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CrossNER_AI/README.md

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+# README
+
+# Dataset Card para CrossNER(AI)-OOD Datasets.
+
+## Dados Gerais
+
+- **Nome:** CrossNER(AI)
+- **Página WEB:** https://huggingface.co/datasets/DFKI-SLT/cross_ner,
+- **Repositório:**https://huggingface.co/datasets/DFKI-SLT/cross_ner
+- **Artigo:** https://arxiv.org/abs/2012.04373
+- **Licença:** Nao encontrado
+
+## Resumo
+
+O grupo de Datasets OOD (Out-of-Domain) é composto por 7 datasets: CrossNER(AI,Literature,Music,Politics,Science) e MIT (Movie,Restaurant). A estrutura deles é semelhante, portanto foi adotado o AI para descrição sobre dataset deste grupo. O uso principal é NER. O idioma é inglês. O domínio é IA.
+
+
+## Utilização Pretendida
+
+NER.
+
+## Idiomas
+
+Inglês.
+
+## Criação
+
+URL:https://huggingface.co/datasets/DFKI-SLT/cross_ner
+
+Uso da datasets.load_dataset para carregamento dos dados.
+
+## Estrutura
+
+### Amostras
+
+Um exemplo de amostra do dataset:
+
+```json
+{
+  "id": "5",
+  "tokens": [ "A", "frame", "language", "is", "a", "technology", "used", "for", "knowledge", "representation", "in", "artificial", "intelligence", "." ],
+  "ner_tags": [ 0, 0, 0, 0, 0, 0, 0, 0, 71, 72, 0, 31, 32, 0 ]
+}
+
+```
+
+### Campos dos Dados
+
+Deste dataset, são utilizados os campos:
+- [id]: [Índice da entrada]
+- [tokens]: [Corresponde ao texto de entrada tokenizado]
+- [ner_tags]: [Corresponde aos tipos de entidades]
+
+### Divisão dos Dados
+
+Os dados são divididos em treinamento, validação e teste. Foi utilizada a partição de teste, que apresenta 431 instâncias. 

CrossNER_AI/labels.json

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+["algorithm", "conference", "else", "product", "task", "field", "metrics", "organization", "researcher", "program language", "country", "location", "person", "university"]

CrossNER_AI/train.json

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+[{"sentence": "Popular approaches of opinion-based recommender system utilize various techniques including text mining , information retrieval , sentiment analysis ( see also Multimodal sentiment analysis ) and deep learning X.Y. Feng , H. Zhang , Y.J. Ren , P.H. Shang , Y. Zhu , Y.C. Liang , R.C. Guan , D. Xu , ( 2019 ) , , 21 ( 5 ) : e12957 .", "entities": [{"name": "opinion-based recommender system", "type": "product", "pos": [22, 54]}, {"name": "text mining", "type": "field", "pos": [92, 103]}, {"name": "information retrieval", "type": "task", "pos": [106, 127]}, {"name": "sentiment analysis", "type": "task", "pos": [130, 148]}, {"name": "Multimodal sentiment analysis", "type": "task", "pos": [160, 189]}, {"name": "deep learning", "type": "field", "pos": [196, 209]}, {"name": "X.Y. Feng", "type": "researcher", "pos": [210, 219]}, {"name": "H. Zhang", "type": "researcher", "pos": [222, 230]}, {"name": "Y.J. Ren", "type": "researcher", "pos": [233, 241]}, {"name": "P.H. 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CrossNER_literature/labels.json

@@ -0,0 +1 @@
+["person", "country", "writer", "else", "book", "award", "literary genre", "poem", "location", "magazine", "event", "organization"]

CrossNER_literature/train.json

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CrossNER_music/labels.json

@@ -0,0 +1 @@
+["location", "event", "country", "band", "person", "song", "musical artist", "music genre", "else", "album", "organization", "award", "musical instrument"]

CrossNER_music/train.json

@@ -0,0 +1 @@
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Routledge , 2002 The band was renamed Rocket Baby Dolls and adopted a Gothic rock - Glam rock image .", "entities": [{"name": "popular music", "type": "music genre", "pos": [28, 41]}, {"name": "Rocket Baby Dolls", "type": "band", "pos": [97, 114]}, {"name": "Gothic rock", "type": "music genre", "pos": [129, 140]}, {"name": "Glam rock", "type": "music genre", "pos": [143, 152]}]}, {"sentence": "In September 2007 , Boney M. ' s last four original albums , Boonoonoonoos , Ten Thousand Lightyears , Kalimba de Luna - 16 Happy Songs and Eye Dance were reissued on compact disc in Europe and the United States , all including bonus tracks .", "entities": [{"name": "Boney M.", "type": "band", "pos": [20, 28]}, {"name": "Boonoonoonoos", "type": "album", "pos": [61, 74]}, {"name": "Ten Thousand Lightyears", "type": "album", "pos": [77, 100]}, {"name": "Kalimba de Luna - 16 Happy Songs", "type": "album", "pos": [103, 135]}, {"name": "Eye Dance", "type": "album", "pos": [140, 149]}, {"name": "compact disc", "type": "else", "pos": [167, 179]}, {"name": "Europe", "type": "location", "pos": [183, 189]}, {"name": "United States", "type": "country", "pos": [198, 211]}, {"name": "bonus tracks", "type": "else", "pos": [228, 240]}]}, {"sentence": "Despite the appeal of the Nashville sound , many traditional country artists emerged during this period and dominated the genre : Loretta Lynn , Merle Haggard , Buck Owens , Porter Wagoner , George Jones , and Sonny James among them .", "entities": [{"name": "the Nashville sound", "type": "music genre", "pos": [22, 41]}, {"name": "Loretta Lynn", "type": "musical artist", "pos": [130, 142]}, {"name": "Merle Haggard", "type": "musical artist", "pos": [145, 158]}, {"name": "Buck Owens", "type": "musical artist", "pos": [161, 171]}, {"name": "Porter Wagoner", "type": "musical artist", "pos": [174, 188]}, {"name": "George Jones", "type": "musical artist", "pos": [191, 203]}, {"name": "Sonny James", "type": "musical artist", "pos": [210, 221]}]}, {"sentence": "Christian alternative music has its roots in the early 1980s , as the earliest efforts at Christian punk and new wave were recorded by artists like Andy McCarroll and Moral Support , Undercover , the 77s , Steve Scott , Adam Again , Quickflight , Daniel Amos , Youth Choir ( later renamed the Choir ) , Lifesavers Underground , Michael Knott , the Prayer Chain , Altar Boys , Breakfast with Amy , Steve Taylor , 4-4-1 , David Edwards and Vector .", "entities": [{"name": "Christian alternative music", "type": "music genre", "pos": [0, 27]}, {"name": "Christian punk", "type": "music genre", "pos": [90, 104]}, {"name": "new wave", "type": "music genre", "pos": [109, 117]}, {"name": "Andy McCarroll", "type": "band", "pos": [148, 162]}, {"name": "Moral Support", "type": "band", "pos": [167, 180]}, {"name": "Undercover", "type": "band", "pos": [183, 193]}, {"name": "the 77s", "type": "band", "pos": [196, 203]}, {"name": "Steve Scott", "type": "musical artist", "pos": [206, 217]}, {"name": "Adam Again", "type": "band", "pos": [220, 230]}, {"name": "Quickflight", "type": "band", "pos": [233, 244]}, {"name": "Daniel Amos", "type": "band", "pos": [247, 258]}, {"name": "Youth Choir", "type": "band", "pos": [261, 272]}, {"name": "the Choir", "type": "band", "pos": [289, 298]}, {"name": "Lifesavers Underground", "type": "band", "pos": [303, 325]}, {"name": "Michael Knott", "type": "musical artist", "pos": [328, 341]}, {"name": "the Prayer Chain", "type": "band", "pos": [344, 360]}, {"name": "Altar Boys", "type": "band", "pos": [363, 373]}, {"name": "Breakfast with Amy", "type": "band", "pos": [376, 394]}, {"name": "Steve Taylor", "type": "musical artist", "pos": [397, 409]}, {"name": "4-4-1", "type": "band", "pos": [412, 417]}, {"name": "David Edwards", "type": "musical artist", "pos": [420, 433]}, {"name": "Vector", "type": "musical artist", "pos": [438, 444]}]}, {"sentence": "He has won numerous accolades for his work , including an Academy Award for Best Adapted Screenplay , a Student Academy Award , a BAFTA Award for Best Adapted Screenplay , two Emmy Awards , two Peabody Award s , and the Cannes Grand Prix .", "entities": [{"name": "Academy Award for Best Adapted Screenplay", "type": "award", "pos": [58, 99]}, {"name": "Student Academy Award", "type": "award", "pos": [104, 125]}, {"name": "BAFTA Award for Best Adapted Screenplay", "type": "award", "pos": [130, 169]}, {"name": "Emmy Awards", "type": "award", "pos": [176, 187]}, {"name": "Peabody Award", "type": "award", "pos": [194, 207]}, {"name": "Cannes Grand Prix", "type": "award", "pos": [220, 237]}]}, {"sentence": "The mid 2000s , especially the United Kingdom and the rest of Europe , saw the continued longevity of nineties boy bands such as Backstreet Boys and Westlife ( before they disbanded in 2012 ) , and the successful comeback of Take That in 2005 , Boyzone in 2007 , and New Kids on the Block in 2008 .", "entities": [{"name": "United Kingdom", "type": "country", "pos": [31, 45]}, {"name": "Europe", "type": "location", "pos": [62, 68]}, {"name": "Backstreet Boys", "type": "band", "pos": [129, 144]}, {"name": "Westlife", "type": "band", "pos": [149, 157]}, {"name": "Take That", "type": "band", "pos": [225, 234]}, {"name": "Boyzone", "type": "band", "pos": [245, 252]}, {"name": "New Kids on the Block", "type": "band", "pos": [267, 288]}]}]

CrossNER_politics/labels.json

@@ -0,0 +1 @@
+["election", "else", "political party", "organization", "politician", "person", "event", "country", "location"]

CrossNER_science/labels.json

@@ -0,0 +1 @@
+["chemical compound", "scientist", "location", "astronomical object", "else", "protein", "person", "university", "theory", "enzyme", "organization", "award", "country", "event", "discipline", "chemical element", "academic journal"]

mit-movie/labels.json

@@ -0,0 +1 @@
+["genre", "year", "plot", "average ratings", "actor", "title", "song", "character", "rating", "review", "director", "trailer"] 

mit-restaurant/labels.json

@@ -0,0 +1 @@
+["Rating", "Location", "Amenity", "Cuisine", "Hours", "Price", "Dish", "Restaurant Name"]