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Datasets:
bene-ges
/
spellmapper_en_train_v1

Tasks:
Token Classification
Languages:
English
Size:
10M<n<100M
ArXiv:
License:
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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 4 new columns ({"f o r _ t h e _ l a d y;k o n s o l a s;b e t h _ y a a c o v;w o s i k;i r o n _ s u l f i d e;f o r _ t h e _ l i o n s;d y e r;g a r d i n e r ' s;t h e _ y a r r o w;b e r n a r d i n o _ z a c c h e t t i", '0', 'Unnamed: 3', 'w a s _ o r d i n a r y _ c o n s u l _ f o r _ t h e _ y e a r'}) and 4 missing columns ({'t o b n s k i _ j a n u a r y _ n i n e t e e n _ e i g h t y _ f o u r _ m a r c h _ t o _ b e l l _ c i v i t _ a', 'm a n r y;m a t e j;b e l;m a t e c h u k;t i b e r k a n i n e;n i n e t e e n s;k o b e _ y a m a t e _ u n i v e r s i t y;n i n e t i e s;z i v o t;t i b e n s k y', '2 3 9 10', 'CUSTOM 37 45;CUSTOM 46 50;CUSTOM 51 56;CUSTOM 0 7'}).

This happened while the csv dataset builder was generating data using

hf://datasets/bene-ges/spellmapper_en_train_v1/test.tsv (at revision 70bd6eb9c7369513174d60d346a2ef13031ffe84)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              w a s _ o r d i n a r y _ c o n s u l _ f o r _ t h e _ y e a r: string
              f o r _ t h e _ l a d y;k o n s o l a s;b e t h _ y a a c o v;w o s i k;i r o n _ s u l f i d e;f o r _ t h e _ l i o n s;d y e r;g a r d i n e r ' s;t h e _ y a r r o w;b e r n a r d i n o _ z a c c h e t t i: string
              0: string
              Unnamed: 3: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1229
              to
              {'t o b n s k i _ j a n u a r y _ n i n e t e e n _ e i g h t y _ f o u r _ m a r c h _ t o _ b e l l _ c i v i t _ a': Value(dtype='string', id=None), 'm a n r y;m a t e j;b e l;m a t e c h u k;t i b e r k a n i n e;n i n e t e e n s;k o b e _ y a m a t e _ u n i v e r s i t y;n i n e t i e s;z i v o t;t i b e n s k y': Value(dtype='string', id=None), '2 3 9 10': Value(dtype='string', id=None), 'CUSTOM 37 45;CUSTOM 46 50;CUSTOM 51 56;CUSTOM 0 7': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 4 new columns ({"f o r _ t h e _ l a d y;k o n s o l a s;b e t h _ y a a c o v;w o s i k;i r o n _ s u l f i d e;f o r _ t h e _ l i o n s;d y e r;g a r d i n e r ' s;t h e _ y a r r o w;b e r n a r d i n o _ z a c c h e t t i", '0', 'Unnamed: 3', 'w a s _ o r d i n a r y _ c o n s u l _ f o r _ t h e _ y e a r'}) and 4 missing columns ({'t o b n s k i _ j a n u a r y _ n i n e t e e n _ e i g h t y _ f o u r _ m a r c h _ t o _ b e l l _ c i v i t _ a', 'm a n r y;m a t e j;b e l;m a t e c h u k;t i b e r k a n i n e;n i n e t e e n s;k o b e _ y a m a t e _ u n i v e r s i t y;n i n e t i e s;z i v o t;t i b e n s k y', '2 3 9 10', 'CUSTOM 37 45;CUSTOM 46 50;CUSTOM 51 56;CUSTOM 0 7'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/bene-ges/spellmapper_en_train_v1/test.tsv (at revision 70bd6eb9c7369513174d60d346a2ef13031ffe84)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

t o b n s k i _ j a n u a r y _ n i n e t e e n _ e i g h t y _ f o u r _ m a r c h _ t o _ b e l l _ c i v i t _ a
string
m a n r y;m a t e j;b e l;m a t e c h u k;t i b e r k a n i n e;n i n e t e e n s;k o b e _ y a m a t e _ u n i v e r s i t y;n i n e t i e s;z i v o t;t i b e n s k y
string
2 3 9 10
string
CUSTOM 37 45;CUSTOM 46 50;CUSTOM 51 56;CUSTOM 0 7
string
j a n u a r y _ n i n e t e e n _ e i g h t y _ f o u r _ m a u c h _ b e l l _ s i v i t _ a _ d i l o
j u a n _ m a n u e l _ m o l i n a _ m a t e o;n i n e t e e n _ e i g h t y - f o u r;b u l c;b e l;b e r n a r d _ p i v o t;d i e l o;d i n e e n _ g r o u p;m a t e j;d i e l e g h e m _ a b b e y;z i v o t
4 6 8 10
CUSTOM 35 39;CUSTOM 48 52;CUSTOM 29 34;CUSTOM 40 45
b y _ t h e _ m i n i s t r y _ o f _ e d u c a t i o n _ f o r _ s b c _ i n _ r e s p o n s e _ t o
m i n i s t r y _ o f _ u n i f i c a t i o n;m i n i s t r y _ o f _ h o m e _ a f f a i r s;t h e y ' d;p h a s e _ r e s p o n s e;t h e _ m i n i s t r y _ o f _ a r c h e r s;a t t l e e _ m i n i s t r y;a n _ e d u c a t i o n;s b k;a l p h o n s e _ c r e s p o;s u s p e n s i o n _ r a i l w a y
0
null
t h e _ m i n i s t r y _ o f _ e d u c a t i o n _ f o r _ s b c _ i n _ r e s p o n s e
i t e m _ r e s p o n s e _ t h e o r y;d e m a n d _ r e s p o n s i v e _ t r a n s p o r t;e d u c a t i o n _ f o r _ d e a t h;m i n i s t r y _ o f _ a e r o s p a c e _ i n d u s t r y;e s p e c i e s;m i n i s t r y _ o f _ l a n d _ d e f e n c e;j e w i s h _ e d u c a t i o n;w a l d o r f _ e d u c a t i o n;i s t r i a n i s _ f e m o r a l i s;t h e _ m i n i s t r y _ o f _ f e a r
0
null
e i g h t y _ f o u r _ m a r c h _ b e l l _ c i v i t _ a _ d i l o
v e r i t y _ j a m e s;b i h a c k a _ p i v o v a r a;b u l c;f o e r d;f u r f u r a l;b e l;d i e l o;m a t e j;d i e l e c t r i c _ m i r r o r;z i v o t
6 7 8 10
CUSTOM 18 22;CUSTOM 31 35;CUSTOM 12 17;CUSTOM 23 28
m i n i s t r y _ o f _ e d u c a t i o n _ f o r _ s b c _ i n
s b s;e d u c a t i o n _ f a c i l i t a t o r s;g i f t e d _ e d u c a t i o n;e d u c a t i o n _ f o r _ l i b r a r i a n s h i p;m i n i s t r y _ o f _ s u p e r v i s i o n;l ' e d u c a t i o n;e d u c a t i o n _ i n d e x;m i n i s t r y _ o f _ i n f o r m a t i o n;e d u c a t i o n _ a c t;d a n c e _ e d u c a t i o n
0
null
f o u r _ m u c h _ b e l l _ c i v i t _ a _ d i l o _ i n _ s l o v a k _ b r a t t i s l a v a _ o s v e t o v y _ u s t a v
d i e l o;m a t e j;j u m a t e g u h;b u l c;b r a t i s l a v a;d i e l s i i;b e l;s a j l o v o;b e r n a r d _ p i v o t;z i v o t
1 2 5 7 10
CUSTOM 23 27;CUSTOM 5 9;CUSTOM 38 49;CUSTOM 10 14;CUSTOM 15 20
t h a t _ y e a r _ s b c _ c e l e b r a t e d
d w i g h t _ y o r k;w s p c;y a a r i y a n;a l - f a t a t;d w i g h t _ y o r k e;t h u t;t h e _ t u b e s;d u y a r;w h a t _ y o u ' r e _ m a d e _ o f;b e r k e l e y _ b r e a t h e d
0
null
m u c h _ b e l _ c i v i t _ a _ d i l l o _ i n _ s l o v a k _ r a t i s l a v a _ o s v e t o v y _ u s t a v
z i v o t;s i h v o n;a p o l l o _ a r e n a _ b r a t i s l a v a;i n t e r _ b r a t i s l a v a;o s l a v a n y;b u l c;m a t e j;b r a t i s l a v a;b e l;d i e l o
1 7 8 9 10
CUSTOM 9 14;CUSTOM 0 4;CUSTOM 33 42;CUSTOM 5 8;CUSTOM 17 22
b e l l _ z i v o t _ a _ d i l l o _ i n _ s l o v a k
d e p r e s s a r i a _ b a d i e l l a;b u l c;b e r n a r d _ p i v o t;b e l;d i e l o;z i v o t;b o l j i _ z i v o t;m i k u l o v a c;d i e l o n a;h a t c h ' s
4 5 6
CUSTOM 0 4;CUSTOM 13 18;CUSTOM 5 10
c i v i t _ a _ d i e l o _ i n _ s l o v a k
s l o t b a c k;l o u i s _ p r o s p e r _ l e v a v a s s e u r;b e r i v o t r a;b o i l o v e r;l a n g u a s c o;s i h v o n;u t k h u l a s u;z i v o t;p u m a r i n r i;h l a v a c
8
CUSTOM 0 5
s b c _ l a u n c h e d _ a _ s a t e l l i t e _ t e l e v i s i o n _ n e t w o r k _ n a m e d
k o n c h e t o;s a t e l l i t e _ r i d e s;s a t e l l i t e s _ l v;n p l _ n e t w o r k;t e l e v i s i o n _ p l a y;r e d e _ m a n c h e t e;c h a r i l a o s;c s p c;s a g e w o r k s;a a n c h a l
0
null
b a r f l e t _ t h e _ l a t t e r _ a _ d e s c e n d a n t _ o f _ j o h n _ f o r t i n
d e n v e r _ j o h n s o n;e l m a _ d a n i e l s s o n;j o h n _ p o h l;t h e _ d e s c e n t _ o f _ a n a n s i;j o h n _ k a h n;s c e n t _ o f _ l o v e;d e s c e n d a n c e;s c e n t _ o f _ j a s m i n e;t h e _ a s c e n t _ o f _ m a n;n o h n
0
null
a _ d i l l o _ i n _ s l o v a k _ r a t i s l a v a _ o s v e t o v y
k a l a f a t i s;w e _ g o t _ t h e _ b e a t;b r a t i s l a v a;v a c l a v _ h a m p l;w r a t i s l a v i a _ c a n t a n s;d i e l o;s e r r a t i s e t a;a s k _ i n t e r _ b r a t i s l a v a;p o t a m i a i n a;d i e l o n a _ l u t a
3 6
CUSTOM 18 27;CUSTOM 2 7
o f _ s o u t h a m p t o n _ i m p r o v e d _ a s _ a _ r e s u l t _ o f
g a s u l l;b r a m p t o n _ s o u t h;n o r t h a m p t o n;b a r o n _ s o u t h a m p t o n;u r s u l a _ r a t a s e p p;s u l t a n a t e _ o f _ r u m;a r t v i n _ p r o v i n c e;s a s u l;i m p r o v i d a;p o r t _ o f _ s o u t h a m p t o n
0
null
o f _ t h e _ m u s e u m _ o f _ t u s c a n _ d e s i g n _ m u _ d e _ t o
g r o o v e _ t h e o r y;s n i t e _ m u s e u m _ o f _ a r t;t h e _ m u s e u m _ o f _ c r i m e;r m w;m u s e u m _ o f _ m o d e r n _ a r t;m u s e u m _ o f _ a v i a t i o n;o g l e _ d e s i g n;c h r i s a n t u s;e v e r s o n _ m u s e u m _ o f _ a r t;j m w
0
null
d e _ t o _ t h e _ e v a n t r a
b i o t e c h _ w e e k;c a u d o s i g n a t u s;t o _ t h e _ b r i d e;l u i s e _ s c h o f f e l;t h e y ' d;s e s s l e s t a l;t o _ t h e _ p a i n;a m i r _ p a r v i z _ p o o y a n;d i w o w;l a u r i e _ k e r n
0
null
d i l o _ i n _ s l o v a k _ b r a t t i s l a v a _ o s v e t o v y
c l a v a t u s;m e d i a _ b l a c k o u t;d i e l o _ t r u d a;d i e l e g h e m _ a b b e y;b r a t i s l a v a;i n t e r _ b r a t i s l a v a;b r a d _ p a i s l e y;g e m m a _ a r t e r t o n;n w a _ h o l l y w o o d _ w r e s t l i n g;d i e l o
5 10
CUSTOM 15 26;CUSTOM 0 4
y e a r _ a n d _ u s e d _ t h e _ p o n t e d e r a _ c i r c u i t _ a s _ a
c i r c u i t _ s c r i b e;y a r e d;t h e y ' d;u s e d o m;p y a a r _ k i y a;y a a r _ a n n m u l l e;c i r q u e _ r o c k s;o p r y l a n d _ u s a;l u c i d a;c i r c u m f i x
0
null
o n _ p b s _ i n _ n i n e t e e n _ e i g h t y _ i t _ r e c r e a t e d _ t h e _ a m e r i c a n _ m o v i e g o i n g
s k a t e _ a m e r i c a;l e a d s c r e w;t h e y ' d;a m e r i c a n _ f a n g s;a c r o p o m a t i d a e;s e e t a;n i n e t y - s i x;i _ c r e a t e d _ d i s c o;n i n e t e e n _ c o u n t i e s;a m e r i c o
0
null
i n _ s l o v a k _ r a t i s l a v a _ o s v e t o v y _ u s t a v
b r a t i s l a v;a s k _ i n t e r _ b r a t i s l a v a;c h e s t e r _ r u t e c k i;l y a l o v o;b r z o z o w _ n o w y;p s e u d o u n k a _ g r i s e a;v a t s l a v;l o v o;b r a t i s l a v a;s e r r a t i s e t a
9
CUSTOM 10 19
s l o v a k _ b r a t t i s l a v a _ o s v e t o v y
j e a n _ m a r c e n a c;b r a t i s l a v a;a p o l l o _ a r e n a _ b r a t i s l a v a;o r l o v k a;d a t u r a _ i n n o x i a;s l o v i c;s e r r a t i s e t a;m i r e l;b r a t s l a v;w r a t i s l a v i a _ c a n t a n s
2
CUSTOM 7 18
r e r u n s _ t h e _ s e r i e s _ w a s _ a n _ i n d e p e n d e n t _ p r o d u c t i o n _ f r o m _ b i j o u _ p r o d u c t i o n s
w a n g s h i _ s e r i e s;p o s t p r o d u c t i o n;m u l h e r o n;d a s _ e n d e;t r i s e r i a t u s;w o s h;c a f f r u m;f r o m i a;t h e y ' d;p r o d u c t i o n _ t u b i n g
0
null
b r a t i s l a v a _ o s v e t o v y _ u s t a v
i v a n _ b r a t t;i n t e r _ b r a t i s l a v a;l a d i s l a v i a;l a d i s l a v _ p e s e k;b r a t i s l a v a;b u d r e a;n a g a r _ b r a h m i n;c e r a t i s t e s;l e v a n _ t s k i t i s h v i l i;r u d i g e r _ v o m _ h a g e n
5
CUSTOM 0 10
e d u c a t i o n a l _ p r o g r a m m i n g _ b l o c k _ k n o w n _ a s _ s e d u s _ c u r r i c u l u m
c d i _ c o l l e g e;j e t _ p r o g r a m m e;r u b l a c k;c d i s;b l a c k s o i l;m i k u l e c;m c d y e r;j o r i n u s _ v a n _ d e r _ w i e l;c d i s c o u n t;r e n o w n _ s c
4
CUSTOM 39 44
a s _ j a y _ l o v e l l _ i n
p o m e r a n i a n - k u y a v i a n;e g u n g u n - o y a;j a y j a y;c o m b u r g;l a v e l l;a l a i n _ c h a u f f o u r;w y a y;l o v e ';j i h;c a v e l l
0
null
p r o g r a m m i n g _ b l o c k _ k n o w n _ a s _ s e d u s _ c u r r i c u l u m _ d e v e l o p m e n t _ i n s t i t u t e _ o f _ s i n g a p o r e _ b e g a n
i n s t i t u t e _ o f _ a s t r o n o m y;c u s t o m e r _ d e v e l o p m e n t;c d i s;d e v e l o p m e n t a l _ r e v i e w;c l e v e _ m c d i a r m i d;c i b c _ d e v e l o p m e n t;u l t r a _ s i n g a p o r e;p a v e g e n;c u r r i c u l u m _ d e v e l o p m e n t;r i d i c u l o u s
3 9
CUSTOM 27 32;CUSTOM 33 55
i n _ p a r e n t h o o d
f r i k a d e l l i _ r a c i n g;w a r w i c k _ t h e _ k i n g m a k e r;n o e _ p a j e t t a;p a s s a g e _ t o m b;a n t h o n y _ b a r n e w a l l;z a p l j e v a c;e c o l e _ c e n t r a l e _ d e _ l y o n;h a b r o s i a;b e r e n g o _ s t u d i o;t h e _ p a r i s i a n
0
null
g e n u s _ o f _ p l e s i o s a u r _ t h a t _ l i v e d _ d u r i n g _ t h e _ l a t e
l e v e t t;t h e y ' d;c y g n u s _ a;s u n d e r i n g;d a v i d _ d i r i n g e r;h e t _ l e v e n;t h e _ l a t e s t _ b u z z;t h e _ l i t t e r;l a v i t y;g e n i u s _ m o v e
0
null
m _ d _ r a m a n a t h a n _ n i n e t e e n _ t w e n t y _ t h r e e _ n i n e t e e n _ e i g h t y _ f o u r _ i n d i a n
s t e i n i t z;d a n d i e s;t h r e e _ b a r s;t w i n ' r u n;s o n y _ w o n d e r;m e y n e t;r e a l i t y _ e n d s _ h e r e;b o n d i a;b i n d y a;a l f r e d _ u h r y
0
null
b l o c k _ k n o w n _ a s _ c d i s _ c u r r i c u l u m
c h r i s _ m c d i v e n;c u r l e y _ m c d i m p l e;k n o w n _ s p a c e;c d i s;p e t l o c k;p i e r r e _ v i n c e n t _ b e t s;m i c h e l _ v e r n e s;t r e l a w n y _ p a r i s h;k a t i n k a ' s _ s h r e w;k n o w r e
4
CUSTOM 15 19
k n o w n _ a s _ m c c a i g ' s
a p p r e n t i e s;d o w n t o w n _ n e w a r k;d e m s z k y;j a c o b _ n o s o v i t s k y;n e w t o w n _ j e t s;g a r o f a l o i;m i l l o f f;u n k n o w n _ s a i l o r;n e w n s;k n o w n _ s t r a n g e r s
0
null
k n o w n _ a s _ s e d u s _ c u r r i c u l u m _ d e v e l o p m e n t _ i n s t i t u t e _ o f
c a p i t a l _ d e v e l o p m e n t _ b o a r d;c o n t e x t _ d e v e l o p m e n t;k n o;c u r r i c u l u m _ d e v e l o p m e n t;k e n _ n i c o l;n a n o w i r e;a r r o w _ d e v e l o p m e n t;c d i s c o u n t;c d i s;i n s t i t u t o _ a l l e n d e
4 9
CUSTOM 15 37;CUSTOM 9 14
a s _ c d i s _ c u r r i c u l u m _ d e v e l o p m e n t
s o k u l u k;k a r l _ a g r i c o l a;c d i s;w e i n g a r t n e r _ l i e d e r h a n d s c h r i f t;c h e m i s t r y _ d e v e l o p m e n t _ k i t;c a r e e r s _ d e v e l o p m e n t _ g r o u p;w o m e n _ i n _ d e v e l o p m e n t;c u r r i c u l u m _ v i t a e;c d i _ c o l l e g e;c u r r i c u l u m _ d e v e l o p m e n t
3 10
CUSTOM 3 7;CUSTOM 8 30
r e g e n s b u r g _ m a j o r i n g _ i n
j o h n _ r i n g o;s p i t t i n g _ i m a g e;r e g e n s b u r g _ c a t h e d r a l;t s u k i s h i m a;t v _ o r a n j e;a u g s b u r g e r;a l - m a a;z g o r n j i;p r o z e s s k o s t e n;a r m i n i o _ f r a g a
0
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a n d _ g h a n a _ s h e _ f o u n d _ h e r _ b i o l o g i c a l
e t y m o l o g i c a l;t h e _ f o u n d e r y;t h a n d a i;h a n n a h _ b a k e r;n o v u s _ b i o l o g i c a l s;t y p h o o n _ h e r b;t o o n _ h e r m a n s;i _ f o u n d _ u;m a r s h _ f u n n e l;b e l g i c a
0
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g r a v e s _ e l e v e n _ o _ t h r e e _ t h e _ a c t u a l
t h r e a d f i n;l e a v e n e r s;s l i v e n;a c t u e l l e;l e v a n _ o f _ k a r t l i;m u i r _ g r o v e;t h e y ' d;t h r e e _ b a r d s;b y g _ a c t u e l;a c t i n o a l l o m u r u s
0
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h a v e _ l e d _ b l a m e l e s s _ l i v e s _ t h e _ d e f e n s e
l y v e t;s t e v e _ l e t a r t e;f l u g h a f e n s e e;z e h a v i;f i d e i _ d e f e n s o r;l e _ d e s p e n s e r;h a i f e n s i s;v i v e s _ y;h a v i j;h o f f m a n _ l e d g e
0
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n a t i o n a l _ o m n i u m
r i l a _ n a t i o n a l _ p a r k;b l a s t ' s;l a o _ n a t i o n a l _ m u s e u m;b r u n o _ f a l b a;r e n e _ c l o e r e c;n a t i o n a l r a t;k a p i t o n o v a;e s h;h o l l a n d _ a m e r i c a _ l i j n;p e r s i n a
0
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h e _ a t t e n d e d _ d r _ h e n d e r s o n ' s _ s c h o o l _ a t _ n e w r y _ b e f o r e
s c h o o r l;t e n _ a t t e n d a n t s;b i s c h o f f;j u n e _ f o r a y;s c h o o l _ p r i d e;b e f o r e _ i _ h a n g;o t t e n d o r f ' s;y a t t e n d o n;c a r _ a t t e n d a n t;s c h o o l _ o f _ r e i m s
0
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s e d u s _ c u r r i c u l u m _ d e v e l o p m e n t _ i n s t i t u t e
c o c o n u t _ d e v e l o p m e n t _ b o a r d;c a l u m b i;n e u r o d e v e l o p m e n t a l;c d i s c o u n t;c u r r i c u l u m _ d e v e l o p m e n t;c d i g i x;c d i s p l a y;r h e i n s t e t t e n;c d i s;o v e r d e v e l o p m e n t
5 9
CUSTOM 6 28;CUSTOM 0 5
c u r r i c u l u m _ d e v e l o p m e n t _ i n s t i t u t e _ o f _ s i n g a p o r e _ b e g a n _ a i r i n g _ o n
p a r e i o r h i n a;w i e l i s l a w;c h e m i s t r y _ d e v e l o p m e n t _ k i t;i r a n d e g a n _ d i s t r i c t;h e r c u l a n e;a r r o w _ d e v e l o p m e n t;c u r r i c u l u m _ d e v e l o p m e n t;p h i l i p p e _ g i l i b e r t;u l t r a _ s i n g a p o r e;c o n t e x t _ d e v e l o p m e n t
7
CUSTOM 0 22
t h r e e _ p r o d u c e d _ b y _ t h e _ m i n i s t r y _ o f _ e d u c a t i o n _ f o r _ p e c i e
t y p h o c h l a e n a _ c u r u m i m;s e d u c t i o n s;m i n i s t r y _ o f _ s c i e n c e;s b c;s o a e b _ t a i;m i n i s t r y _ o f _ p r o p a g a n d a;d u d l e y _ r o a d;s b c d _ r n a _ m o t i f;v i s u e l l e _ s p r a c h e;t h e _ m y s t e r y _ o f _ p i c a s s o
4
CUSTOM 48 53
o f _ e d u c a t i o n _ f o r _ s _ b _ c _ i n _ r e s p o n s e _ t o _ a n d _ m a l a y s i a ' s
s b c;c s b s;s b c _ p u b l i s h i n g _ b u i l d i n g;l i g a _ m a l a y s i a;s b c _ c o m m u n i c a t i o n s;m a s p o n s;s b c _ s e n i o r _ o p e n;g i f t e d _ e d u c a t i o n;s u s p e n s i o n _ r a i l w a y;m a l a y s i a ' s
1 10
CUSTOM 17 22;CUSTOM 38 52
d u m a s _ o n _ c h e m i s t r y _ h e _ d e c i d e d
r u m e s;m y s t r o;v o c e _ d e c i d e;d e d e k i n d;d a m a s u s;p r u m _ m i n i s t r y;m i t r a l;h u m e s;b e n e d i c i t e;s u i c i d e _ c l i f f
0
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m e h n a z _ f i l m _ w a r r a n t
w a r r e n _ s p a h n;p h i l _ m o o n e y;k u m a r _ n a v a l e;w a r r i n e r;v e s p a _ c l u b _ v o n _ d e u t s c h l a n d;s t o r r a n;p h i l _ m a s i n g a;g l u m o v o;m a r r e t _ g l a c i e r;y - f i l m s
0
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e d u c a t i o n _ f o r _ s _ p _ c _ i n
b r e r e t o n;e d u c a t i o n _ f o r _ d e a t h;e v a n d e r _ s n o;s b c _ l o n g _ d i s t a n c e;s p c;s o a e b _ t a i;d u l c i e _ w o o d;s b c;h s b c;a i d u c a t i o n
8
CUSTOM 14 19
c a v e _ r e s c u e _ t w e n t y
l e s _ y e u x _ f e r m e s;t w e n t y m i l e;t o n t y;b i k a v e r;r e s c u e _ d i v e r;s a v e g e;s c a r u s _ q u o y i;w i n y i;c o v e n;v e r z a s c a
0
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f o r _ s p e c i e _ i n _ r e s p o n s e _ t o _ a n d _ m a l a y s i a ' s
c h e t i r t s i;m a l a y s i a k i n i;m a l a y s i a ' s;m a l a y s i a _ t o d a y;s b c;d e m a n d _ r e s p o n s i v e _ t r a n s p o r t;s p c;m a l a y s i a _ f a m _ l e a g u e;s b c _ l o n g _ d i s t a n c e;c s b s
3 5
CUSTOM 26 40;CUSTOM 4 10
c o u s i n _ o f _ f o r m e r _ n f l _ p l a y e r _ l o n n i e
f o r m e r _ l i a n g;r o u s o n;w a r m e r s;c d f _ p l a y e r;c e a l _ f l o y e r;g l u c o s i n o l a t e;f a r m e r _ n o t _ s o _ j o h n;o d i l e _ p i e r r e;k u s i n;l u i s _ c o u s i n o
0
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s b c _ i n _ r e s p o n s e _ t o _ a n d _ m a l a y s i a ' s _ t v
m a l a y s i a ' s;l i g a _ m a l a y s i a;l g b t _ r i g h t s _ i n _ m a l a y s i a;m a l l o r i e;r e s p o n s i o;p h i l i p p _ m a i n z e r;g t v;e s p e c i e s;m a l a y s i a _ f i l m _ f e s t i v a l;t b w
1
CUSTOM 19 33
d i s t r i c t _ o f _ a f g h a n i s t a n
d i s t r i c t _ o f _ p r i s t i n a;f e n i _ d i s t r i c t;d i s t r i c t _ o f _ l o u i s i a n a;m o r g a n _ s t a n l e y;f l a g _ o f _ a f g h a n i s t a n;u n a _ d i s t r i c t;z i r c _ d i s t r i c t;f i n n _ f u g l e s t a d;p h l o _ f i n i s t e r;g u s t a f _ a u l e n
0
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i n _ r e s p o n s e _ t o _ a n d _ m a l a y s i a ' s _ t v _ p e n d i n i c k i n
m a l a y s i a _ f i l m _ f e s t i v a l;r h a p h i u m _ a p p e n d i c u l a t u m;r e s p o n s i o;p e n d i n e _ s a n d s;i r r e s p o n s i b l e;m a l a y s i a ' s;m o n s o n _ r a i l r o a d;e r n s t _ s t r e n g;p e n d i d i k a n;t v h
6 9
CUSTOM 15 29;CUSTOM 33 44
s _ a r m y _ i n v e s t i g a t i v e _ r e p o r t _ o b t a i n e d _ b y _ d e r _ s p i e g e l _ c o l o n e l
a r m i s;s p i g e l m a n;l ' a r m e e;a r t x a n d a;n i g e l _ a n d e r s o n;v a n _ g e l d e r _ s t u d i o;a r m i;r a n d f o n t e i n;e n n o r e _ p o r t;u n d e r _ s i e g e
0
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r e s p o n s e _ t o _ a n d _ m a l a y s i a ' s _ t v _ p e n d i d i k a n
h i m a l a y a n s;r e s p o n s o r i u m;t f m;l g b t _ r i g h t s _ i n _ m a l a y s i a;p e r p e n d i c u l u m;p e r p e n d i c u l a r _ a x i s _ t h e o r e m;n o n - r e s p o n s e _ b i a s;p e n d i d i k a n;m a l a y s i a ' s;r e s p o n s i v e n e s s
8 9
CUSTOM 30 40;CUSTOM 12 26
t o _ a n d _ m a l a y s i a ' s _ t v _ p e n d i d i k a n _ a n d _ t h e _ t h e n _ i n d o n e s i a n _ t _ p _ i _ b l o c k t i m e _ s e r v i c e
m a l a y s i a n _ d a y a k _ c o n g r e s s;t p i;t h e n i a;m a l l i u s;m a l a y s i a ' s;s a n _ s e v e r i n o;t a k a y u t p i;t v _ p e n d i d i k a n;m a l a y s i a n _ r a l l y;l g b t _ r i g h t s _ i n _ m a l a y s i a
2 5 8
CUSTOM 56 61;CUSTOM 3 17;CUSTOM 18 31
d e r _ s p i e g e l _ c o l o n e l
s p i g e l g a s s;s e m i c o l o n;v a n _ g e l d e r _ s t u d i o;n i g e l _ a n d e r s o n;k o l o n n e;s p e r g e l;s p i e g e l w o r l d;c l o n i n g;k u l t u r s p i e g e l;v i e u x - n i c e
0
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m a l a y s i a ' s _ t v _ p e n d i n i c k i n _ a n d _ t h e _ t h e n _ i n d o n e s i a n _ t _ p _ i _ b l o c k t i m e _ s e r v i c e
m a l a y s i a ' s _ n e x t _ t o p _ m o d e l;t p i g;p e n d i d i k a n;m a l a y s i a ' s;t h e y ' d;k y f f i n;m a l e c z e k;s e r v i c e g u a r d;t p i;m a l a y s i a _ f i l m _ f e s t i v a l
3 4 9
CUSTOM 14 25;CUSTOM 0 10;CUSTOM 50 55
t h e _ f i f t h _ s t r y k e r
r o y _ s t r y k e r;f i f t y - f i f t y;f i f t h _ o d i;f i f f;t h e _ f i f t h _ e l e p h a n t;t h e _ f i f t i e t h _ g a t e;r i c k _ s t r i c k l a n d;b y s t r i c e;t h e _ f i f t h _ m o u n t a i n;t h e y ' d
0
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t v _ p e n d i t i c k i n _ a n d _ t h e
c a c h o u a n e;p e n d i d i k a n;k v k _ z a v e n t e m;k t v;f r e m r i n a m u r;k t b s - t v;p e r p e n d i c u l a r _ s t y l e;t h e y ' d;p e r p e n d i c u l a r _ a x i s _ t h e o r e m;u l r i c o _ k o s t n e r
2
CUSTOM 3 14
p e n d i n i c k i n _ a n d _ t h e _ t h e n
p e r p e n d i c o l a r e;g e o r g e _ l a s c e l l e s;p e n d i d i k a n;s i n g h _ t h i n d;p e n d i n e _ s a n d s;r h a p h i u m _ a p p e n d i c u l a t u m;t h e _ t h i n k e r;p u r i;j i t h a n;f i n t h e n
3
CUSTOM 0 11
a n d _ t h e _ t h e n _ i n d o n e s i a n _ t _ p _ i _ b l o c k t i m e _ s e r v i c e _ o n
s a n d o s;t h e y ' d;b o r a s l e g e n d;t h e _ h a t p i n;s i n g h _ t h i n d;t a t i a n a _ m a r i n e s c u;n a n k e r v i s;p y u t h a n;t p i;t w i t p i c
9
CUSTOM 24 29
r e p o r t _ a c c o r d i n g _ t o _ d e r _ s p i e g e l _ c l e a r e d
a c c o r d i n g _ t o _ j i m;c l a r i d g e ' s;k a p o r;s z p i g e l;t e l e p o r t;g e l d e r s e _ b u u r t;g e l d e r s e;a v i a p o r t;e u l e n s p i e g e l;a c c o r d i n g _ t o _ g r e t a
0
null
s t r y k e r _ b r i g a d e _ a n d _ i t s _ c o n c l u s i o n s _ t h e _ b r i g a d e _ w a s
s t r y c k e r;b r i g d e n;e x c l u s i o n _ c r i s i s;s t r y k o w o;b y s t r i c e;b r i g g a t e;i n c l u s i o n a r y _ z o n i n g;j i t _ s i n;t h e y ' d;t h e _ b r i d g e _ w a s h e d _ o u t
0
null
t h e _ t h e n _ i n d o n e s i a n _ t _ p _ i _ b l o c k t i m e _ s e r v i c e _ o n _ t _ v _ o r _ e y e _ o n _ t h e _ f i r s t
t v r d a l j _ c a s t l e;w i s e _ o b s e r v a t o r y;k y f f i n;t p i;t v r t k o _ k a l e;t h a n a t p i n _ t o w n s h i p;n i c e _ o b s e r v a t o r y;t r a n s p a r e n t p i g m e n t e;t v r i;s e r v i c e _ d e s i g n
4 9
CUSTOM 20 25;CUSTOM 47 57
t h e n _ i n d o n e s i a n _ t _ p _ i _ b l o c k t i m e _ s e r v i c e _ o n _ t _ v _ o r _ e y e _ o n _ t h e _ f i r s t
t v r _ t o w e r;t h e y ' d;t v r i;b u r s t _ c i t y;w i s e _ o b s e r v a t o r y;j o n _ m o r g a n _ s e a r l e;h a t p i n;s e r v i c e m a g i c;t h e _ f i r s t _ b a s k e t;t p i
3 10
CUSTOM 43 53;CUSTOM 16 21
i n d o n e s i a n _ t _ p _ i _ b l o c k t i m e _ s e r v i c e
j o h n _ w i d o w f i e l d;t p i;t w i t p i c;t a c h i r a _ a n t p i t t a;a l i a n d o _ s y a r i e f;p e n - r h i w;k a r l _ b a c h e m;s a n i _ n d a n u s a;w e b _ s e r v i c e;s e r v i c e _ p a c k
2
CUSTOM 11 16
m i x e d _ s i g n a l s _ a b o u t
b o o m b o t i x;s i g n a l _ c o r p s;p r i x _ a c p - c r m;w t a _ f i n a l s;l e b o u c;z e b o i m;m y e d u;s i n a l;m i s d a q;m a x o l
0
null
t p i _ b l o c k t i m e _ s e r v i c e _ o n _ t _ v _ o r _ e y e _ o n _ t h e
a g y a s l e v e s;t v r i;w a l l r i d g e;t v r t k o _ i i _ o f _ b o s n i a;c e r v i c o g e n i c;k i b l e r;j e r v i s _ b a y;f i n t h e n;t h e y ' d;t v r t k o _ j a k o v i n a
2
CUSTOM 25 35
s i n g i n g _ t w i c e _ o n _ s t a g e _ w i t h _ m o o n s p e l l _ i n _ a t h e n s _ i n
f l a t n i n g e n;b a r w i c e;t w i t;t n s _ n i p o;b r a a t h e n s;s o p w i t h;f l o r i a n _ s t e g e r;d i t h;b a c k s t a g e _ w i f e;s t a i u s
0
null
b l o c k t i m e _ s e r v i c e _ o n _ t _ v _ o r _ e y e _ o n _ t h e _ f i r s t _ o f _ f e b r u a r y _ o f _ t h a t
m a r y _ j a n e _ m a f f i n i;t r e s _ d e _ f e b r e r o;t h a t ' d;s p r i n g _ b u t t e _ t o w n s h i p;t h e _ t o n y s;f i r s t _ a l i y a h;t v r i;t v r _ v i x e n;j e r r y _ b r u d o s;t v r _ t u s c a n
7
CUSTOM 21 31
o n _ s t a g e _ w i t h _ m o o n s p e l l
t r w y t h;s e a n _ s t a c k l e y;t r a n s t a g a n a;s t a c k a r d;k e i t h _ w h i t m o r e;d i t h;b a c k s t a g e _ w i f e;s t a g e w o r k s;o n s t a g e;t e g e o
0
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s e r v i c e _ o n _ t _ v _ o r _ e y e _ o n _ t h e _ f i r s t _ o f
t v r _ t u s c a n;t v r i;t v r _ v i x e n;p h a e d o _ o f _ e l i s;t h e _ f i r s t _ t e e;f a r s t u c k e r;t h e _ f i r s t _ s e e d;f e r s t a d t;t h e y ' d;t v r d a l j _ c a s t l e
2
CUSTOM 11 21
o n _ t _ v _ o r _ e y e _ o n _ t h e
f i n t h e n;c l a u d e _ h i l l a i r e - m a r c e l;t v r _ v i x e n;s y n t h e;a n t h e u s;l o m p o c;t v r i;g i u s t a;t v r _ t o w e r;t h e y ' d
7
CUSTOM 3 13
t _ v _ o r _ e y e _ o n _ t h e _ f i r s t _ o f _ f e b r u a r y _ o f _ t h a t _ y e a r _ s _ b _ c _ c e l e b r a t e d
t v r _ t u s c a n;t h e _ f i r s t _ e d e n;w s p c;s b c _ p u b l i s h i n g _ b u i l d i n g;t v r _ g r a n t u r a;t v r i;s b c;s o a e b _ t a i;d u y a r;f i n t h e n
6 7
CUSTOM 0 10;CUSTOM 49 54
t h e _ f i r s t _ o f _ f e b r u a r y _ o f _ t h a t _ y e a r _ s _ p _ c _ c e l e b r a t e d _ i t s _ t h i r t y
s b c;f a b i a n o _ i h a;s b c _ c o m m u n i c a t i o n s;t h e _ f i r s t _ o f f e n c e;c e l e b r i t y _ j u i c e;r o l f _ s c h l a f l i;d u y a r;s o a e b _ t a i;w h a t _ y o u ' r e _ m a d e _ o f;m a r y _ f a b e r
1
CUSTOM 35 40
o f _ f e b r u a r y _ o f _ t h a t _ y e a r _ s p e c i e _ c e l e b r a t e d _ i t s _ t h i r t y _ y e a r s _ o f
s b c _ s e n i o r _ o p e n;s b c t;w h a t _ y o u ' r e _ d o i n g;a l b e r t _ c e l a d e s;c a m i l l o _ g r a f f i c o;b r e w e r y _ o f _ e g g s h e l l s;d w i g h t _ y o r k;s b c;b r o a d b e r r y;b r a c k e n ' s
8
CUSTOM 25 31
f e b r u a r y _ o f _ t h a t _ y e a r _ p e c i e _ c e l e b r a t e d _ i t s
s ' b u r a _ s i t h o l e;p r o o f _ t h e o r y;s b c;f e b r u a r y _ u p r i s i n g;a _ b u g ' s _ l a n d;s b c t;b e r t u c c e l l i;p o w e r m a n g a;m a r y _ f a b e r;b r o a d b e r r y
3
CUSTOM 22 27
o f _ t h a t _ y e a r _ s _ b _ c _ c e l e b r a t e d _ i t s _ t h i r t y _ y e a r s _ o f _ t e l e v i s i o n
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2
CUSTOM 13 18
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3
CUSTOM 5 10
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CUSTOM 0 5
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CUSTOM 35 40
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CUSTOM 28 33
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CUSTOM 22 27
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CUSTOM 19 24
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CUSTOM 10 13
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8
CUSTOM 5 8
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9
CUSTOM 29 54
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7
CUSTOM 22 47
s i x _ p _ a _ f r i e n d s h i p _ w i t h _ t h e _ c o m p o s e r _ j o h a n n e s
y s t w y t h;c o m p o s t;j o h n _ i n n s;f r a n k l i n _ s t e e l e;f s x;s a i t h _ t h e _ l o r d;d i c k _ p a r r y;t h e _ c o m p o s e r _ g l i n k a;b r e t t _ f r e n c h;f r i e n d s h i p _ g a m e s
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This is the training dataset used to train the first version of the SpellMapper model. It consists of 33'547'074 training examples. Actually, this checkpoint was trained only 1/3 of the full dataset.

Paper: SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings

Citation 

   @inproceedings{inproceedings,
      author = {Antonova, Alexandra and Bakhturina, Evelina and Ginsburg, Boris},
      year = {2023},
      month = {08},
      pages = {1404-1408},
      title = {SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings},
      doi = {10.21437/Interspeech.2023-768}
   }
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Models trained or fine-tuned on bene-ges/spellmapper_en_train_v1