diff --git a/README.md b/README.md
index 23a377802884ec2ab9c9f8b312c3be4f16f48d84..edeaa498d58769f6f7a625771f6b7c8ffc2be0b6 100644
--- a/README.md
+++ b/README.md
@@ -4,9 +4,9 @@ task_categories:
 - summarization
 - text-generation
 annotations_creators:
-  - found
+- found
 language_creators:
-  - found
+- found
 language:
 - am
 - az
@@ -51,10 +51,1266 @@ pretty_name: LR-Sum
 size_categories:
 - 100K<n<1M
 multilinguality:
-  - multilingual
+- multilingual
 tags:
-  - conditional-text-generation
+- conditional-text-generation
 viewer: true
+configs:
+- config_name: amh
+  data_files:
+  - split: test
+    path: amh/test-*
+- config_name: aze
+  data_files:
+  - split: test
+    path: aze/test-*
+  - split: train
+    path: aze/train-*
+  - split: validation
+    path: aze/validation-*
+- config_name: ben
+  data_files:
+  - split: test
+    path: ben/test-*
+- config_name: bod
+  data_files:
+  - split: test
+    path: bod/test-*
+- config_name: bos
+  data_files:
+  - split: test
+    path: bos/test-*
+  - split: train
+    path: bos/train-*
+  - split: validation
+    path: bos/validation-*
+- config_name: ckb
+  data_files:
+  - split: test
+    path: ckb/test-*
+  - split: train
+    path: ckb/train-*
+  - split: validation
+    path: ckb/validation-*
+- config_name: cmn_s
+  data_files:
+  - split: test
+    path: cmn_s/test-*
+  - split: train
+    path: cmn_s/train-*
+  - split: validation
+    path: cmn_s/validation-*
+- config_name: cmn_t
+  data_files:
+  - split: test
+    path: cmn_t/test-*
+  - split: train
+    path: cmn_t/train-*
+  - split: validation
+    path: cmn_t/validation-*
+- config_name: ell
+  data_files:
+  - split: test
+    path: ell/test-*
+- config_name: eng
+  data_files:
+  - split: test
+    path: eng/test-*
+  - split: train
+    path: eng/train-*
+  - split: validation
+    path: eng/validation-*
+- config_name: fas
+  data_files:
+  - split: test
+    path: fas/test-*
+  - split: train
+    path: fas/train-*
+  - split: validation
+    path: fas/validation-*
+- config_name: fra
+  data_files:
+  - split: test
+    path: fra/test-*
+  - split: train
+    path: fra/train-*
+  - split: validation
+    path: fra/validation-*
+- config_name: hat
+  data_files:
+  - split: test
+    path: hat/test-*
+  - split: train
+    path: hat/train-*
+  - split: validation
+    path: hat/validation-*
+- config_name: hau
+  data_files:
+  - split: test
+    path: hau/test-*
+- config_name: hye
+  data_files:
+  - split: test
+    path: hye/test-*
+  - split: train
+    path: hye/train-*
+  - split: validation
+    path: hye/validation-*
+- config_name: ind
+  data_files:
+  - split: test
+    path: ind/test-*
+  - split: train
+    path: ind/train-*
+  - split: validation
+    path: ind/validation-*
+- config_name: kat
+  data_files:
+  - split: test
+    path: kat/test-*
+  - split: train
+    path: kat/train-*
+  - split: validation
+    path: kat/validation-*
+- config_name: khm
+  data_files:
+  - split: test
+    path: khm/test-*
+  - split: train
+    path: khm/train-*
+  - split: validation
+    path: khm/validation-*
+- config_name: kin
+  data_files:
+  - split: test
+    path: kin/test-*
+- config_name: kmr
+  data_files:
+  - split: test
+    path: kmr/test-*
+  - split: train
+    path: kmr/train-*
+  - split: validation
+    path: kmr/validation-*
+- config_name: kor
+  data_files:
+  - split: test
+    path: kor/test-*
+  - split: train
+    path: kor/train-*
+  - split: validation
+    path: kor/validation-*
+- config_name: lao
+  data_files:
+  - split: test
+    path: lao/test-*
+  - split: train
+    path: lao/train-*
+  - split: validation
+    path: lao/validation-*
+- config_name: mkd
+  data_files:
+  - split: test
+    path: mkd/test-*
+  - split: train
+    path: mkd/train-*
+  - split: validation
+    path: mkd/validation-*
+- config_name: mya
+  data_files:
+  - split: test
+    path: mya/test-*
+  - split: train
+    path: mya/train-*
+  - split: validation
+    path: mya/validation-*
+- config_name: nde
+  data_files:
+  - split: test
+    path: nde/test-*
+  - split: train
+    path: nde/train-*
+  - split: validation
+    path: nde/validation-*
+- config_name: por
+  data_files:
+  - split: test
+    path: por/test-*
+  - split: train
+    path: por/train-*
+  - split: validation
+    path: por/validation-*
+- config_name: prs
+  data_files:
+  - split: test
+    path: prs/test-*
+  - split: train
+    path: prs/train-*
+  - split: validation
+    path: prs/validation-*
+- config_name: pus
+  data_files:
+  - split: test
+    path: pus/test-*
+  - split: train
+    path: pus/train-*
+  - split: validation
+    path: pus/validation-*
+- config_name: rus
+  data_files:
+  - split: test
+    path: rus/test-*
+  - split: train
+    path: rus/train-*
+  - split: validation
+    path: rus/validation-*
+- config_name: sna
+  data_files:
+  - split: test
+    path: sna/test-*
+  - split: train
+    path: sna/train-*
+  - split: validation
+    path: sna/validation-*
+- config_name: som
+  data_files:
+  - split: test
+    path: som/test-*
+- config_name: spa
+  data_files:
+  - split: test
+    path: spa/test-*
+  - split: train
+    path: spa/train-*
+  - split: validation
+    path: spa/validation-*
+- config_name: sqi
+  data_files:
+  - split: test
+    path: sqi/test-*
+  - split: train
+    path: sqi/train-*
+  - split: validation
+    path: sqi/validation-*
+- config_name: srp
+  data_files:
+  - split: test
+    path: srp/test-*
+  - split: train
+    path: srp/train-*
+  - split: validation
+    path: srp/validation-*
+- config_name: swh
+  data_files:
+  - split: test
+    path: swh/test-*
+- config_name: tha
+  data_files:
+  - split: test
+    path: tha/test-*
+  - split: train
+    path: tha/train-*
+  - split: validation
+    path: tha/validation-*
+- config_name: tir
+  data_files:
+  - split: test
+    path: tir/test-*
+- config_name: tur
+  data_files:
+  - split: test
+    path: tur/test-*
+  - split: train
+    path: tur/train-*
+  - split: validation
+    path: tur/validation-*
+- config_name: ukr
+  data_files:
+  - split: test
+    path: ukr/test-*
+  - split: train
+    path: ukr/train-*
+  - split: validation
+    path: ukr/validation-*
+- config_name: urd
+  data_files:
+  - split: test
+    path: urd/test-*
+  - split: train
+    path: urd/train-*
+  - split: validation
+    path: urd/validation-*
+- config_name: uzb
+  data_files:
+  - split: test
+    path: uzb/test-*
+  - split: train
+    path: uzb/train-*
+  - split: validation
+    path: uzb/validation-*
+- config_name: vie
+  data_files:
+  - split: test
+    path: vie/test-*
+  - split: train
+    path: vie/train-*
+  - split: validation
+    path: vie/validation-*
+dataset_info:
+- config_name: amh
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 661238
+    num_examples: 154
+  download_size: 336803
+  dataset_size: 661238
+- config_name: aze
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
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+    num_examples: 811
+  - name: train
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+    num_examples: 6487
+  - name: validation
+    num_bytes: 2653949
+    num_examples: 810
+  download_size: 15117096
+  dataset_size: 27028321
+- config_name: ben
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
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+    num_examples: 715
+  download_size: 1597837
+  dataset_size: 4111932
+- config_name: bod
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
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+  - name: summary
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+  - name: text
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+  splits:
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+    num_examples: 182
+  download_size: 694122
+  dataset_size: 2423126
+- config_name: bos
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
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+  - name: summary
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+  - name: text
+    dtype: string
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+  - name: train
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+    num_examples: 11648
+  - name: validation
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+    num_examples: 1455
+  download_size: 30934781
+  dataset_size: 47160433
+- config_name: ckb
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
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+  - name: summary
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+  - name: text
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+    num_examples: 1230
+  - name: validation
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+    num_examples: 500
+  download_size: 6054129
+  dataset_size: 13817963
+- config_name: cmn_s
+  features:
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+  - name: url
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+  - name: title
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+  - name: summary
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+  - name: validation
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+    num_examples: 500
+  download_size: 4786850
+  dataset_size: 7221533
+- config_name: cmn_t
+  features:
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+  - name: url
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+  - name: summary
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+  - name: train
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+    num_examples: 2103
+  - name: validation
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+    num_examples: 500
+  download_size: 7934145
+  dataset_size: 11834052
+- config_name: ell
+  features:
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+  - name: summary
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+  splits:
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+  download_size: 1557990
+  dataset_size: 3244069
+- config_name: eng
+  features:
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+  - name: url
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+  - name: summary
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+  - name: validation
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+  download_size: 60141163
+  dataset_size: 99229871
+- config_name: fas
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+  - name: validation
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+  dataset_size: 68815194
+- config_name: fra
+  features:
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+- config_name: hat
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+  dataset_size: 3694754
+- config_name: hau
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+- config_name: kat
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+  dataset_size: 13291742
+- config_name: khm
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+- config_name: kor
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+- config_name: lao
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+- config_name: mya
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+  - name: validation
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+    num_examples: 1504
+  download_size: 30143285
+  dataset_size: 65311199
+- config_name: pus
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
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+  - name: validation
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+    num_examples: 2106
+  download_size: 40895100
+  dataset_size: 85477721
+- config_name: rus
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
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+  - name: text
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+  - name: validation
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+    num_examples: 1351
+  download_size: 48949523
+  dataset_size: 98540568
+- config_name: sna
+  features:
+  - name: id
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+  - name: url
+    dtype: string
+  - name: title
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+  - name: summary
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+    num_examples: 383
+  - name: validation
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+    num_examples: 500
+  download_size: 1814862
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+- config_name: som
+  features:
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+  - name: summary
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+  splits:
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+    num_examples: 165
+  download_size: 296666
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+- config_name: spa
+  features:
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+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
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+    num_examples: 2544
+  - name: validation
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+    num_examples: 500
+  download_size: 8521153
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+- config_name: sqi
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
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+  - name: text
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+    num_examples: 18312
+  - name: validation
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+    num_examples: 2289
+  download_size: 43393330
+  dataset_size: 75038586
+- config_name: srp
+  features:
+  - name: id
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+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
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+  splits:
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+  - name: train
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+    num_examples: 4974
+  - name: validation
+    num_bytes: 1452745
+    num_examples: 621
+  download_size: 9870510
+  dataset_size: 14886406
+- config_name: swh
+  features:
+  - name: id
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+  - name: url
+    dtype: string
+  - name: title
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+  - name: summary
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+  splits:
+  - name: test
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+    num_examples: 588
+  download_size: 863092
+  dataset_size: 1489689
+- config_name: tha
+  features:
+  - name: id
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+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
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+    num_examples: 500
+  - name: train
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+    num_examples: 2278
+  - name: validation
+    num_bytes: 3256105
+    num_examples: 500
+  download_size: 8255931
+  dataset_size: 21404544
+- config_name: tir
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 438551
+    num_examples: 115
+  download_size: 219906
+  dataset_size: 438551
+- config_name: tur
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
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+    num_examples: 3584
+  - name: train
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+    num_examples: 28672
+  - name: validation
+    num_bytes: 13819996
+    num_examples: 3583
+  download_size: 78743945
+  dataset_size: 138385784
+- config_name: ukr
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 4045975
+    num_examples: 723
+  - name: train
+    num_bytes: 32769694
+    num_examples: 5784
+  - name: validation
+    num_bytes: 4132715
+    num_examples: 722
+  download_size: 20683201
+  dataset_size: 40948384
+- config_name: urd
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 7782956
+    num_examples: 1356
+  - name: train
+    num_bytes: 61945678
+    num_examples: 10847
+  - name: validation
+    num_bytes: 7593839
+    num_examples: 1355
+  download_size: 36101540
+  dataset_size: 77322473
+- config_name: uzb
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 4017107
+    num_examples: 1196
+  - name: train
+    num_bytes: 31443934
+    num_examples: 9568
+  - name: validation
+    num_bytes: 3885183
+    num_examples: 1195
+  download_size: 23009414
+  dataset_size: 39346224
+- config_name: vie
+  features:
+  - name: id
+    dtype: string
+  - name: url
+    dtype: string
+  - name: title
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 7154851
+    num_examples: 1460
+  - name: train
+    num_bytes: 58121650
+    num_examples: 11676
+  - name: validation
+    num_bytes: 7359957
+    num_examples: 1459
+  download_size: 37719297
+  dataset_size: 72636458
 ---
 # Dataset Card for LR-Sum
 
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diff --git a/lr-sum.py b/lr-sum.py
deleted file mode 100644
index 86f4d476ee2776876f0b53e9bc47ec406c6d5af7..0000000000000000000000000000000000000000
--- a/lr-sum.py
+++ /dev/null
@@ -1,160 +0,0 @@
-"""LR-Sum summarization dataset"""
-
-import json
-import os
-
-import datasets
-
-_CITATION = """\
-@inproceedings{palen-michel-lignos-2023-lr,
-    title = "{LR}-Sum: Summarization for Less-Resourced Languages",
-    author = "Palen-Michel, Chester  and
-      Lignos, Constantine",
-    booktitle = "Findings of the Association for Computational Linguistics: ACL 2023",
-    month = jul,
-    year = "2023",
-    address = "Toronto, Canada",
-    publisher = "Association for Computational Linguistics",
-    url = "https://aclanthology.org/2023.findings-acl.427",
-    doi = "10.18653/v1/2023.findings-acl.427",
-    pages = "6829--6844",
-    abstract = "We introduce LR-Sum, a new permissively-licensed dataset created with the goal of enabling further research in automatic summarization for less-resourced languages.LR-Sum contains human-written summaries for 40 languages, many of which are less-resourced. We describe our process for extracting and filtering the dataset from the Multilingual Open Text corpus (Palen-Michel et al., 2022).The source data is public domain newswire collected from from Voice of America websites, and LR-Sum is released under a Creative Commons license (CC BY 4.0), making it one of the most openly-licensed multilingual summarization datasets. We describe abstractive and extractive summarization experiments to establish baselines and discuss the limitations of this dataset.",
-}
-"""
-
-_DESCRIPTION = """\
-We introduce LR-Sum, a new permissively-licensed dataset created with the goal of enabling further research in automatic summarization for less-resourced languages. 
-LR-Sum contains human-written summaries for 40 languages, many of which are less-resourced. 
-We describe our process for extracting and filtering the dataset from the Multilingual Open Text corpus (Palen-Michel et al., 2022).
-The source data is public domain newswire collected from from Voice of America websites, and LR-Sum is released under a Creative Commons license (CC BY 4.0), making it one of the most openly-licensed multilingual summarization datasets. 
-We describe abstractive and extractive summarization experiments to establish baselines and discuss the limitations of this dataset.
-"""
-
-_HOMEPAGE = "https://github.com/bltlab"
-
-_LICENSE = "Creative Commons Attribution 4.0 International (CC-BY 4.0)"
-
-_URL = "https://huggingface.co/datasets/bltlab/lr-sum/resolve/main/data/{}.tar.bz2"
-
-_LANGUAGES = [
-    "amh",
-    "aze",
-    "ben",
-    "bod",
-    "bos",
-    "ckb",
-    "cmn_t",
-    "cmn_s",
-    "ell",
-    "eng",
-    "fas",
-    "fra",
-    "hat",
-    "hau",
-    "hye",
-    "ind",
-    "kat",
-    "khm",
-    "kin",
-    "kor",
-    "kmr",
-    "lao",
-    "mkd",
-    "mya",
-    "nde",
-    "por",
-    "prs",
-    "pus",
-    "rus",
-    "sna",
-    "som",
-    "spa",
-    "sqi",
-    "srp",
-    "swh",
-    "tha",
-    "tir",
-    "tur",
-    "ukr",
-    "urd",
-    "uzb",
-    "vie",
-]
-
-
-class Lrsum(datasets.GeneratorBasedBuilder):
-    VERSION = datasets.Version("1.0.0")
-
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name="{}".format(lang),
-            version=datasets.Version("1.0.0")
-        )
-        for lang in _LANGUAGES
-    ]
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "id": datasets.Value("string"),
-                    "url": datasets.Value("string"),
-                    "title": datasets.Value("string"),
-                    "summary": datasets.Value("string"),
-                    "text": datasets.Value("string"),
-                }
-            ),
-            supervised_keys=None,
-            homepage=_HOMEPAGE,
-            citation=_CITATION,
-            license=_LICENSE,
-            version=self.VERSION,
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        lang = str(self.config.name)
-        url = _URL.format(lang)
-
-        data_dir = dl_manager.download_and_extract(url)
-        ret = [
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={
-                    "filepath": os.path.join(data_dir, lang, lang + "_test.jsonl"),
-                },
-            )
-        ]
-        if os.path.exists(os.path.join(data_dir, lang,  lang + "_train.jsonl")):
-            ret.append(datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "filepath": os.path.join(data_dir, lang, lang + "_train.jsonl"),
-                },
-            )
-            )
-        if os.path.exists(os.path.join(data_dir, lang,  lang + "_val.jsonl")):
-            ret.append(
-                datasets.SplitGenerator(
-                    name=datasets.Split.VALIDATION,
-                    gen_kwargs={
-                        "filepath": os.path.join(data_dir, lang, lang + "_val.jsonl"),
-                    },
-                )
-            )
-
-        return ret
-
-    def _generate_examples(self, filepath):
-        """Yields examples as (key, example) tuples."""
-        with open(filepath, encoding="utf-8") as f:
-            for idx_, row in enumerate(f):
-                data = json.loads(row)
-                yield idx_, {
-                    "id": data["id_"],
-                    "url": data["url"],
-                    "title": data["title"],
-                    "summary": data["summary"],
-                    "text": data["text"],
-                }
\ No newline at end of file
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