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Fix minor details in dataset card

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  1. README.md +24 -13
README.md CHANGED
@@ -788,7 +788,18 @@ config_names:
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  ### Dataset Summary
790
 
791
- XGLUE is a new benchmark dataset to evaluate the performance of cross-lingual pre-trained models with respect to cross-lingual natural language understanding and generation.
 
 
 
 
 
 
 
 
 
 
 
792
 
793
  The training data of each task is in English while the validation and test data is present in multiple different languages.
794
  The following table shows which languages are present as validation and test data for each config.
@@ -800,7 +811,7 @@ Therefore, for each config, a cross-lingual pre-trained model should be fine-tun
800
  ### Supported Tasks and Leaderboards
801
 
802
  The XGLUE leaderboard can be found on the [homepage](https://microsoft.github.io/XGLUE/) and
803
- consits of a XGLUE-Understanding Score (the average of the tasks `ner`, `pos`, `mlqa`, `nc`, `xnli`, `paws-x`, `qadsm`, `wpr`, `qam`) and a XGLUE-Generation Score (the average of the tasks `qg`, `ntg`).
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  ### Languages
806
 
@@ -827,7 +838,7 @@ For each task, the "validation" and "test" splits are present in these languages
827
 
828
  An example of 'test.nl' looks as follows.
829
 
830
- ```
831
  {
832
  "ner": [
833
  "O",
@@ -884,7 +895,7 @@ An example of 'test.nl' looks as follows.
884
 
885
  An example of 'test.fr' looks as follows.
886
 
887
- ```
888
  {
889
  "pos": [
890
  "PRON",
@@ -955,7 +966,7 @@ An example of 'test.fr' looks as follows.
955
 
956
  An example of 'test.hi' looks as follows.
957
 
958
- ```
959
  {
960
  "answers": {
961
  "answer_start": [
@@ -974,7 +985,7 @@ An example of 'test.hi' looks as follows.
974
 
975
  An example of 'test.es' looks as follows.
976
 
977
- ```
978
  {
979
  "news_body": "El bizcocho es seguramente el producto m\u00e1s b\u00e1sico y sencillo de toda la reposter\u00eda : consiste en poco m\u00e1s que mezclar unos cuantos ingredientes, meterlos al horno y esperar a que se hagan. Por obra y gracia del impulsor qu\u00edmico, tambi\u00e9n conocido como \"levadura de tipo Royal\", despu\u00e9s de un rato de calorcito esta combinaci\u00f3n de harina, az\u00facar, huevo, grasa -aceite o mantequilla- y l\u00e1cteo se transforma en uno de los productos m\u00e1s deliciosos que existen para desayunar o merendar . Por muy manazas que seas, es m\u00e1s que probable que tu bizcocho casero supere en calidad a cualquier infamia industrial envasada. Para lograr un bizcocho digno de admiraci\u00f3n s\u00f3lo tienes que respetar unas pocas normas que afectan a los ingredientes, proporciones, mezclado, horneado y desmoldado. Todas las tienes resumidas en unos dos minutos el v\u00eddeo de arriba, en el que adem \u00e1s aprender\u00e1s alg\u00fan truquillo para que tu bizcochaco quede m\u00e1s fino, jugoso, esponjoso y amoroso. M\u00e1s en MSN:",
980
  "news_category": "foodanddrink",
@@ -986,7 +997,7 @@ An example of 'test.es' looks as follows.
986
 
987
  An example of 'validation.th' looks as follows.
988
 
989
- ```
990
  {
991
  "hypothesis": "\u0e40\u0e02\u0e32\u0e42\u0e17\u0e23\u0e2b\u0e32\u0e40\u0e40\u0e21\u0e48\u0e02\u0e2d\u0e07\u0e40\u0e02\u0e32\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e23\u0e27\u0e14\u0e40\u0e23\u0e47\u0e27\u0e2b\u0e25\u0e31\u0e07\u0e08\u0e32\u0e01\u0e17\u0e35\u0e48\u0e23\u0e16\u0e42\u0e23\u0e07\u0e40\u0e23\u0e35\u0e22\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e02\u0e32\u0e40\u0e40\u0e25\u0e49\u0e27",
992
  "label": 1,
@@ -998,7 +1009,7 @@ An example of 'validation.th' looks as follows.
998
 
999
  An example of 'test.es' looks as follows.
1000
 
1001
- ```
1002
  {
1003
  "label": 1,
1004
  "sentence1": "La excepci\u00f3n fue entre fines de 2005 y 2009 cuando jug\u00f3 en Suecia con Carlstad United BK, Serbia con FK Borac \u010ca\u010dak y el FC Terek Grozny de Rusia.",
@@ -1010,7 +1021,7 @@ An example of 'test.es' looks as follows.
1010
 
1011
  An example of 'train' looks as follows.
1012
 
1013
- ```
1014
  {
1015
  "ad_description": "Your New England Cruise Awaits! Holland America Line Official Site.",
1016
  "ad_title": "New England Cruises",
@@ -1023,7 +1034,7 @@ An example of 'train' looks as follows.
1023
 
1024
  An example of 'test.zh' looks as follows.
1025
 
1026
- ```
1027
  {
1028
  "query": "maxpro\u5b98\u7f51",
1029
  "relavance_label": 0,
@@ -1036,7 +1047,7 @@ An example of 'test.zh' looks as follows.
1036
 
1037
  An example of 'validation.en' looks as follows.
1038
 
1039
- ```
1040
  {
1041
  "annswer": "Erikson has stated that after the last novel of the Malazan Book of the Fallen was finished, he and Esslemont would write a comprehensive guide tentatively named The Encyclopaedia Malazica.",
1042
  "label": 0,
@@ -1048,7 +1059,7 @@ An example of 'validation.en' looks as follows.
1048
 
1049
  An example of 'test.de' looks as follows.
1050
 
1051
- ```
1052
  {
1053
  "answer_passage": "Medien bei WhatsApp automatisch speichern. Tippen Sie oben rechts unter WhatsApp auf die drei Punkte oder auf die Men\u00fc-Taste Ihres Smartphones. Dort wechseln Sie in die \"Einstellungen\" und von hier aus weiter zu den \"Chat-Einstellungen\". Unter dem Punkt \"Medien Auto-Download\" k\u00f6nnen Sie festlegen, wann die WhatsApp-Bilder heruntergeladen werden sollen.",
1054
  "question": "speichenn von whats app bilder unterbinden"
@@ -1059,7 +1070,7 @@ An example of 'test.de' looks as follows.
1059
 
1060
  An example of 'test.en' looks as follows.
1061
 
1062
- ```
1063
  {
1064
  "news_body": "Check out this vintage Willys Pickup! As they say, the devil is in the details, and it's not every day you see such attention paid to every last area of a restoration like with this 1961 Willys Pickup . Already the Pickup has a unique look that shares some styling with the Jeep, plus some original touches you don't get anywhere else. It's a classy way to show up to any event, all thanks to Hollywood Motors . A burgundy paint job contrasts with white lower panels and the roof. Plenty of tasteful chrome details grace the exterior, including the bumpers, headlight bezels, crossmembers on the grille, hood latches, taillight bezels, exhaust finisher, tailgate hinges, etc. Steel wheels painted white and chrome hubs are a tasteful addition. Beautiful oak side steps and bed strips add a touch of craftsmanship to this ride. This truck is of real showroom quality, thanks to the astoundingly detailed restoration work performed on it, making this Willys Pickup a fierce contender for best of show. Under that beautiful hood is a 225 Buick V6 engine mated to a three-speed manual transmission, so you enjoy an ideal level of control. Four wheel drive is functional, making it that much more utilitarian and downright cool. The tires are new, so you can enjoy a lot of life out of them, while the wheels and hubs are in great condition. Just in case, a fifth wheel with a tire and a side mount are included. Just as important, this Pickup runs smoothly, so you can go cruising or even hit the open road if you're interested in participating in some classic rallies. You might associate Willys with the famous Jeep CJ, but the automaker did produce a fair amount of trucks. The Pickup is quite the unique example, thanks to distinct styling that really turns heads, making it a favorite at quite a few shows. Source: Hollywood Motors Check These Rides Out Too: Fear No Trails With These Off-Roaders 1965 Pontiac GTO: American Icon For Sale In Canada Low-Mileage 1955 Chevy 3100 Represents Turn In Pickup Market",
1065
  "news_title": "This 1961 Willys Pickup Will Let You Cruise In Style"
 
788
 
789
  ### Dataset Summary
790
 
791
+ XGLUE is a new benchmark dataset to evaluate the performance of cross-lingual pre-trained models with respect to
792
+ cross-lingual natural language understanding and generation.
793
+
794
+ XGLUE is composed of 11 tasks spans 19 languages. For each task, the training data is only available in English.
795
+ This means that to succeed at XGLUE, a model must have a strong zero-shot cross-lingual transfer capability to learn
796
+ from the English data of a specific task and transfer what it learned to other languages. Comparing to its concurrent
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+ work XTREME, XGLUE has two characteristics: First, it includes cross-lingual NLU and cross-lingual NLG tasks at the
798
+ same time; Second, besides including 5 existing cross-lingual tasks (i.e. NER, POS, MLQA, PAWS-X and XNLI), XGLUE
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+ selects 6 new tasks from Bing scenarios as well, including News Classification (NC), Query-Ad Matching (QADSM),
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+ Web Page Ranking (WPR), QA Matching (QAM), Question Generation (QG) and News Title Generation (NTG). Such diversities
801
+ of languages, tasks and task origin provide a comprehensive benchmark for quantifying the quality of a pre-trained
802
+ model on cross-lingual natural language understanding and generation.
803
 
804
  The training data of each task is in English while the validation and test data is present in multiple different languages.
805
  The following table shows which languages are present as validation and test data for each config.
 
811
  ### Supported Tasks and Leaderboards
812
 
813
  The XGLUE leaderboard can be found on the [homepage](https://microsoft.github.io/XGLUE/) and
814
+ consists of a XGLUE-Understanding Score (the average of the tasks `ner`, `pos`, `mlqa`, `nc`, `xnli`, `paws-x`, `qadsm`, `wpr`, `qam`) and a XGLUE-Generation Score (the average of the tasks `qg`, `ntg`).
815
 
816
  ### Languages
817
 
 
838
 
839
  An example of 'test.nl' looks as follows.
840
 
841
+ ```json
842
  {
843
  "ner": [
844
  "O",
 
895
 
896
  An example of 'test.fr' looks as follows.
897
 
898
+ ```json
899
  {
900
  "pos": [
901
  "PRON",
 
966
 
967
  An example of 'test.hi' looks as follows.
968
 
969
+ ```json
970
  {
971
  "answers": {
972
  "answer_start": [
 
985
 
986
  An example of 'test.es' looks as follows.
987
 
988
+ ```json
989
  {
990
  "news_body": "El bizcocho es seguramente el producto m\u00e1s b\u00e1sico y sencillo de toda la reposter\u00eda : consiste en poco m\u00e1s que mezclar unos cuantos ingredientes, meterlos al horno y esperar a que se hagan. Por obra y gracia del impulsor qu\u00edmico, tambi\u00e9n conocido como \"levadura de tipo Royal\", despu\u00e9s de un rato de calorcito esta combinaci\u00f3n de harina, az\u00facar, huevo, grasa -aceite o mantequilla- y l\u00e1cteo se transforma en uno de los productos m\u00e1s deliciosos que existen para desayunar o merendar . Por muy manazas que seas, es m\u00e1s que probable que tu bizcocho casero supere en calidad a cualquier infamia industrial envasada. Para lograr un bizcocho digno de admiraci\u00f3n s\u00f3lo tienes que respetar unas pocas normas que afectan a los ingredientes, proporciones, mezclado, horneado y desmoldado. Todas las tienes resumidas en unos dos minutos el v\u00eddeo de arriba, en el que adem \u00e1s aprender\u00e1s alg\u00fan truquillo para que tu bizcochaco quede m\u00e1s fino, jugoso, esponjoso y amoroso. M\u00e1s en MSN:",
991
  "news_category": "foodanddrink",
 
997
 
998
  An example of 'validation.th' looks as follows.
999
 
1000
+ ```json
1001
  {
1002
  "hypothesis": "\u0e40\u0e02\u0e32\u0e42\u0e17\u0e23\u0e2b\u0e32\u0e40\u0e40\u0e21\u0e48\u0e02\u0e2d\u0e07\u0e40\u0e02\u0e32\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e23\u0e27\u0e14\u0e40\u0e23\u0e47\u0e27\u0e2b\u0e25\u0e31\u0e07\u0e08\u0e32\u0e01\u0e17\u0e35\u0e48\u0e23\u0e16\u0e42\u0e23\u0e07\u0e40\u0e23\u0e35\u0e22\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e02\u0e32\u0e40\u0e40\u0e25\u0e49\u0e27",
1003
  "label": 1,
 
1009
 
1010
  An example of 'test.es' looks as follows.
1011
 
1012
+ ```json
1013
  {
1014
  "label": 1,
1015
  "sentence1": "La excepci\u00f3n fue entre fines de 2005 y 2009 cuando jug\u00f3 en Suecia con Carlstad United BK, Serbia con FK Borac \u010ca\u010dak y el FC Terek Grozny de Rusia.",
 
1021
 
1022
  An example of 'train' looks as follows.
1023
 
1024
+ ```json
1025
  {
1026
  "ad_description": "Your New England Cruise Awaits! Holland America Line Official Site.",
1027
  "ad_title": "New England Cruises",
 
1034
 
1035
  An example of 'test.zh' looks as follows.
1036
 
1037
+ ```json
1038
  {
1039
  "query": "maxpro\u5b98\u7f51",
1040
  "relavance_label": 0,
 
1047
 
1048
  An example of 'validation.en' looks as follows.
1049
 
1050
+ ```json
1051
  {
1052
  "annswer": "Erikson has stated that after the last novel of the Malazan Book of the Fallen was finished, he and Esslemont would write a comprehensive guide tentatively named The Encyclopaedia Malazica.",
1053
  "label": 0,
 
1059
 
1060
  An example of 'test.de' looks as follows.
1061
 
1062
+ ```json
1063
  {
1064
  "answer_passage": "Medien bei WhatsApp automatisch speichern. Tippen Sie oben rechts unter WhatsApp auf die drei Punkte oder auf die Men\u00fc-Taste Ihres Smartphones. Dort wechseln Sie in die \"Einstellungen\" und von hier aus weiter zu den \"Chat-Einstellungen\". Unter dem Punkt \"Medien Auto-Download\" k\u00f6nnen Sie festlegen, wann die WhatsApp-Bilder heruntergeladen werden sollen.",
1065
  "question": "speichenn von whats app bilder unterbinden"
 
1070
 
1071
  An example of 'test.en' looks as follows.
1072
 
1073
+ ```json
1074
  {
1075
  "news_body": "Check out this vintage Willys Pickup! As they say, the devil is in the details, and it's not every day you see such attention paid to every last area of a restoration like with this 1961 Willys Pickup . Already the Pickup has a unique look that shares some styling with the Jeep, plus some original touches you don't get anywhere else. It's a classy way to show up to any event, all thanks to Hollywood Motors . A burgundy paint job contrasts with white lower panels and the roof. Plenty of tasteful chrome details grace the exterior, including the bumpers, headlight bezels, crossmembers on the grille, hood latches, taillight bezels, exhaust finisher, tailgate hinges, etc. Steel wheels painted white and chrome hubs are a tasteful addition. Beautiful oak side steps and bed strips add a touch of craftsmanship to this ride. This truck is of real showroom quality, thanks to the astoundingly detailed restoration work performed on it, making this Willys Pickup a fierce contender for best of show. Under that beautiful hood is a 225 Buick V6 engine mated to a three-speed manual transmission, so you enjoy an ideal level of control. Four wheel drive is functional, making it that much more utilitarian and downright cool. The tires are new, so you can enjoy a lot of life out of them, while the wheels and hubs are in great condition. Just in case, a fifth wheel with a tire and a side mount are included. Just as important, this Pickup runs smoothly, so you can go cruising or even hit the open road if you're interested in participating in some classic rallies. You might associate Willys with the famous Jeep CJ, but the automaker did produce a fair amount of trucks. The Pickup is quite the unique example, thanks to distinct styling that really turns heads, making it a favorite at quite a few shows. Source: Hollywood Motors Check These Rides Out Too: Fear No Trails With These Off-Roaders 1965 Pontiac GTO: American Icon For Sale In Canada Low-Mileage 1955 Chevy 3100 Represents Turn In Pickup Market",
1076
  "news_title": "This 1961 Willys Pickup Will Let You Cruise In Style"