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Datasets:
DFKI-SLT
/
few-nerd

Tasks:
Token Classification
Modalities:
Text
Sub-tasks:
named-entity-recognition
Languages:
English
Size:
100K - 1M
Tags:
structure-prediction
Libraries:
Datasets
License:
Dataset card Viewer Files Community
7
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1
6
tokens
sequence
ner_tags
sequence
fine_ner_tags
sequence
0
[ "When", "reconstruction", "of", "the", "building", "was", "complete", ",", "the", "rear", "half", "of", "the", "building", "was", "named", "Budig", "Hall", ",", "for", "then", "KU", "Chancellor", "Gene", "Budig", "." ]
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1
[ "The", "Institute", "of", "International", "Finance", "meetings", "are", "being", "held", "at", "Shangri-La", "Hotel", "Singapore", "for", "a", "period", "of", "two", "days", "and", "an", "opening", "dinner", "will", "be", "organised", "for", "the", "IIF", "delegates", "." ]
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2
[ "Harbor", "Police", "is", "the", "premier", "police", "presence", "in", "the", "San", "Diego", "Bay", ",", "the", "San", "Diego", "International", "Airport", "and", "on", "all", "Port", "Tidelands", "." ]
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[ "Harbor", "Police", "jurisdiction", "extends", "through", "the", "Port", "'s", "five", "member", "cities", ":", "Chula", "Vista", ",", "Coronado", ",", "Imperial", "Beach", ",", "National", "City", "and", "San", "Diego", "." ]
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[ "The", "Beinecke", "Rare", "Book", "and", "Manuscript", "Library", "at", "Yale", "University", "has", "an", "archive", "of", "his", "collected", "papers", "." ]
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[ "The", "main", "Catholic", "Church", "of", "the", "town", "is", "located", "in", "a", "park", "area", "next", "to", "the", "Town", "Hall", "(", "Alcaldia", ")", "and", "next", "to", "the", "Cine", "Centenario", "(", "a", "cinema", ")", "which", "are", "roughly", "located", "at", "the", "center", "of", "the", "town", "." ]
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6
[ "Recently", ",", "Usulután", "has", "modernized", "considerably", ",", "having", "more", "influence", "from", "brand", "names", "such", "as", "Pollo", "Campero", "(", "a", "chicken", "restaurant", ")", ",", "Biggest", "(", "a", "hamburger", "place", "similar", "to", "America", "'s", "Burger", "King", ")", ",", "and", "more", "eateries", "that", "were", "not", "available", "there", "in", "the", "past", "." ]
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[ "The", "Kansas", "City", "Athletics", "played", "at", "McKechnie", "Field", "from", "1963–1968", "." ]
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[ "Ironically", ",", "the", "team", "left", "Connie", "Mack", "Field", "for", "Bradenton", ",", "after", "the", "Milwaukee", "Braves", "arrived", "in", "West", "Palm", "Beach", "." ]
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[ "The", "team", "was", "not", "open", "to", "sharing", "their", "spring", "training", "facilities", "or", "stadium", "with", "the", "Braves", "." ]
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[ "The", "City", "of", "Bradenton", "talked", "A", "'s", "owner", "Charlie", "Finley", "into", "staying", "at", "McKechnie", "until", "." ]
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[ "By", "that", "time", ",", "the", "A", "'s", "relocated", "from", "Kansas", "City", "to", "Oakland", "." ]
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[ "Finley", "believed", "that", "his", "west", "coast", "team", "should", "train", "on", "the", "west", "coast", ",", "in", "Mesa", ",", "Arizona", "." ]
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[ "During", "the", "Athletics", "tenure", ",", "Finley", "routinely", "tied", "his", "Athletics", "team", "mascot", ",", "a", "donkey", "named", "``", "Charlie", "O", "''", ",", "to", "a", "tree", "inside", "the", "stadium", "during", "games", ".", "''" ]
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14
[ "Fred", "Sherman", ",", "a", "resident", "of", "King", "of", "Prussia", ",", "Pennsylvania", ",", "died", "on", "September", "12", ",", "2009", ",", "at", "the", "Hospital", "of", "the", "University", "of", "Pennsylvania", "in", "Philadelphia", "at", "the", "age", "of", "85", "." ]
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[ "Sherman", "had", "suffered", "from", "several", "health", "problems", ",", "including", "kidney", "ailments", ",", "and", "injuries", "from", "a", "car", "accident", "several", "weeks", "before", "his", "death", "may", "have", "contributed", "to", "his", "declining", "health", "." ]
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[ "He", "suffered", "the", "car", "accident", "shortly", "after", "returning", "from", "a", "trip", "to", "Europe", "in", "July", "2009", ",", "and", "had", "been", "hospitalized", "on", "several", "occasions", "since", "the", "accident", "." ]
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[ "Gus", "Greenbaum", "(", "February", "26", ",", "1893", "–", "December", "3", ",", "1958", ")", "was", "an", "American", "gangster", "in", "the", "casino", "industry", ",", "best", "known", "for", "taking", "over", "management", "of", "the", "Flamingo", "Hotel", "in", "Las", "Vegas", "after", "the", "murder", "of", "co-founder", "Bugsy", "Siegel", "." ]
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[ "Nannu", "'s", "younger", "brother", "Shamsul", "Haq", "Monju", "played", "as", "a", "right-back", "for", "the", "Mohammedan", "Sporting", "Club", "." ]
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[ "The", "men", "'s", "200", "metre", "freestyle", "event", "in", "swimming", "at", "the", "2013", "World", "Aquatics", "Championships", "took", "place", "on", "29–30", "July", "at", "the", "Palau", "Sant", "Jordi", "in", "Barcelona", ",", "Spain", "." ]
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[ "The", "Basilica", "of", "Our", "Lady", "of", "Copacabana", "is", "a", "16th-century", "Spanish", "colonial", "shrine", "that", "houses", "the", "image", "of", "the", "Virgen", "de", "Copacabana", "." ]
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[ "It", "is", "located", "in", "the", "town", "of", "Copacabana", ",", "Bolivia", "on", "the", "shores", "of", "Lake", "Titicaca", "near", "the", "Altiplano", "region", "." ]
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[ "Our", "Lady", "of", "Copacabana", "is", "the", "patron", "saint", "of", "Bolivia", "." ]
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23
[ "The", "Double", "Down", "is", "a", "sandwich", "offered", "by", "Kentucky", "Fried", "Chicken", "(", "KFC", ")", "restaurants", "." ]
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24
[ "Wakley", "did", "all", "that", "he", "could", ",", "as", "editor", "of", "``", "The", "Lancet", "``", ",", "and", "as", "an", "individual", ",", "to", "oppose", "Elliotson", ",", "and", "to", "place", "all", "of", "his", "endeavours", "and", "enterprises", "in", "the", "worst", "possible", "light", ";", "for", "example", ",", "in", "addition", "to", "an", "extensive", "range", "of", "articles", "in", "``", "The", "Lancet", "``", ",", "over", "a", "number", "of", "years", ",", "there", "is", "also", "an", "anti-", "Elliotson", "(", "pseudonymous", ")", "work", "attributed", "to", "Wakley", ",", "``", "Undeniable", "facts", "concerning", "the", "strange", "practices", "of", "Dr", ".", "Elliotson", ",", "...", "with", "his", "female", "patients", ";", "and", "his", "medical", "experiments", "upon", "the", "bodies", "of", "...", "E.", "&", "amp", ";", "J.", "Okey", ",", "etc", "." ]
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26
[ "As", "it", "is", "adjacent", "to", "the", "National", "Maritime", "Museum", ",", "the", "Tepid", "Baths", "pools", ",", "and", "the", "stylish", "Princes", "Wharf", "development", ",", "the", "Viaduct", "Harbour", "continues", "to", "be", "a", "popular", "attraction", "for", "Auckland", "residents", "and", "tourists", ",", "but", "there", "are", "ongoing", "noise", "and", "security", "issues", "connected", "with", "the", "local", "venues", "and", "eateries", "." ]
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[ "Promoted", "to", "lieutenant", "colonel", "on", "1", "March", "1934", ",", "McClellan", "performed", "a", "brief", "tour", "at", "the", "end", "of", "the", "occupation", "of", "Hait", "i", "from", "15", "June", "to", "15", "August", "that", "same", "year", "." ]
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[ "After", "a", "few", "months", "at", "the", "Philadelphia", "Naval", "Shipyard", ",", "he", "was", "sent", "to", "Shanghai", "to", "serve", "with", "the", "4th", "Marine", "Regiment", "briefly", "before", "being", "diverted", "to", "the", "Philippines", "again", "." ]
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29
[ "There", ",", "he", "commanded", "the", "Marine", "Barracks", "at", "the", "Cavite", "Navy", "Yard", "until", "his", "retirement", "on", "30", "June", "1936", "." ]
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[ "However", ",", "contrary", "to", "these", "concerns", ",", "the", "DPAC", "has", "actually", "benefited", "the", "Carolina", "Theatre", "through", "co-promotion", "opportunities", "and", "other", "policies", "and", "activities", "." ]
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31
[ "``", "HobbyKids", "Adventures", "``", "merchandise", "are", "sold", "exclusively", "by", "Walmart", "." ]
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32
[ "Star", "Pals", "kids", "'", "meal", "toys", "are", "available", "at", "Hardee", "'s", "and", "Carl", "'s", "Jr.", "as", "of", "August", "2019", "." ]
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[ "In", "1952", "Beale", "AFB", "was", "placed", "in", "inactive", "status", "for", "conversion", "to", "an", "operational", "airbase", "." ]
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34
[ "Headquarters", ",", "Aviation", "Engineer", "Force", "administered", "the", "base", "for", "the", "next", "six", "years", "while", "a", "runway", "was", "laid", "down", ",", "and", "appropriate", "support", "facilities", "(", "hangars", ",", "maintenance", "shops", ",", "warehouses", ",", "barracks", ",", "and", "other", "infrastructure", ")", "was", "laid", "out", "and", "constructed", "." ]
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35
[ "The", "2275th", "Air", "Base", "Squadron", "was", "the", "coordinating", "organization", "during", "the", "construction", "period", "." ]
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36
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37
[ "The", "new", "home", "of", "PAOK", ",", "the", "PAOK", "Sports", "Arena", ",", "able", "to", "hold", "8,500", "fans", ",", "was", "inaugurated", "on", "17", "March", "2000", "." ]
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38
[ "That", "marked", "the", "end", "of", "a", "long", "period", "of", "time", ",", "in", "which", "the", "club", "had", "shared", "the", "home", "court", "of", "Alexandreio", "Melathron", "with", "Aris", "." ]
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[ "Bane", "Prelević", "returned", "to", "PAOK", ",", "after", "having", "quick", "spells", "at", "Kinder", "Bologna", "and", "AEK", "Athens", ",", "and", "then", "quit", "playing", "basketball", "at", "the", "end", "of", "the", "1999–00", "season", "." ]
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40
[ "He", "later", "returned", "to", "PAOK", "in", "the", "2001–02", "season", ",", "as", "an", "assistant", "coach", "." ]
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41
[ "Held", "at", "Nokia", "Theatre", "L.A", ".", "Live", "on", "December", "3", ",", "2011", ",", "headlined", "by", "Lady", "Gaga", "." ]
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42
[ "Glen", "Street", "Theatre", "is", "a", "400-seat", "proscenium", "arch", "auditorium", "located", "in", "the", "Forest", "Community", "Centre", ",", "at", "the", "corner", "of", "Glen", "Street", "and", "Blackbutts", "Road", "in", "Belrose", "in", "the", "northern", "suburbs", "of", "Sydney", ",", "New", "South", "Wales", ",", "Australia", "." ]
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43
[ "It", "was", "opened", "as", "Stage", "2", "of", "the", "Forest", "Community", "Centre", "on", "6", "July", "1985", "by", "Warringah", "Shire", "President", "Darren", "Jones", ",", "and", "is", "owned", "by", "the", "Northern", "Beaches", "Council", "." ]
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44
[ "1973", "saw", "Love", "Field", ",", "which", "had", "more", "than", "70", "gates", "and", "saw", "frequent", "Boeing", "747", "service", ",", "reach", "record", "enplanements", "at", "6,668,398", "as", "the", "eighth", "busiest", "airport", "in", "the", "United", "States", "." ]
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45
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46
[ "Greater", "Southwest", "International", "Airport", ",", "which", "lay", "in", "the", "flight", "path", "to", "DFW", ",", "was", "permanently", "closed", "and", "subsequently", "demolished", "." ]
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47
[ "Within", "3", "years", "the", "demand", "for", "electricity", "in", "Ireland", "had", "expanded", "so", "much", "that", "stage", "2", "was", "initiated", "." ]
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48
[ "Instead", "of", "the", "planned", "three", "extra", "penstocks", ",", "only", "one", "was", "used", "but", "it", "used", "a", "new", "30", "MW", "Kaplan", "turbine", "with", "seven", "blades", "which", "produces", "high", "efficiency", "on", "the", "relatively", "small", "head", "and", "therefore", "increased", "the", "capacity", "of", "the", "station", "to", "75", "MW", "by", "1933", "." ]
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49
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50
[ "It", "also", "includes", "footage", "filmed", "at", "the", "Hippodrome", "Theatre", "in", "Eastbourne", ",", "where", "McCartney", "rehearsed", "his", "1979", "UK", "tour", "." ]
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51
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52
[ "Henry", "Guppy", "CBE", "(", "31", "December", "1861", "–", "4", "August", "1948", ")", "was", "Librarian", "of", "the", "John", "Rylands", "Library", "in", "Manchester", "from", "1899", "until", "his", "death", "in", "1948", "." ]
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53
[ "On", "the", "art", "scene", "one", "of", "Antoine", "'s", "photographs", "broke", "records", "at", "Philipps", "De", "Pury", "auction", "in", "London", "selling", "for", "15,000", "GBP", "in", "2015", "." ]
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54
[ "In", "1928", "Vaghi", "joined", "the", "roster", "of", "singers", "at", "the", "Teatro", "dell'Opera", "di", "Roma", ",", "serving", "as", "that", "house", "'s", "leading", "bass", "through", "1939", "." ]
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55
[ "He", "sang", "a", "broad", "repertoire", "at", "that", "house", ",", "including", "appearances", "in", "the", "world", "premieres", "Ildebrando", "Pizzetti", "'s", "``", "Lo", "straniero", "``", "(", "1930", ",", "King", "Hanóch", ")", ",", "Ermanno", "Wolf-Ferrari", "'s", "``", "La", "vedova", "scaltra", "``", "(", "1931", ",", "Innkeeper", ")", ",", "Licinio", "Refice", "'s", "``", "Cecilia", "``", "(", "1934", ",", "Bishop", "Urbano", ")", ",", "and", "Franco", "Alfano", "'s", "``", "Cyrano", "de", "Bergerac", "``", "(", "1936", ",", "Carbon", ")", "." ]
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56
[ "He", "also", "worked", "as", "a", "guest", "artist", "at", "numerous", "opera", "houses", "and", "opera", "festivals", "while", "based", "in", "Rome", "." ]
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57
[ "He", "made", "appearances", "at", "La", "Scala", "(", "1929–1931", ")", ",", "the", "Teatro", "Comunale", "Florence", "(", "1929–1930", ")", ",", "Arena", "di", "Verona", "Festival", "(", "1931", ")", ",", "the", "Teatro", "Communale", "di", "Bologna", "(", "1931", ")", ",", "and", "La", "Fenice", "(", "1938", ")", "among", "others", "." ]
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58
[ "Hayley", "Wildes", "(", "born", "10", "September", "1996", ")", "is", "an", "Australian", "rules", "footballer", "who", "played", "for", "the", "Western", "Bulldogs", "in", "the", "AFL", "Women", "'s", "competition", "." ]
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[ "Wildes", "was", "drafted", "by", "the", "Western", "Bulldogs", "with", "their", "six", "selection", "and", "forty-fourth", "overall", "in", "the", "2016", "AFL", "Women", "'s", "draft", "." ]
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60
[ "She", "made", "her", "debut", "in", "the", "thirty-two", "point", "win", "against", "at", "VU", "Whitten", "Oval", "in", "the", "opening", "round", "of", "the", "2017", "season", "." ]
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61
[ "In", "the", "years", "1950–51", "he", "was", "resident", "medical", "officer", "at", "the", "Royal", "Prince", "Alfred", "Hospital", "and", "in", "1952–53", "he", "took", "up", "a", "fellowship", "at", "the", "National", "Health", "and", "Medical", "Research", "Council", "at", "Sydney", "University", ",", "graduating", "with", "a", "Doctor", "of", "Medicine", "degree", "." ]
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62
[ "The", "first", "HuHot", ",", "then", "called", "Mongo", "'s", ",", "was", "built", "in", "Missoula", ",", "Montana", "in", "1999", "by", "the", "Vap", "family", "." ]
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63
[ "Due", "to", "the", "family", "'s", "experience", "as", "Godfather", "'s", "Pizza", "franchisees", ",", "they", "were", "familiar", "with", "franchising", "and", "knew", "a", "fellow", "restaurateur", "based", "in", "the", "Midwest", "who", "was", "interested", "in", "the", "concept", "." ]
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64
[ "On", "stage", "Sagoe", "has", "played", "Rose", "Maxson", "in", "the", "play", "``", "Fences", "``", "at", "the", "Garrick", "Theatre", "in", "1990", "and", "Carrie", "in", "the", "play", "``", "Nine", "Hundred", "Oneonta", "``", "at", "the", "Lyric", "Studio", ",", "Hammersmith", "in", "1994", "." ]
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65
[ "A", "PAF", "contingent", "of", "six", "F-16A/B", "fighters", "was", "sent", "to", "the", "international", "Anatolian", "Eagle", "2006", "exercise", ",", "which", "also", "involved", "the", "U.S", ".", "and", "Israeli", "as", "well", "as", "the", "Turkish", "air", "forces", "." ]
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66
[ "Operation", "Indus", "Viper", "2008", ",", "a", "joint", "exercise", "involving", "PAF", "and", "the", "Turkish", "Air", "Force", ",", "began", "on", "21", "April", "2008", "at", "PAF", "Base", "Mushaf", "(", "Sargodha", ")", "and", "was", "scheduled", "to", "last", "10", "days", "." ]
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67
[ "Five", "Turkish", "F-16C/D", "fighters", "and", "50", "personnel", "of", "191", "``", "Kobras", "''", "Filo", "(", "191", "``", "Cobras", "''", "Squadron", ")", "attended", "." ]
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68
[ "China", ",", "however", ",", "is", "planning", "to", "build", "a", "new", "airport", "in", "Nagqu", ",", "Tibet", "in", "2011", "." ]
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69
[ "It", "will", "surpass", "Qamdo", "Bangda", "Airport", "as", "being", "the", "world", "'s", "highest", "airport", "once", "completed", "." ]
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70
[ "``", "Trace", "``", "(", "1997", ")", "with", "composer", "Jonathan", "Hart", "Makwaia", ",", "painter", "Roy", "Fowler", "and", "writer", "John", "Jesurun", "." ]
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71
[ "On", "15", "October", "2017", ",", "2", "RAR", "transferred", "from", "the", "3rd", "Brigade", "to", "report", "directly", "to", "the", "headquarters", "of", "the", "1st", "Division", "." ]
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72
[ "The", "battalion", "remains", "based", "at", "Lavarack", "Barracks", "in", "Townsville", ",", "and", "become", "the", "division", "'s", "specialist", "amphibious", "infantry", "battalion", "." ]
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73
[ "2", "RAR", "has", "a", "strength", "of", "around", "350", "personnel", ",", "which", "is", "smaller", "than", "the", "RAR", "'s", "infantry", "battalions", "." ]
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74
[ "Nkemdiche", "was", "born", "in", "Atlanta", ",", "Georgia", "to", "Nigerian", "immigrants", "Beverly", "and", "Sunday", "Nkemdiche", "." ]
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[ "His", "father", ",", "a", "cardiologist", ",", "has", "reportedly", "applied", "for", "a", "researcher", "position", "at", "University", "of", "Mississippi", "Medical", "Center", "in", "Jackson", ",", "Mississippi", "." ]
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[ "His", "older", "brother", ",", "Denzel", "Nkemdiche", ",", "played", "linebacker", "for", "Ole", "Miss", "." ]
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77
[ "The", "Wind", "ENergy", "Data", "and", "Information", "(", "WENDI", ")", "Gateway", "was", "established", "by", "the", "Environmental", "Sciences", "Division", "of", "Oak", "Ridge", "National", "Laboratory", "in", "March", "2010", "to", "support", "the", "United", "States", "Department", "of", "Energy", "'s", "Wind", "and", "Hydropower", "Technologies", "Program", "." ]
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78
[ "Jones", "played", "for", "South", "Liverpool", ",", "before", "joining", "Port", "Vale", "in", "June", "1946", "." ]
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79
[ "He", "made", "twelve", "Third", "Division", "South", "appearances", "in", "the", "1946–47", "season", ",", "and", "scored", "one", "goal", "in", "a", "5–3", "defeat", "to", "Leyton", "Orient", "at", "Brisbane", "Road", "on", "5", "April", "." ]
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80
[ "At", "the", "end", "of", "the", "season", "manager", "Gordon", "Hodgson", "allowed", "him", "to", "leave", "The", "Old", "Recreation", "Ground", "." ]
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81
[ "Hart", "'s", "surgery", "was", "completed", "at", "the", "University", "of", "Oregon", "Medical", "School", "over", "the", "1917–1918", "winter", "vacation", "." ]
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[ "The", "Tigers", "have", "played", "in", "three", "different", "home", "ball", "parks", ",", "Bennett", "Park", "from", "1901", "through", "1911", ",", "Tiger", "Stadium", "(", "also", "known", "as", "Navin", "Field", "and", "Briggs", "Stadium", ")", "from", "1912", "to", "1999", "and", "Comerica", "Park", "since", "2000", "." ]
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83
[ "They", "had", "a", "record", "of", "five", "wins", "and", "two", "losses", "in", "Opening", "Day", "games", "at", "Bennett", "Park", ",", "19", "wins", "and", "22", "losses", "at", "Tiger", "Stadium", "and", "three", "wins", "and", "four", "losses", "at", "Comerica", "Park", ",", "for", "a", "total", "home", "record", "in", "Opening", "Day", "games", "of", "26", "wins", "and", "28", "losses", "." ]
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84
[ "Their", "record", "in", "Opening", "Day", "away", "games", "is", "27", "wins", ",", "31", "losses", "and", "one", "tie", "." ]
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85
[ "In", "2010", ",", "the", "rising", "level", "of", "the", "Yacyretá", "Dam", "flooded", "the", "tracks", "on", "the", "Argentinian", "side", ",", "which", "halted", "grain", "exports", "by", "rail", "from", "the", "Encarnacion", "goods", "terminal", "until", "a", "new", "track", "was", "completed", ",", "at", "a", "higher", "level", ",", "in", "June", "2012", "." ]
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86
[ "The", "church", "was", "part", "of", "the", "Wesleyan", "Methodist", "tradition", ",", "and", "during", "the", "early", "20th", "century", "became", "part", "of", "a", "circuit", "of", "six", "local", "Wesleyan", "churches", ";", "the", "others", "were", "the", "nearby", "Dorset", "Gardens", "Methodist", "Church", "(", "also", "in", "Kemptown", ")", ",", "Hove", "Methodist", "Church", ",", "and", "others", "in", "Hurstpierpoint", ",", "Portslade", "and", "Southwick", "." ]
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87
[ "In", "December", "2014", "Willett", "won", "the", "Nedbank", "Golf", "Challenge", "in", "Sun", "City", ",", "South", "Afric", "a", "and", ",", "with", "a", "third", "place", "at", "the", "2015", "WGC-Cadillac", "Match", "Play", "in", "May", "2015", ",", "he", "earned", "a", "special", "temporary", "membership", "on", "the", "PGA", "Tour", "for", "the", "remainder", "of", "the", "2015", "season", "." ]
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88
[ "The", "show", "was", "revived", "for", "a", "reunion", "of", "the", "63rd", "Division", "held", "at", "the", "Statler", "Hilton", "Hotel", "in", "New", "York", "City", "in", "July", "1965", "." ]
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89
[ "For", "the", "re-mount", "the", "characters", "of", "Tom", "Wand", "and", "El", "Stinko", "became", "'", "Tom", "Misse", "l", "'", ",", "American", "astronaut", "and", "'", "El", "Stinko", "'", ",", "Russian", "cosmonaut", "." ]
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90
[ "Participating", "veterans", "included", "Fredd", "Wayne", ",", "Joseph", "Pollock", ",", "George", "Goldberg", ",", "Gordon", "Meyers", ",", "Nick", "Bonardi", ",", "Danny", "Canestraro", ",", "Harry", "Butensky", ",", "Herb", "Behrens", "and", "Al", "LaVecchia", "." ]
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91
[ "The", "Atlanta", "Dream", "are", "a", "2008", "expansion", "team", "in", "the", "Women", "'s", "National", "Basketball", "Association", "." ]
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92
[ "From", "their", "inception", "until", "the", "2016", "season", ",", "the", "Dream", "shared", "Philips", "Arena", "with", "their", "NBA", "counterpart", ";", "however", ",", "the", "Dream", "moved", "to", "McCamish", "Pavilion", "on", "the", "campus", "of", "Georgia", "Tech", "due", "to", "renovations", "of", "Philips", "Arena", "conflicting", "with", "the", "WNBA", "schedule", "during", "the", "2017", "and", "2018", "seasons", "." ]
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93
[ "After", "one", "more", "season", "in", "State", "Farm", "Arena", "(", "after", "the", "Philips", "was", "renamed", "during", "the", "renovations", ")", ",", "they", "moved", "their", "home", "games", "to", "the", "new", "Gateway", "Center", "Arena", "for", "the", "2020", "season", "." ]
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94
[ "The", "Southern", "Sudan", "Autonomous", "Region", "was", "abolished", "in", "1983", "." ]
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95
[ "Between", "1987", "and", "1989", "a", "Council", "for", "the", "South", "existed", "in", "Southern", "Sudan", "." ]
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96
[ "Following", "the", "signing", "of", "the", "Khartoum", "Peace", "Agreement", "of", "1997", ",", "a", "Southern", "Sudan", "Coordination", "Council", "was", "established", "initially", "led", "by", "Riek", "Macha", "r", "who", "was", "also", "appointed", "Assistant", "to", "the", "President", "of", "the", "Republic", "." ]
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97
[ "It", "is", "currently", "owned", "by", "the", "McMenamins", "brewpub", "chain", "." ]
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98
[ "In", "early", "2012", ",", "Jeff", "Pehrson", "and", "Jim", "Brunberg", "performed", "together", "for", "the", "first", "time", "since", "2006", "with", "a", "Box", "Set", "Duo", "reunion", "and", "later", "played", "a", "7", "night", "run", "in", "June", "2012", "at", "McMenamins", "Al", "'s", "Den", "in", "Portland", ",", "OR", "." ]
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99
[ "The", "game", "was", "held", "at", "Bank", "of", "America", "Stadium", "in", "Charlotte", ",", "North", "Carolina", "on", "December", "4", ",", "2010", "." ]
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End of preview. Expand in Dataset Viewer.

Dataset Card for "Few-NERD"

#dataset-description)

Dataset Summary

This script is for loading the Few-NERD dataset from https://ningding97.github.io/fewnerd/.

Few-NERD is a large-scale, fine-grained manually annotated named entity recognition dataset, which contains 8 coarse-grained types, 66 fine-grained types, 188,200 sentences, 491,711 entities, and 4,601,223 tokens. Three benchmark tasks are built, one is supervised (Few-NERD (SUP)) and the other two are few-shot (Few-NERD (INTRA) and Few-NERD (INTER)).

NER tags use the IO tagging scheme. The original data uses a 2-column CoNLL-style format, with empty lines to separate sentences. DOCSTART information is not provided since the sentences are randomly ordered.

For more details see https://ningding97.github.io/fewnerd/ and https://aclanthology.org/2021.acl-long.248/.

Supported Tasks and Leaderboards

Languages

English

Dataset Structure

Data Instances

  • Size of downloaded dataset files:

    • super: 14.6 MB
    • intra: 11.4 MB
    • inter: 11.5 MB

  • Size of the generated dataset:

    • super: 116.9 MB
    • intra: 106.2 MB
    • inter: 106.2 MB

  • Total amount of disk used: 366.8 MB

An example of 'train' looks as follows.

{
    'id': '1', 
    'tokens': ['It', 'starred', 'Hicks', "'s", 'wife', ',', 'Ellaline', 'Terriss', 'and', 'Edmund', 'Payne', '.'], 
    'ner_tags': [0, 0, 7, 0, 0, 0, 7, 7, 0, 7, 7, 0], 
    'fine_ner_tags': [0, 0, 51, 0, 0, 0, 50, 50, 0, 50, 50, 0]
}

Data Fields

The data fields are the same among all splits.

  • id: a string feature.
  • tokens: a list of string features.
  • ner_tags: a list of classification labels, with possible values including O (0), art (1), building (2), event (3), location (4), organization (5), other(6), person (7), product (8)
  • fine_ner_tags: a list of fine-grained classification labels, with possible values including O (0), art-broadcastprogram (1), art-film (2), ...

Data Splits

Task Train Dev Test
SUP 131767 18824 37648
INTRA 99519 19358 44059
INTER 130112 18817 14007

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

CC BY-SA 4.0 license

Citation Information 

@inproceedings{ding-etal-2021-nerd,
    title = "Few-{NERD}: A Few-shot Named Entity Recognition Dataset",
    author = "Ding, Ning  and
      Xu, Guangwei  and
      Chen, Yulin  and
      Wang, Xiaobin  and
      Han, Xu  and
      Xie, Pengjun  and
      Zheng, Haitao  and
      Liu, Zhiyuan",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-long.248",
    doi = "10.18653/v1/2021.acl-long.248",
    pages = "3198--3213",
}

Contributions

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Homepage:
ningding97.github.io
Repository:
github.com
Paper:
aclanthology.org
Point of Contact:
ningding97.github.io
Size of downloaded dataset files:
38.6 MB
Size of the auto-converted Parquet files:
63.8 MB
Number of rows:
514,111

Models trained or fine-tuned on DFKI-SLT/few-nerd

Browse 25 models trained on this dataset