tokens
sequence
ner_tags
sequence
lang
stringclasses
10 values
[ "2002", "ging", "er", "ins", "Ausland", "und", "wechselte", "für", "750.000", "Pfund", "Sterling", "zu", "Manchester", "City", "." ]
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[ "Die", "Provinzhauptstadt", "Burgos", "ist", "knapp", "80", "km", "(", "Fahrtstrecke", ")", "in", "nordwestlicher", "Richtung", "entfernt", ";", "die", "Stadt", "Aranda", "de", "Duero", "befindet", "sich", "ca.", "26", "km", "südwestlich", "." ]
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[ "in", "Großbritannien", "und", "den", "USA", "." ]
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[ "Die", "Blätter", "des", "Huflattichs", "sind", "leicht", "mit", "den", "sehr", "ähnlichen", "Blättern", "der", "Weißen", "Pestwurz", "(", "\"", "Petasites", "albus", "\"", ")", "zu", "verwechseln", "." ]
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[ "Tilman", "Spengler", "habe", "dazu", "bemerkt", ":", "Das", "heutige", "Schweigen", "der", "Fachleute", "sei", "doch", "immerhin", "ein", "guter", "Kontrast", "zu", "der", "Beweihräucherung", "des", "Maoismus", "seinerzeit", "." ]
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[ "In", "der", "Schweiz", "bietet", "smartvote", "seine", "Dienste", "seit", "2003", "an", ";", "seit", "2005", "in", "Zusammenarbeit", "mit", "lokalen", "Partnern", "auch", "in", "anderen", "Ländern", "(", "z", "." ]
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[ "Traditionell", "verwendet", "man", "die", "Rebsorten", "Cinsault", ",", "Carignan", ",", "Grenache", ",", "Ugni", "Blanc", "und", "Syrah", "." ]
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[ "Der", "Hauptsitz", "liegt", "in", "Maastricht", "." ]
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[ "Der", "Huflattich", "gehört", "nicht", "zur", "Gattung", "der", "echten", "Lattiche", "(", "\"", "Lactuca", "\"", ")", ",", "deren", "Name", "vom", "hohen", "Gehalt", "dieser", "Pflanzen", "an", "Milchsaft", "(", "lateinisch", "\"", "lac", "\"", "„", "Milch", "“", ")", "herrührt", "." ]
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[ "Der", "Verwaltungssitz", "(", "County", "Seat", ")", "ist", "Madera", "." ]
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[ "Weitere", "Rollen", "übernahmen", "Tilda", "Swinton", ",", "Brian", "Cox", "und", "Maggie", "Gyllenhaal", "." ]
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[ "Auch", "Wasserschnecken", "und", "kleinere", "Muscheln", ",", "insbesondere", "die", "Wandermuschel", ",", "machen", "einen", "gewissen", "Teil", "ihres", "Nahrungsspektrums", "aus", "." ]
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[ "Zum", "anderen", "wird", "in", "jüngerer", "Zeit", "von", "Historikern", "wie", "Ute", "Daniel", ",", "Barbara", "Stollberg", "-", "Rilinger", "oder", "Thomas", "Mergel", "ein", "Kulturgeschichtsbegriff", "vertreten", ",", "der", "sich", "nicht", "auf", "bestimmte", "Gegenstände", "bezieht", "." ]
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[ "Nach", "dem", "\"", "law", "of", "effect", "\"", "(", "Gesetz", "der", "(", "Aus", ")", "-", "Wirkung", ")", "von", "Edward", "Lee", "Thorndike", "neigen", "Spieler", "beim", "Gewinn", "eher", "dazu", "in", "der", "nächsten", "Runde", "bei", "der", "gewählten", "Spielfigur", "zu", "bleiben", "." ]
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[ "Dort", "konnte", "er", "sich", "auch", "für", "ein", "Engagement", "beim", "Erstligisten", "Lazio", "Rom", "empfehlen", ",", "wo", "er", "seit", "Sommer", "2005", "unter", "Vertrag", "stand", "." ]
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[ "Sie", "absolvierte", "eine", "Ausbildung", "als", "Illustratorin", "und", "Buchkünstlerin", "und", "besuchte", "Kunsthochschulen", "in", "Stockholm", "und", "London", "und", "arbeitete", "als", "Grafikerin", "in", "Verlagen", "." ]
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[ "Juli", "1970", "im", "Verein", "und", "war", "seit", "1985", "unter", "Otto", "Rehhagel", ",", "Dixie", "Dörner", ",", "Felix", "Magath", ",", "Wolfgang", "Sidka", "und", "Thomas", "Schaaf", "als", "Co", "-", "Trainer", "in", "Verantwortung", "." ]
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[ "Er", "erhielt", "2004", "einen", "Ehrendoktor", "von", "der", "University", "of", "Alaska", "Fairbanks", "." ]
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[ "Insbesondere", "in", "Italien", ",", "aber", "auch", "in", "anderen", "südlichen", "Ländern", "ist", "das", "Fingerspiel", "\"", "Morra", "\"", "oder", "\"", "Mora", "\"", "bekannt", "." ]
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[ "Sie", "wurde", "1929", "zu", "Zeiten", "der", "Weltwirtschaftskrise", "geschlossen", "." ]
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[ "Juli", "2008", "als", "bisher", "jüngster", "Profi", "der", "Vereinsgeschichte", "erstmals", "in", "der", "Profimannschaft", "eingesetzt", ",", "als", "er", "beim", "Hinspiel", "in", "der", "ersten", "Qualifikationsrunde", "des", "UEFA", "-", "Pokals", "2008", "/", "09", "beim", "8:1", "-", "Heimsieg", "gegen", "den", "FC", "Nistru", "Otaci", "beim", "Stand", "von", "7:0", "in", "der", "71", "." ]
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[ "November", "waren", "zum", "ersten", "Spiel", "die", "New", "York", "Knicks", "zu", "Gast", "." ]
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[ "Er", "weigerte", "sich", ",", "seinem", "Glauben", "abzuschwören", ",", "und", "ging", "für", "drei", "Jahre", "ins", "Exil", "nach", "Brügge", "." ]
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[ "Gleiches", "gilt", "für", "die", "Hardy", "Cove", "von", "Greenwich", "Island", "im", "Archipel", "der", "Südlichen", "Shetlandinseln", "." ]
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[ "Im", "August", "2010", "wurden", "dann", "noch", "Eddie", "Cibrian", "und", "Jennifer", "Morrison", "für", "Nebenrollen", "verpflichtet", "." ]
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[ "Ihre", "Eltern", "zogen", "später", "nach", "Budapest", "und", "danach", "nach", "Wien", "." ]
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[ "Er", "ist", "einer", "der", "wenigen", "Himmelskörper", ",", "der", "eine", "2:1", "-", "Resonanz", "zum", "Jupiter", "aufweist", "." ]
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[ "Sie", "handelt", "vordergründig", "vom", "Leben", "des", "Entdeckers", "Christoph", "Kolumbus", "." ]
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[ "Sie", "ist", "eine", "Unitary", "Authority", "innerhalb", "der", "Grafschaft", "Berkshire", "und", "liegt", "am", "Zusammenfluss", "von", "Kennet", "und", "Themse", ",", "auf", "halber", "Strecke", "zwischen", "London", "und", "Oxford", "." ]
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[ "Diese", "Episode", "wurde", "von", "H.", "Bruce", "Humberstone", "inszeniert", "." ]
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[ "Die", "mehr", "oder", "weniger", "kugelförmigen", "Samen", "besitzen", "eine", "braune", "bis", "schwarze", "Samenschale", "(", "Testa", ")", "." ]
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[ "Einige", "Jahre", "später", "gründete", "er", "gemeinsam", "mit", "Alvin", "Curran", "und", "Richard", "Teitelbaum", "die", "Gruppe", "\"", "Musica", "Elettronica", "Viva", "\"", "." ]
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[ "Karl", "Jaspers", "stellt", "im", "Anschluss", "an", "den", "frühen", "Martin", "Heidegger", "die", "Frage", "nach", "der", "Eigentlichkeit", "und", "Unbedingtheit", "menschlicher", "Existenz", "." ]
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[ "Die", "University", "of", "Reading", "wird", "von", "ca", "." ]
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[ "Es", "wird", "heute", "allgemein", "Rogier", "van", "der", "Weyden", "zugeschrieben", ",", "während", "man", "es", "längere", "Zeit", "entweder", "für", "eine", "Werkstattkopie", "oder", "für", "eine", "eigenhändige", "Replik", "hielt", "." ]
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[ "Vielleicht", "schon", "1543", ",", "bei", "einer", "Beerdigung", ",", "hatte", "er", "den", "wenig", "älteren", "Joachim", "du", "Bellay", "kennengelernt", ",", "der", "ähnliche", "Interessen", "verfolgte", "." ]
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[ "Der", "Film", "spielt", "im", "Vietnam", "der", "frühen", "1950", "er", "Jahre", "." ]
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[ "Er", "ist", "außerdem", "Mitglied", "der", "GMB", "Union", "." ]
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[ "Die", "Stadt", "liegt", "an", "der", "M", "4", "motorway", "." ]
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[ "Die", "grösste", "Gruppe", "von", "Einwanderern", "nordafrikanischer", "Herkunft", "stammt", "aus", "Tunesien", "." ]
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[ "Dann", "nahm", "er", "eine", "Einladung", "des", "Hallé-Orchester", "aus", "Manchester", "an", "und", "übernahm", "dort", "die", "musikalische", "Leitung", "." ]
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[ "1969", "wurde", "er", "Kantor", "in", "Alsfeld", "." ]
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[ "Marine-Division", "in", "Wilhelmshaven", "." ]
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[ "Mit", "der", "Band", "siedelte", "er", "1976", "nach", "New", "York", "City", "über", "." ]
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[ "Jahrhundert", "im", "Osmanischen", "Reich", "der", "Titel", "des", "obersten", "weißen", "Palasteunuchen", "." ]
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[ "Vergleichbare", "Reaktionen", "finden", "sich", "zum", "Beispiel", "bei", "Berberitze", "(", "\"", "Berberis", "\"", ")", ",", "Feigenkakteen", "(", "\"", "Opuntia", "\"", ")", "oder", "der", "Flockenblume", "(", "\"", "Centaurea", "\"", ")", "." ]
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[ "Sie", "war", "die", "erste", "eigenproduzierte", "Serie", "des", "Fernsehsenders", "ProSieben", "." ]
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[ "Die", "Azhdarchoidea", "waren", ",", "neben", "\"", "Pteranodon", "\"", "und", "\"", "Nyctosaurus", "\"", ",", "die", "einzigen", "völlig", "zahnlosen", "Flugsaurier", "." ]
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[ "Aus", "diesem", "Anlass", "fand", "das", "Duo", "wieder", "zusammen", "und", "begann", "Ende", "2003", "die", "\"", "Old", "-", "Friends", "\"", "-", "Tournee", "durch", "die", "Vereinigten", "Staaten", ",", "Europa", "und", "Japan", "." ]
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[ "Gegenwärtig", "bewohnen", "sie", "die", "Bereiche", "südlich", "der", "Sahara", "." ]
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[ "B.", "von", "dem", "Psychologen", "Peter", "R.", "Hofstätter", "und", "dem", "Medizinhistoriker", "Erwin", "Ackerknecht", "." ]
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[ "September", "2018", "hielt", "er", "in", "der", "Washington", "National", "Cathedral", "eine", "Trauerrede", "auf", "John", "McCain", "vor", "3.000", "geladenen", "Gästen", ",", "darunter", "den", "Ex", "-", "Präsidenten", "Obama", "und", "George", "W.", "Bush", "." ]
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[ "Später", "war", "er", "mit", "Laurie", "Bird", "liiert", ",", "die", "sich", "1979", "das", "Leben", "nahm", "." ]
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[ "So", "entstand", "die", "Felsmalerei", "aus", "Cuevas", "de", "la", "Araña", ",", "die", "eine", "frühe", "Form", "der", "Bienennutzung", "zeigt", ",", "etwa", "10.000", "bis", "6.000", "vor", "Chr", "." ]
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[ "Er", "spielte", "18", "Jahre", "für", "die", "New", "York", "Yankees", ",", "und", "ersetzte", "Joe", "DiMaggio", "in", "der", "Position", "des", "Center", "Fielders", "(", "Mitte", "des", "Außenfeldes", ")", "." ]
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[ "Bis", "1991", "wurde", "er", "von", "Arrigo", "Sacchi", "trainiert", "." ]
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[ "Nachfolger", "wurde", "2013", "die", "Skilangläuferin", "Kikkan", "Randall", "." ]
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[ "Im", "Bereich", "Architektur", "und", "Industriedesign", "ist", "Herbert", "Hirche", "als", "herausragende", "Persönlichkeit", "der", "Stadt", "zu", "nennen", "." ]
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[ "Erholung", "fand", "der", "Reisende", "in", "Spa", "sowie", "Aachen", "." ]
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[ "Schließlich", "traf", "aus", "Salisbury", "in", "Südrhodesien", "eine", "Bestätigung", "des", "Waffenstillstands", "ein", ",", "an", "der", "nicht", "zu", "zweifeln", "war", "." ]
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[ "Das", "Dialogbuch", "schrieb", "Edith", "Schultze", "-", "Westrum", ",", "die", "Dialogregie", "übernahm", "Hans", "Grimm", "." ]
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[ "Auch", "1996", ",", "als", "er", "die", "Chance", "gehabt", "hätte", ",", "vor", "Allen", "Iverson", "an", "erster", "Stelle", "in", "der", "Draft", "gewählt", "zu", "werden", "." ]
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[ "\"", "Die", "Geburt", "der", "Tragödie", "aus", "dem", "Geiste", "der", "Musik", "\"", "ist", "ein", "Buch", "von", "Friedrich", "Nietzsche", ",", "das", "er", "Anfang", "1872", "veröffentlichte", "." ]
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[ "Daneben", "arbeitet", "er", "im", "Duo", "mit", "der", "Pianistin", "Myra", "Melford", "und", "im", "Trio", "\"", "C", "/", "D", "/", "E", "\"", "mit", "Andrew", "Cyrille", "und", "Mark", "Dresser", "." ]
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[ "B.", "Wiener", "Schnitzel", ")", ",", "Fisch", "und", "anderem", "Gebratenem", ",", "zur", "Bindung", "von", "Füllungen", "und", "Ähnlichem", "." ]
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[ "Eine", "ausgeprägte", "Architektur", "im", "Pueblo", "-", "Stil", "charakterisiert", "viele", "Gebäude", "in", "der", "Stadt", "sowie", "den", "gesamten", "Campus", "der", "University", "of", "New", "Mexico", "." ]
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[ "Er", "verließ", "das", "College", "als", "bester", "Rebounder", "der", "NCAA", "-", "Geschichte", "(", "dieser", "Rekord", "wurde", "erst", "2011", "von", "Kenneth", "Faried", "gebrochen", ")", "." ]
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[ "In", "diesem", "kritisierte", "er", "Harry", "Trumans", "Außenpolitik", "in", "Korea", "und", "andere", "Überseeaffären", "und", "sagte", ",", "dass", "die", "Zeichen", "für", "einen", "Wechsel", "da", "seien", "." ]
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[ "Juni", "1961", "in", "der", "Partie", "gegen", "Juventus", "Turin", "." ]
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[ "Im", "Gegensatz", "dazu", "lag", "in", "Ostflandern", "der", "Anteil", "bei", "50", "%", "und", "in", "Limburg", "bei", "40", "%", "." ]
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[ "Zum", "anderen", "wurde", "er", "nach", "der", "Saison", "in", "das", "All", "-", "NBA", "Team", ",", "die", "Auswahl", "der", "fünf", "besten", "Spieler", "der", "Liga", ",", "gewählt", ",", "was", "ihn", "mit", "22", "Jahren", "zum", "jüngsten", "Gewinner", "dieser", "Auszeichnung", "machte", "(", "diese", "Marke", "wurde", "jedoch", "später", "von", "LeBron", "James", "unterboten", ")", "." ]
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[ "Die", "Blüten", ",", "Sprossspitzen", ",", "junge", "und", "reife", "Früchte", "werden", "als", "Gemüse", "gegessen", "." ]
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[ "Seine", "Quelle", "befindet", "sich", "im", "Gemeindegebiet", "von", "Corlay", "." ]
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[ "Politisch", "gehört", "die", "Stätte", "zum", "Mohave", "County", ",", "etwa", "25", "\"", "km", "westlich", "der", "Kleinstadt", "Fredonia", "." ]
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[ "November", "1998", "siegte", "er", "durch", "TKO", "in", "der", "neunten", "Runde", "gegen", "Terry", "Norris", "." ]
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[ "Nach", "sieben", "Spielen", "hatten", "sie", "die", "Detroit", "Pistons", "mit", "4:3", "geschlagen", "." ]
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[ "Einige", "der", "Ausgaben", "enthalten", "ein", "Vorwort", "von", "Charles", "Baudelaire", "." ]
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[ "Die", "Hauptstadt", "Brasília", "liegt", "in", "den", "Cerrados", ",", "daher", "ist", "das", "Gebiet", "durch", "Autobahnen", "gut", "erschlossen", "." ]
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de
[ "Von", "Fachleuten", "wurde", "er", "aufgrund", "seiner", "Fähigkeiten", "und", "seines", "Spielverständnisses", "mit", "Naldo", "verglichen", "." ]
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[ "Die", "Erkrankung", "wird", "zur", "Erkrankungsgruppe", "der", "hereditären", "spastischen", "Spinalparalysen", "oder", "spastische", "Paraplegie", "gezählt", "." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13, 14, 0, 0 ]
de
[ "In", "der", "ersten", "Runde", "konnten", "sie", "sich", "bereits", "nach", "fünf", "Spielen", "gegen", "die", "Denver", "Nuggets", ",", "in", "der", "zweiten", "Runde", "nach", "sechs", "Spielen", "gegen", "die", "Phoenix", "Suns", "und", "in", "der", "dritten", "Runde", "nach", "fünf", "Spielen", "gegen", "die", "Utah", "Jazz", "durchsetzen", "." ]
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de
[ "Dieses", "wiederum", "vom", "Ursprung", "der", "Familie", "Ford", "einem", "Landstrich", "in", "der", "Nähe", "von", "Cork", "in", "Irland", "." ]
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[ "Kurz", "darauf", "musste", "er", "nach", "Vermont", "ins", "Exil", "fliehen", ",", "um", "einer", "Verhaftung", "zu", "entgehen", "." ]
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[ "Spätestens", "ab", "1882", "bestanden", "engere", "Beziehungen", "mit", "dem", "Deutschen", "Reich", "." ]
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de
[ "Das", "Objekt", "wurde", "am", "18", "." ]
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de
[ "In", "der", "ersten", "Runde", "wurden", "sie", "aber", "auch", "schon", "nach", "fünf", "Spielen", "von", "den", "Mavericks", "aus", "dem", "Rennen", "geworfen", "." ]
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de
[ "\"", "Minute", "wurde", "er", "angeblich", "von", "Lee", "Carsley", "im", "Strafraum", "gelegt", "und", "der", "Schiedsrichter", "entschied", "auf", "Elfmeter", "." ]
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[ "Es", "werden", "zwei", "-", "bis", "fünffächerige", "Kapselfrüchte", "gebildet", "." ]
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de
[ "Die", "Liedtexte", "schrieb", "Shailendra", "." ]
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[ "Danach", "erreichte", "er", "einen", "höheren", "akademischen", "Grad", "an", "der", "Rechtsfakultät", "der", "University", "of", "South", "Dakota", "in", "Vermillion", "im", "Jahr", "1966", "." ]
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[ "Nur", "vier", "weiteren", "Spielern", "gelang", "zumindest", "ein", "Treffer", "aus", "dem", "Feld", "in", "mehr", "als", "1000", "Spielen", "in", "Folge", ":", "Hakeem", "Olajuwon", "(", "1,075", ",", "1984", "–", "1999", ")", ",", "Michael", "Jordan", "(", "1,072", ",", "1984", "–", "2003", ",", "alle", "Spiele", ")", ",", "Kevin", "Garnett", "(", "1,066", ",", "1996", "–", "2010", ")", "und", "Alex", "English", "(", "1,043", ",", "1977", "–", "1990", ")", "." ]
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[ "Seit", "1975", "hat", "er", "zudem", "eigene", "Gruppen", "geleitet", ",", "in", "denen", "beispielsweise", "Kirk", "Lightsey", "oder", "Kenny", "Barron", "spielten", "." ]
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[ "Er", "war", "ein", "entschiedener", "Gegner", "der", "Sklaverei", "und", "nahm", "einen", "entsprechenden", "Standpunkt", "bei", "Ausbruch", "des", "Amerikanischen", "Bürgerkriegs", "ein", "." ]
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[ "Er", "ging", "nach", "Frankreich", ",", "um", "sich", "dem", "erst", "sieben", "Jahre", "zuvor", "gegründeten", "Verein", "Paris", "Saint", "-", "Germain", "anzuschließen", "." ]
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[ "km", "und", "der", "Venus", "bis", "auf", "104,8", "Mio", "." ]
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[ "NBA", "-", "Hauptrundensieg", "seiner", "Karriere", "und", "wurde", "damit", "erst", "der", "dritte", "Spieler", "nach", "Kareem", "Abdul", "-", "Jabbar", "(", "1074", ")", "und", "Robert", "Parish", "(", "1014", ")", ",", "dem", "das", "gelang", "." ]
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[ "Der", "Siebenbürger", "Herbst", "-", "Krokus", "wird", "zerstreut", "als", "Zierpflanze", "für", "Parkrasen", ",", "Gehölzgruppen", "und", "Steingärten", "genutzt", "." ]
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Dataset Card for MultiNERD dataset

Description

  • Summary: In a nutshell, MultiNERD is the first language-agnostic methodology for automatically creating multilingual, multi-genre and fine-grained annotations for Named Entity Recognition and Entity Disambiguation. Specifically, it can be seen an extension of the combination of two prior works from our research group that are WikiNEuRal, from which we took inspiration for the state-of-the-art silver-data creation methodology, and NER4EL, from which we took the fine-grained classes and inspiration for the entity linking part. The produced dataset covers: 10 languages (Chinese, Dutch, English, French, German, Italian, Polish, Portuguese, Russian and Spanish), 15 NER categories (Person (PER), Location (LOC), Organization (ORG}), Animal (ANIM), Biological entity (BIO), Celestial Body (CEL), Disease (DIS), Event (EVE), Food (FOOD), Instrument (INST), Media (MEDIA), Plant (PLANT), Mythological entity (MYTH), Time (TIME) and Vehicle (VEHI)), and 2 textual genres (Wikipedia and WikiNews);
  • Repository: https://github.com/Babelscape/multinerd
  • Paper: https://aclanthology.org/multinerd
  • Point of Contact: tedeschi@babelscape.com

Dataset Structure

The data fields are the same among all splits.

  • tokens: a list of string features.
  • ner_tags: a list of classification labels (int).
  • lang: a string feature. Full list of language: Chinese (zh), Dutch (nl), English (en), French (fr), German (de), Italian (it), Polish (pl), Portugues (pt), Russian (ru), Spanish (es).
  • The full tagset with indices is reported below:
{
    "O": 0,
    "B-PER": 1,
    "I-PER": 2,
    "B-ORG": 3,
    "I-ORG": 4,
    "B-LOC": 5,
    "I-LOC": 6,
    "B-ANIM": 7,
    "I-ANIM": 8,
    "B-BIO": 9,
    "I-BIO": 10,
    "B-CEL": 11,
    "I-CEL": 12,
    "B-DIS": 13,
    "I-DIS": 14,
    "B-EVE": 15,
    "I-EVE": 16,
    "B-FOOD": 17,
    "I-FOOD": 18,
    "B-INST": 19,
    "I-INST": 20,
    "B-MEDIA": 21,
    "I-MEDIA": 22,
    "B-MYTH": 23,
    "I-MYTH": 24,
    "B-PLANT": 25,
    "I-PLANT": 26,
    "B-TIME": 27,
    "I-TIME": 28,
    "B-VEHI": 29,
    "I-VEHI": 30,
  }

Additional Information

@inproceedings{tedeschi-navigli-2022-multinerd,
    title = "{M}ulti{NERD}: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)",
    author = "Tedeschi, Simone  and
      Navigli, Roberto",
    booktitle = "Findings of the Association for Computational Linguistics: NAACL 2022",
    month = jul,
    year = "2022",
    address = "Seattle, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.findings-naacl.60",
    doi = "10.18653/v1/2022.findings-naacl.60",
    pages = "801--812",
    abstract = "Named Entity Recognition (NER) is the task of identifying named entities in texts and classifying them through specific semantic categories, a process which is crucial for a wide range of NLP applications. Current datasets for NER focus mainly on coarse-grained entity types, tend to consider a single textual genre and to cover a narrow set of languages, thus limiting the general applicability of NER systems.In this work, we design a new methodology for automatically producing NER annotations, and address the aforementioned limitations by introducing a novel dataset that covers 10 languages, 15 NER categories and 2 textual genres.We also introduce a manually-annotated test set, and extensively evaluate the quality of our novel dataset on both this new test set and standard benchmarks for NER.In addition, in our dataset, we include: i) disambiguation information to enable the development of multilingual entity linking systems, and ii) image URLs to encourage the creation of multimodal systems.We release our dataset at https://github.com/Babelscape/multinerd.",
}
  • Contributions: Thanks to @sted97 for adding this dataset.
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