diff --git a/README.md b/README.md
index 2cbdee06932df96b4f705a6a2a3578af913ab67c..29cf20b5787a5120d8ecd6a088a62b0882c7faed 100644
--- a/README.md
+++ b/README.md
@@ -42,12 +42,37 @@ task_ids:
 - topic-classification
 pretty_name: MultiEURLEX
 dataset_info:
-- config_name: en
+- config_name: all_languages
   features:
   - name: celex_id
     dtype: string
   - name: text
-    dtype: string
+    dtype:
+      translation:
+        languages:
+        - en
+        - da
+        - de
+        - nl
+        - sv
+        - bg
+        - cs
+        - hr
+        - pl
+        - sk
+        - sl
+        - es
+        - fr
+        - it
+        - pt
+        - ro
+        - et
+        - fi
+        - hu
+        - lt
+        - lv
+        - el
+        - mt
   - name: labels
     sequence:
       class_label:
@@ -75,17 +100,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 389250183
+    num_bytes: 6971500259
     num_examples: 55000
   - name: test
-    num_bytes: 58966963
+    num_bytes: 1536038331
     num_examples: 5000
   - name: validation
-    num_bytes: 41516165
+    num_bytes: 1062290274
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 489733311
-- config_name: da
+  download_size: 4090269212
+  dataset_size: 9569828864
+- config_name: bg
   features:
   - name: celex_id
     dtype: string
@@ -118,17 +143,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 395774777
-    num_examples: 55000
+    num_bytes: 273160232
+    num_examples: 15986
   - name: test
-    num_bytes: 60343696
+    num_bytes: 109874757
     num_examples: 5000
   - name: validation
-    num_bytes: 42366390
+    num_bytes: 76892269
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 498484863
-- config_name: de
+  download_size: 164279607
+  dataset_size: 459927258
+- config_name: cs
   features:
   - name: celex_id
     dtype: string
@@ -161,17 +186,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 425489905
-    num_examples: 55000
+    num_bytes: 189826374
+    num_examples: 23187
   - name: test
-    num_bytes: 65739074
+    num_bytes: 60702802
     num_examples: 5000
   - name: validation
-    num_bytes: 46079574
+    num_bytes: 42764231
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 537308553
-- config_name: nl
+  download_size: 132411256
+  dataset_size: 293293407
+- config_name: da
   features:
   - name: celex_id
     dtype: string
@@ -204,17 +229,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 430232783
+    num_bytes: 395774705
     num_examples: 55000
   - name: test
-    num_bytes: 64728034
+    num_bytes: 60343684
     num_examples: 5000
   - name: validation
-    num_bytes: 45452550
+    num_bytes: 42366378
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 540413367
-- config_name: sv
+  download_size: 215874886
+  dataset_size: 498484767
+- config_name: de
   features:
   - name: celex_id
     dtype: string
@@ -247,17 +272,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 329071297
-    num_examples: 42490
+    num_bytes: 425489833
+    num_examples: 55000
   - name: test
-    num_bytes: 60602026
+    num_bytes: 65739062
     num_examples: 5000
   - name: validation
-    num_bytes: 42766067
+    num_bytes: 46079562
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 432439390
-- config_name: bg
+  download_size: 232089961
+  dataset_size: 537308457
+- config_name: el
   features:
   - name: celex_id
     dtype: string
@@ -290,17 +315,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 273160256
-    num_examples: 15986
+    num_bytes: 768224671
+    num_examples: 55000
   - name: test
-    num_bytes: 109874769
+    num_bytes: 117209300
     num_examples: 5000
   - name: validation
-    num_bytes: 76892281
+    num_bytes: 81923354
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 459927306
-- config_name: cs
+  download_size: 364223566
+  dataset_size: 967357325
+- config_name: en
   features:
   - name: celex_id
     dtype: string
@@ -333,17 +358,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 189826410
-    num_examples: 23187
+    num_bytes: 389250111
+    num_examples: 55000
   - name: test
-    num_bytes: 60702814
+    num_bytes: 58966951
     num_examples: 5000
   - name: validation
-    num_bytes: 42764243
+    num_bytes: 41516153
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 293293467
-- config_name: hr
+  download_size: 206930941
+  dataset_size: 489733215
+- config_name: es
   features:
   - name: celex_id
     dtype: string
@@ -376,17 +401,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 80808173
-    num_examples: 7944
+    num_bytes: 433955311
+    num_examples: 52785
   - name: test
-    num_bytes: 56790830
+    num_bytes: 66884992
     num_examples: 5000
   - name: validation
-    num_bytes: 23881832
-    num_examples: 2500
-  download_size: 2770050147
-  dataset_size: 161480835
-- config_name: pl
+    num_bytes: 47178809
+    num_examples: 5000
+  download_size: 231656657
+  dataset_size: 548019112
+- config_name: et
   features:
   - name: celex_id
     dtype: string
@@ -419,17 +444,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 202211478
-    num_examples: 23197
+    num_bytes: 173878667
+    num_examples: 23126
   - name: test
-    num_bytes: 64654979
+    num_bytes: 56535275
     num_examples: 5000
   - name: validation
-    num_bytes: 45545517
+    num_bytes: 39580854
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 312411974
-- config_name: sk
+  download_size: 121906015
+  dataset_size: 269994796
+- config_name: fi
   features:
   - name: celex_id
     dtype: string
@@ -462,17 +487,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 188126769
-    num_examples: 22971
+    num_bytes: 336145889
+    num_examples: 42497
   - name: test
-    num_bytes: 60922686
+    num_bytes: 63280908
     num_examples: 5000
   - name: validation
-    num_bytes: 42786793
+    num_bytes: 44500028
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 291836248
-- config_name: sl
+  download_size: 195678396
+  dataset_size: 443926825
+- config_name: fr
   features:
   - name: celex_id
     dtype: string
@@ -505,17 +530,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 170800933
-    num_examples: 23184
+    num_bytes: 442358833
+    num_examples: 55000
   - name: test
-    num_bytes: 54552441
+    num_bytes: 68520115
     num_examples: 5000
   - name: validation
-    num_bytes: 38286422
+    num_bytes: 48408926
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 263639796
-- config_name: es
+  download_size: 238412621
+  dataset_size: 559287874
+- config_name: hr
   features:
   - name: celex_id
     dtype: string
@@ -548,17 +573,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 433955383
-    num_examples: 52785
+    num_bytes: 80808161
+    num_examples: 7944
   - name: test
-    num_bytes: 66885004
+    num_bytes: 56790818
     num_examples: 5000
   - name: validation
-    num_bytes: 47178821
-    num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 548019208
-- config_name: fr
+    num_bytes: 23881820
+    num_examples: 2500
+  download_size: 75125923
+  dataset_size: 161480799
+- config_name: hu
   features:
   - name: celex_id
     dtype: string
@@ -591,16 +616,16 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 442358905
-    num_examples: 55000
+    num_bytes: 208805826
+    num_examples: 22664
   - name: test
-    num_bytes: 68520127
+    num_bytes: 68990654
     num_examples: 5000
   - name: validation
-    num_bytes: 48408938
+    num_bytes: 48101011
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 559287970
+  download_size: 139219048
+  dataset_size: 325897491
 - config_name: it
   features:
   - name: celex_id
@@ -634,17 +659,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 429495813
+    num_bytes: 429495741
     num_examples: 55000
   - name: test
-    num_bytes: 64731770
+    num_bytes: 64731758
     num_examples: 5000
   - name: validation
-    num_bytes: 45886537
+    num_bytes: 45886525
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 540114120
-- config_name: pt
+  download_size: 234661012
+  dataset_size: 540114024
+- config_name: lt
   features:
   - name: celex_id
     dtype: string
@@ -677,17 +702,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 419281927
-    num_examples: 52370
+    num_bytes: 185211655
+    num_examples: 23188
   - name: test
-    num_bytes: 64771247
+    num_bytes: 59484699
     num_examples: 5000
   - name: validation
-    num_bytes: 45897231
+    num_bytes: 41841012
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 529950405
-- config_name: ro
+  download_size: 129473261
+  dataset_size: 286537366
+- config_name: lv
   features:
   - name: celex_id
     dtype: string
@@ -720,17 +745,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 164966676
-    num_examples: 15921
+    num_bytes: 186396216
+    num_examples: 23208
   - name: test
-    num_bytes: 67248472
+    num_bytes: 59814081
     num_examples: 5000
   - name: validation
-    num_bytes: 46968070
+    num_bytes: 42002715
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 279183218
-- config_name: et
+  download_size: 128328855
+  dataset_size: 288213012
+- config_name: mt
   features:
   - name: celex_id
     dtype: string
@@ -763,17 +788,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 173878703
-    num_examples: 23126
+    num_bytes: 179866757
+    num_examples: 17521
   - name: test
-    num_bytes: 56535287
+    num_bytes: 65831218
     num_examples: 5000
   - name: validation
-    num_bytes: 39580866
+    num_bytes: 46737902
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 269994856
-- config_name: fi
+  download_size: 124555651
+  dataset_size: 292435877
+- config_name: nl
   features:
   - name: celex_id
     dtype: string
@@ -806,17 +831,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 336145949
-    num_examples: 42497
+    num_bytes: 430232711
+    num_examples: 55000
   - name: test
-    num_bytes: 63280920
+    num_bytes: 64728022
     num_examples: 5000
   - name: validation
-    num_bytes: 44500040
+    num_bytes: 45452538
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 443926909
-- config_name: hu
+  download_size: 230199167
+  dataset_size: 540413271
+- config_name: pl
   features:
   - name: celex_id
     dtype: string
@@ -849,17 +874,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 208805862
-    num_examples: 22664
+    num_bytes: 202211442
+    num_examples: 23197
   - name: test
-    num_bytes: 68990666
+    num_bytes: 64654967
     num_examples: 5000
   - name: validation
-    num_bytes: 48101023
+    num_bytes: 45545505
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 325897551
-- config_name: lt
+  download_size: 139058173
+  dataset_size: 312411914
+- config_name: pt
   features:
   - name: celex_id
     dtype: string
@@ -892,17 +917,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 185211691
-    num_examples: 23188
+    num_bytes: 419281855
+    num_examples: 52370
   - name: test
-    num_bytes: 59484711
+    num_bytes: 64771235
     num_examples: 5000
   - name: validation
-    num_bytes: 41841024
+    num_bytes: 45897219
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 286537426
-- config_name: lv
+  download_size: 227524717
+  dataset_size: 529950309
+- config_name: ro
   features:
   - name: celex_id
     dtype: string
@@ -935,17 +960,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 186396252
-    num_examples: 23208
+    num_bytes: 164966652
+    num_examples: 15921
   - name: test
-    num_bytes: 59814093
+    num_bytes: 67248460
     num_examples: 5000
   - name: validation
-    num_bytes: 42002727
+    num_bytes: 46968058
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 288213072
-- config_name: el
+  download_size: 118725965
+  dataset_size: 279183170
+- config_name: sk
   features:
   - name: celex_id
     dtype: string
@@ -978,17 +1003,17 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 768224743
-    num_examples: 55000
+    num_bytes: 188126733
+    num_examples: 22971
   - name: test
-    num_bytes: 117209312
+    num_bytes: 60922674
     num_examples: 5000
   - name: validation
-    num_bytes: 81923366
+    num_bytes: 42786781
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 967357421
-- config_name: mt
+  download_size: 134875274
+  dataset_size: 291836188
+- config_name: sl
   features:
   - name: celex_id
     dtype: string
@@ -1021,47 +1046,22 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 179866781
-    num_examples: 17521
+    num_bytes: 170800897
+    num_examples: 23184
   - name: test
-    num_bytes: 65831230
+    num_bytes: 54552429
     num_examples: 5000
   - name: validation
-    num_bytes: 46737914
+    num_bytes: 38286410
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 292435925
-- config_name: all_languages
+  download_size: 124008905
+  dataset_size: 263639736
+- config_name: sv
   features:
   - name: celex_id
     dtype: string
   - name: text
-    dtype:
-      translation:
-        languages:
-        - en
-        - da
-        - de
-        - nl
-        - sv
-        - bg
-        - cs
-        - hr
-        - pl
-        - sk
-        - sl
-        - es
-        - fr
-        - it
-        - pt
-        - ro
-        - et
-        - fi
-        - hu
-        - lt
-        - lv
-        - el
-        - mt
+    dtype: string
   - name: labels
     sequence:
       class_label:
@@ -1089,16 +1089,209 @@ dataset_info:
           '20': '100155'
   splits:
   - name: train
-    num_bytes: 6971500859
-    num_examples: 55000
+    num_bytes: 329071237
+    num_examples: 42490
   - name: test
-    num_bytes: 1536038431
+    num_bytes: 60602014
     num_examples: 5000
   - name: validation
-    num_bytes: 1062290624
+    num_bytes: 42766055
     num_examples: 5000
-  download_size: 2770050147
-  dataset_size: 9569829914
+  download_size: 184902175
+  dataset_size: 432439306
+configs:
+- config_name: all_languages
+  data_files:
+  - split: train
+    path: all_languages/train-*
+  - split: test
+    path: all_languages/test-*
+  - split: validation
+    path: all_languages/validation-*
+- config_name: bg
+  data_files:
+  - split: train
+    path: bg/train-*
+  - split: test
+    path: bg/test-*
+  - split: validation
+    path: bg/validation-*
+- config_name: cs
+  data_files:
+  - split: train
+    path: cs/train-*
+  - split: test
+    path: cs/test-*
+  - split: validation
+    path: cs/validation-*
+- config_name: da
+  data_files:
+  - split: train
+    path: da/train-*
+  - split: test
+    path: da/test-*
+  - split: validation
+    path: da/validation-*
+- config_name: de
+  data_files:
+  - split: train
+    path: de/train-*
+  - split: test
+    path: de/test-*
+  - split: validation
+    path: de/validation-*
+- config_name: el
+  data_files:
+  - split: train
+    path: el/train-*
+  - split: test
+    path: el/test-*
+  - split: validation
+    path: el/validation-*
+- config_name: en
+  data_files:
+  - split: train
+    path: en/train-*
+  - split: test
+    path: en/test-*
+  - split: validation
+    path: en/validation-*
+- config_name: es
+  data_files:
+  - split: train
+    path: es/train-*
+  - split: test
+    path: es/test-*
+  - split: validation
+    path: es/validation-*
+- config_name: et
+  data_files:
+  - split: train
+    path: et/train-*
+  - split: test
+    path: et/test-*
+  - split: validation
+    path: et/validation-*
+- config_name: fi
+  data_files:
+  - split: train
+    path: fi/train-*
+  - split: test
+    path: fi/test-*
+  - split: validation
+    path: fi/validation-*
+- config_name: fr
+  data_files:
+  - split: train
+    path: fr/train-*
+  - split: test
+    path: fr/test-*
+  - split: validation
+    path: fr/validation-*
+- config_name: hr
+  data_files:
+  - split: train
+    path: hr/train-*
+  - split: test
+    path: hr/test-*
+  - split: validation
+    path: hr/validation-*
+- config_name: hu
+  data_files:
+  - split: train
+    path: hu/train-*
+  - split: test
+    path: hu/test-*
+  - split: validation
+    path: hu/validation-*
+- config_name: it
+  data_files:
+  - split: train
+    path: it/train-*
+  - split: test
+    path: it/test-*
+  - split: validation
+    path: it/validation-*
+- config_name: lt
+  data_files:
+  - split: train
+    path: lt/train-*
+  - split: test
+    path: lt/test-*
+  - split: validation
+    path: lt/validation-*
+- config_name: lv
+  data_files:
+  - split: train
+    path: lv/train-*
+  - split: test
+    path: lv/test-*
+  - split: validation
+    path: lv/validation-*
+- config_name: mt
+  data_files:
+  - split: train
+    path: mt/train-*
+  - split: test
+    path: mt/test-*
+  - split: validation
+    path: mt/validation-*
+- config_name: nl
+  data_files:
+  - split: train
+    path: nl/train-*
+  - split: test
+    path: nl/test-*
+  - split: validation
+    path: nl/validation-*
+- config_name: pl
+  data_files:
+  - split: train
+    path: pl/train-*
+  - split: test
+    path: pl/test-*
+  - split: validation
+    path: pl/validation-*
+- config_name: pt
+  data_files:
+  - split: train
+    path: pt/train-*
+  - split: test
+    path: pt/test-*
+  - split: validation
+    path: pt/validation-*
+- config_name: ro
+  data_files:
+  - split: train
+    path: ro/train-*
+  - split: test
+    path: ro/test-*
+  - split: validation
+    path: ro/validation-*
+- config_name: sk
+  data_files:
+  - split: train
+    path: sk/train-*
+  - split: test
+    path: sk/test-*
+  - split: validation
+    path: sk/validation-*
+- config_name: sl
+  data_files:
+  - split: train
+    path: sl/train-*
+  - split: test
+    path: sl/test-*
+  - split: validation
+    path: sl/validation-*
+- config_name: sv
+  data_files:
+  - split: train
+    path: sv/train-*
+  - split: test
+    path: sv/test-*
+  - split: validation
+    path: sv/validation-*
 ---
 
 # Dataset Card for "MultiEURLEX"
diff --git a/all_languages/test-00000-of-00004.parquet b/all_languages/test-00000-of-00004.parquet
new file mode 100644
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diff --git a/multi_eurlex.py b/multi_eurlex.py
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index 43130cb46a490c34d4806e0f6ce4296750df5980..0000000000000000000000000000000000000000
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-# coding=utf-8
-# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-"""MultiEURLEX - A multi-lingual and multi-label legal document classification dataset."""
-
-
-import json
-
-import datasets
-
-_HOMEPAGE = "https://github.io/iliaschalkidis"
-
-_DESCRIPTION = """\
-MultiEURLEX comprises 65k EU laws in 23 official EU languages (some low-ish resource).
-Each EU law has been annotated with EUROVOC concepts (labels) by the Publication Office of EU.
-As with the English EURLEX, the goal is to predict the relevant EUROVOC concepts (labels);
-this is multi-label classification task (given the text, predict multiple labels).
-"""
-
-_CITATION = """\
-@InProceedings{chalkidis-etal-2021-multieurlex,
-  author = {Chalkidis, Ilias
-                and Fergadiotis, Manos
-                and Androutsopoulos, Ion},
-  title = {MultiEURLEX -- A multi-lingual and multi-label legal document
-               classification dataset for zero-shot cross-lingual transfer},
-  booktitle = {Proceedings of the 2021 Conference on Empirical Methods
-               in Natural Language Processing},
-  year = {2021},
-  publisher = {Association for Computational Linguistics},
-  location = {Punta Cana, Dominican Republic},
-}"""
-
-# Source data: "https://zenodo.org/record/5363165/files/multi_eurlex.tar.gz"
-DATA_URL = "data/multi_eurlex.tar.gz"
-
-_LANGUAGES = [
-    "en",
-    "da",
-    "de",
-    "nl",
-    "sv",
-    "bg",
-    "cs",
-    "hr",
-    "pl",
-    "sk",
-    "sl",
-    "es",
-    "fr",
-    "it",
-    "pt",
-    "ro",
-    "et",
-    "fi",
-    "hu",
-    "lt",
-    "lv",
-    "el",
-    "mt",
-]
-
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-}
-
-
-class MultiEURLEXConfig(datasets.BuilderConfig):
-    """BuilderConfig for MultiEURLEX."""
-
-    def __init__(self, language: str, languages=None, label_level="level_1", **kwargs):
-        """BuilderConfig for MultiEURLEX.
-
-        Args:
-        language: One of ar,bg,de,el,en,es,fr,hi,ru,sw,th,tr,ur,vi,zh, or all_languages
-          **kwargs: keyword arguments forwarded to super.
-        """
-        super(MultiEURLEXConfig, self).__init__(**kwargs)
-        self.language = language
-        self.label_level = label_level
-        if language != "all_languages":
-            self.languages = [language]
-        else:
-            self.languages = languages if languages is not None else _LANGUAGES
-
-
-class MultiEURLEX(datasets.GeneratorBasedBuilder):
-    """MultiEURLEX - A multi-lingual and multi-label legal document classification dataset. Version 1.0"""
-
-    VERSION = datasets.Version("1.0.0", "")
-    BUILDER_CONFIG_CLASS = MultiEURLEXConfig
-    BUILDER_CONFIGS = [
-        MultiEURLEXConfig(
-            name=lang,
-            language=lang,
-            version=datasets.Version("1.0.0", ""),
-            description=f"Plain text import of MultiEURLEX for the {lang} language",
-        )
-        for lang in _LANGUAGES
-    ] + [
-        MultiEURLEXConfig(
-            name="all_languages",
-            language="all_languages",
-            version=datasets.Version("1.0.0", ""),
-            description="Plain text import of MultiEURLEX for all languages",
-        )
-    ]
-
-    def _info(self):
-        if self.config.language == "all_languages":
-            features = datasets.Features(
-                {
-                    "celex_id": datasets.Value("string"),
-                    "text": datasets.Translation(
-                        languages=_LANGUAGES,
-                    ),
-                    "labels": datasets.features.Sequence(
-                        datasets.ClassLabel(names=_CONCEPTS[self.config.label_level])
-                    ),
-                }
-            )
-        else:
-            features = datasets.Features(
-                {
-                    "celex_id": datasets.Value("string"),
-                    "text": datasets.Value("string"),
-                    "labels": datasets.features.Sequence(
-                        datasets.ClassLabel(names=_CONCEPTS[self.config.label_level])
-                    ),
-                }
-            )
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            supervised_keys=None,
-            homepage=_HOMEPAGE,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        data_dir = dl_manager.download(DATA_URL)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={"archive": dl_manager.iter_archive(data_dir), "filepath": "train.jsonl"},
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={"archive": dl_manager.iter_archive(data_dir), "filepath": "test.jsonl"},
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={"archive": dl_manager.iter_archive(data_dir), "filepath": "dev.jsonl"},
-            ),
-        ]
-
-    def _generate_examples(self, archive, filepath):
-        """This function returns the examples in the raw (text) form."""
-        for path, f in archive:
-            if path == filepath:
-                if self.config.language == "all_languages":
-                    for id_, row in enumerate(f):
-                        data = json.loads(row)
-                        yield id_, {
-                            "celex_id": data["celex_id"],
-                            "text": {lang: data["text"][lang] for lang in self.config.languages},
-                            "labels": data["eurovoc_concepts"][self.config.label_level],
-                        }
-                else:
-                    for id_, row in enumerate(f):
-                        data = json.loads(row)
-                        if data["text"][self.config.language] is not None:
-                            yield id_, {
-                                "celex_id": data["celex_id"],
-                                "text": data["text"][self.config.language],
-                                "labels": data["eurovoc_concepts"][self.config.label_level],
-                            }
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