Tokens      100.00   tagparser                     
+French-GSD    Tokens      100.00   tagparser_sequential          
+French-GSD    Tokens      100.00   tagparser_sequential_strong   
+French-GSD    Tokens      99.51    tokeparser                    
+French-GSD    Tokens      99.53    tokeparser_incremental        
+
+French-GSD    UAS         74.57    tokeparser_incremental        
+French-GSD    UAS         74.96    tokeparser                    
+French-GSD    UAS         86.61    tagparser                     
+French-GSD    UAS         87.55    tagparser_sequential          
+French-GSD    UAS         87.92    tagparser_sequential_strong   
+
+French-GSD    UFeats      88.47    tokeparser_incremental        
+French-GSD    UFeats      88.52    tokeparser                    
+French-GSD    UFeats      95.91    tagparser                     
+French-GSD    UFeats      96.00    tagparser_sequential_strong   
+French-GSD    UFeats      96.06    tagparser_sequential          
+
+French-GSD    UPOS        90.59    tokeparser_incremental        
+French-GSD    UPOS        90.64    tokeparser                    
+French-GSD    UPOS        96.72    tagparser_sequential_strong   
+French-GSD    UPOS        96.82    tagparser                     
+French-GSD    UPOS        96.86    tagparser_sequential          
+--------------------------------------------------------------------------------
+Hebrew-HTB    LAS         74.76    tagparser                     
+Hebrew-HTB    LAS         75.39    tagparser_sequential          
+Hebrew-HTB    LAS         76.85    tagparser_sequential_strong   
+
+Hebrew-HTB    Lemmas      86.41    tagparser                     
+Hebrew-HTB    Lemmas      86.46    tagparser_sequential          
+Hebrew-HTB    Lemmas      86.59    tagparser_sequential_strong   
+
+Hebrew-HTB    Sentences   100.00   tagparser                     
+Hebrew-HTB    Sentences   100.00   tagparser_sequential          
+Hebrew-HTB    Sentences   99.69    tagparser_sequential_strong   
+
+Hebrew-HTB    Tokens      100.00   tagparser                     
+Hebrew-HTB    Tokens      100.00   tagparser_sequential          
+Hebrew-HTB    Tokens      100.00   tagparser_sequential_strong   
+
+Hebrew-HTB    UAS         80.04    tagparser                     
+Hebrew-HTB    UAS         80.19    tagparser_sequential          
+Hebrew-HTB    UAS         81.49    tagparser_sequential_strong   
+
+Hebrew-HTB    UFeats      92.90    tagparser                     
+Hebrew-HTB    UFeats      93.19    tagparser_sequential_strong   
+Hebrew-HTB    UFeats      93.41    tagparser_sequential          
+
+Hebrew-HTB    UPOS        94.26    tagparser                     
+Hebrew-HTB    UPOS        94.55    tagparser_sequential          
+Hebrew-HTB    UPOS        94.62    tagparser_sequential_strong