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[ "The", "back", "of", "my", "jersey", "says", "\"", "The", "Poet", "'", "because", "growing", "up", "that", "was", "my", "nickname", "." ]
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[ "These", "hotels", "may", "not", "be", "the", "most", "luxerious", ",", "but", "they", "do", "provide", "air-conditionting", ",", "televisions", ",", "and", "refrigerators", "in", "all", "of", "the", "rooms", "." ]
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[ "Henga", "Scenic", "Reserve", "." ]
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[ "It", "costs", "us", "so", "much", "money", "to", "for", "us", "to", "travel", "overseas", "and", "to", "compete", "internationally", "." ]
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[ "Tulsa", "has", "over", "225", "days", "of", "sunshine", "annually", "." ]
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[ "In", "those", "days", "it", "was", "all", "or", "nothing", "." ]
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[ "At", "the", "moment", "Shalev", "is", "in", "Levico", "Terme", ",", "Trento", ",", "Italy", "for", "a", "conference", "." ]
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[ "The", "big", "hit", "of", "the", "evening", ",", "Wikinews", "observed", "from", "the", "long", "line", ",", "was", "the", "Polaroid-room", "where", "attendees", "could", "wear", "a", "Warhol-like", "wig", "or", "don", "crazy", "glasses", "and", "have", "their", "own", "Polaroid", "taken", "." ]
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[ "This", "translates", "in", "many", "ways", ",", "even", "sometimes", "lowering", "initial", "offering", "prices", "at", "markets", "." ]
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[ "Apply", "peppermint", "oil", "." ]
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[ "What", "about", "the", "adage", ",", "“", "Those", "who", "forget", "history", "are", "doomed", "to", "repeat", "it", "”", "?" ]
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[ "In", "the", "past", "few", "days", "in", "Italy", ",", "several", "municipalities", "have", "started", "asking", "religious", "schools", "to", "pay", "taxes", "for", "property", "and", "local", "services", ",", "despite", "the", "resistance", "of", "the", "Catholic", "Church", "." ]
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[ "And", "for", "me", ",", "what", "I", "want", "the", "purpose", "to", "be", ",", "is", "to", "inspire", "people", "." ]
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[ "They", "do", "not", "run", "that", "often", ",", "especially", "to", "the", "outer", "towns", "like", "Broken", "Arrow", "." ]
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[ "No", ",", "I", "captained", "in", "2010", "." ]
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[ "Getting", "the", "Material", "Right" ]
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[ "Also", "see", "where", "all", "the", "other", "teams", "are", "at", "as", "well", "." ]
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[ "Re-evaluate", "your", "list", "halfway", "through", "your", "day", "to", "rank", "your", "items", "based", "on", "highest", "priority", "." ]
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[ "therefore", ",", "it", "may", "be", "helpful", "to", "focus", "your", "efforts", "on", "opening", "your", "reserve", "parachute", "." ]
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[ "What", "inspired", "you", "to", "create", "a", "cocktail", "after", "the", "santorum", "neologism", "?" ]
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[ "The", "only", "way", "for", "visitors", "to", "travel", "to", "the", "Chathams", "is", "via", "scheduled", "or", "chartered", "air", "service", "." ]
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[ "Built", "in", "1602", "by", "Shah", "Abbas", "I.=", "and", "designed", "by", "his", "chief", "architect", ",", "Sheikh", "Bahai", "." ]
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[ "For", "local", "transportation", "or", "air-port/train", "station", "services", ",", "there", "are", "several", "local", "taxi", "companies", "that", "are", "reliable", "." ]
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[ "It", "should", "make", "some", "sense", ",", "so", "that", "it", "will", "be", "easier", "to", "learn", "and", "speak", "with", "[", "Example", ":", "Do", "n't", "use", "oh", "as", "e", ",", "hello", "as", "llo", ",", "and", "See", "ya", "as", "c", "yah", ")", "." ]
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[ "If", "you", "already", "own", "a", "Beavertail", "cactus", ",", "you", "can", "make", "your", "own", "cuttings", "." ]
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[ "Tips" ]
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[ "As", "you", "mark", "things", "off", ",", "you", "will", "be", "motivated", "to", "continue", "doing", "so", ",", "and", "seeing", "it", "on", "a", "regular", "basis", "will", "remind", "you", "that", "your", "project", "needs", "to", "be", "done", "." ]
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[ "\"", "He", "'s", "hanging", "out", "with", "the", "celebrities", ",", "and", "has", "kind", "of", "become", "the", "same", "sort", "of", "celebrity", "he", "was", "interested", "in", "documenting", "earlier", "in", "his", "career", "\"", ",", "Wilkins", "said", "." ]
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[ "Cook", "the", "quinoa", "in", "the", "oven", "for", "roughly", "20", "minutes", ",", "or", "until", "most", "of", "the", "liquid", "is", "gone", "." ]
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[ "Name", "streets", "East", "of", "Main", "are", "cities", "east", "of", "the", "Mississippi", "River", ",", "vice", "versa", "for", "name", "streets", "west", "of", "Main", "." ]
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[ "You", "wo", "n't", "be", "tripping", "over", "boxes", "and", "you", "can", "have", "a", "better", "idea", "of", "what", "you", "have", "and", "where", "things", "are", "." ]
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[ "What", "are", "they", "fighting", "for", "?" ]
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[ "From", "the", "Southwest", "/", "Oklahoma", "City", "-", "I-44", "East", ",", "aka", "the", "\"", "Turner", "Turnpike", ".", "\"" ]
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[ "try", "for", "a", "large", "body", "of", "water", "if", "you", "are", "confident", "your", "companion", "can", "save", "you", "from", "drowning", "." ]
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[ "Today", "'s", "announcement", "is", "an", "affront", "to", "the", "thousands", "of", "dedicated", "men", "and", "women", "at", "Johnson", "Space", "Center", ",", "the", "greater", "Houston", "community", "and", "the", "State", "of", "Texas", ",", "and", "I", "m", "deeply", "disappointed", "with", "the", "Administration", "'s", "misguided", "decision", ".", "“" ]
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[ "According", "to", "the", "Arts", "and", "Humanities", "Citation", "Index", "Professor", "Chomsky", "is", "the", "eighth", "most", "cited", "scholar", "of", "all", "time", "." ]
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[ "Place", "two", "parts", "water", "or", "stock", "to", "one", "part", "of", "quinoa", "in", "a", "saucepan", "over", "medium-high", "heat", "and", "bring", "to", "a", "boil", "." ]
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[ "We", "do", "everything", "backwards", "here", "." ]
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[ "\"", "One", "of", "the", "reasons", "that", "iodine", "is", "going", "down", "is", "because", "people", "are", "taking", "that", "good", "healthy", "eating", "message", "and", "not", "adding", "salt", "during", "cooking", ".", "\"" ]
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[ "Be", "nice", "to", "your", "feathered", "friend", "and", "let", "it", "get", "back", "to", "its", "business", "." ]
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[ "Preheat", "the", "oven", "to", "180", "oC", "/", "350", "oF", "." ]
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[ "Clap", "your", "hands", "or", "give", "it", "a", "gentle", "shove", "until", "it", "jumps", "up", "and", "walks", "away", "." ]
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[ "Australian", "woman", "claims", "Church", "of", "Scientology", "imprisoned", "her", "for", "twelve", "years" ]
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[ "\"", "Barn", "cats", "\"", "may", "not", "be", "socialized", "well", "with", "humans", ",", "although", "used", "to", "hunting", "mice", "for", "food", "." ]
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[ "Herrick", "at", "RecentChangesCamp", "2008", "Image", ":", "ShakataGaNai", "." ]
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[ "Cereal", ",", "diaper", "and", "houseware", "boxes", "are", "a", "good", "size", "and", "durable", "." ]
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[ "Monks", "are", "an", "integral", "part", "of", "Buddhism", "in", "Thailand", ",", "and", "Thai", "men", "are", "generally", "expected", "to", "spend", "a", "certain", "amount", "of", "time", "living", "as", "a", "monk", "at", "least", "once", "in", "their", "lifetime", "." ]
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[ "Weed", "out", "the", "smaller", "plants", "to", "give", "the", "larger", "ones", "more", "space", "." ]
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[ "You", "can", "see", "them", "visiting", "and", "talking", "as", "they", "stroll", "along", "the", "streets", ",", "sit", "in", "the", "plazas", "or", "dine", "in", "the", "many", "sidewalk", "restaurants", "." ]
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[ "As", "of", "the", "2001", "census", ",", "the", "population", "of", "York", "was", "181,000", "." ]
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83
[ "Many", "elevators", "play", "music", "in", "the", "background", ",", "usually", "soft", "rock", "or", "smooth", "jazz", "." ]
[ 13, 14, 0, 1, 0, 1, 2, 0, 0, 1, 2, 0, 1, 2, 0 ]
84
[ "Politics", "and", "conflicts" ]
[ 1, 0, 1 ]
85
[ "You", "can", "walk", "in", "worlds", "created", "by", "the", "imagination", "of", "people", "." ]
[ 11, 0, 0, 0, 1, 2, 2, 2, 2, 2, 2, 0 ]
86
[ "So", "I", "think", "the", "first", "question", "is", ",", "what", "is", "this", "all", "about", ",", "why", "should", "we", "even", "be", "debating", "NATO", ",", "is", "there", "any", "reason", "why", "it", "should", "exist", "?" ]
[ 0, 11, 0, 1, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 0, 0, 0, 9, 0, 0, 0, 1, 2, 2, 2, 2, 2, 0 ]
87
[ "If", "you", "want", "to", "take", "it", "a", "step", "further", ",", "look", "around", "questioningly", "at", "everyone", "in", "the", "elevator", "when", "no", "one", "gets", "off", "at", "the", "floors", "you", "pushed", ".", "[", "1", "]" ]
[ 0, 11, 0, 0, 0, 5, 1, 2, 0, 0, 0, 0, 0, 0, 11, 12, 12, 12, 0, 11, 12, 0, 0, 0, 13, 14, 11, 0, 0, 0, 0, 0 ]
88
[ "The", "costs" ]
[ 1, 2 ]
89
[ "What", "sort", "of", "a", "nose", "did", "Cleopatra", "have", "?" ]
[ 7, 8, 8, 8, 8, 0, 11, 0, 0 ]
90
[ "I", "understood", "it", "was", "an", "Oath", "to", "ALL", "of", "our", "people", "." ]
[ 11, 0, 1, 0, 1, 2, 2, 2, 2, 2, 2, 0 ]
91
[ "Felix", "Airways", "offers", "two", "flights", "per", "week", "on", "Wednesday", "afternoon", "and", "Saturday", "morning", "." ]
[ 9, 10, 0, 5, 6, 0, 21, 0, 21, 22, 0, 21, 22, 0 ]
92
[ "From", "the", "west", ",", "the", "A59", "and", "the", "M62", "provide", "connections", "from", "Liverpool", "and", "Manchester", ",", "and", "from", "the", "north", "the", "A1", "and", "the", "A19", "link", "York", "with", "Tyneside", ",", "Northumberland", "and", "south-eastern", "Scotland", "." ]
[ 0, 0, 0, 0, 13, 14, 0, 13, 14, 0, 1, 2, 2, 2, 2, 0, 0, 0, 0, 0, 13, 14, 0, 13, 14, 0, 13, 0, 13, 0, 13, 0, 13, 14, 0 ]
93
[ "It", "'s", "very", "beautiful", "I", "think", "." ]
[ 5, 0, 0, 0, 11, 0, 0 ]
94
[ "Get", "your", "chickens", "used", "to", "humans", "and", "novelty", "." ]
[ 0, 11, 3, 0, 0, 11, 0, 1, 0 ]
95
[ "It", "is", "likely", "that", "the", "shock", "will", "dislocate", "or", "break", "both", "your", "arms", ";" ]
[ 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 7, 8, 8, 0 ]
96
[ "In", "2014", "the", "Italian", "municipal", "tax", "discipline", "has", "changed", "from", "the", "ICI", "system", "to", "the", "IMU", "system", "by", "the", "Monti", "government", "." ]
[ 0, 21, 1, 2, 2, 2, 2, 0, 0, 0, 1, 2, 2, 0, 1, 2, 2, 0, 9, 10, 10, 0 ]
97
[ "The", "referee", "should", "ensure", "that", "rules", "are", "being", "followed", "." ]
[ 11, 12, 0, 0, 0, 1, 0, 0, 0, 0 ]
98
[ "A", "large", "central", "market", "and", "numerous", "small", "shops", "are", "found", "all", "around", "the", "main", "plaza", "." ]
[ 13, 14, 14, 14, 0, 13, 14, 14, 0, 0, 0, 0, 13, 14, 14, 0 ]
99
[ "Bos", "obtained", "his", "doctorate", "from", "the", "University", "of", "Copenhagen", "." ]
[ 11, 0, 1, 2, 0, 9, 10, 10, 10, 0 ]

GUM: The Georgetown University Multilayer Corpus

The GUM corpus was collected and annotated at Georgetown University. For more information, see the LICENSE.

Structure

  • Number of labels: 23
['O',
 'B-abstract', 'I-abstract',
 'B-animal', 'I-animal',
 'B-event', 'I-event',
 'B-object', 'I-object',
 'B-organization', 'I-organization',
 'B-person', 'I-person',
 'B-place', 'I-place',
 'B-plant', 'I-plant',
 'B-quantity', 'I-quantity',
 'B-substance', 'I-substance',
 'B-time', 'I-time']

Train set

Number of sentences in the train set: 2495

Label count in train set:

Label Count
O 20460
I-abstract 4687
I-event 2707
I-place 2212
B-abstract 2002
B-person 1920
I-person 1866
I-object 1732
B-place 1150
B-object 1017
B-event 738
I-time 663
I-organization 552
I-substance 458
B-time 401
B-organization 397
B-substance 278
I-quantity 203
I-plant 166
B-plant 144
B-animal 141
I-animal 120
B-quantity 97

Test set

Number of sentences in the test set: 1000

Label count in test set:

Label Count
O 8543
I-abstract 2048
I-event 934
I-place 926
B-person 823
B-abstract 798
I-object 782
I-person 685
B-place 469
B-object 420
B-event 315
I-organization 278
I-time 242
B-organization 192
I-substance 183
B-time 179
B-substance 95
I-quantity 77
B-plant 62
I-plant 56
B-quantity 44
I-animal 43
B-animal 42

Citation

 @Article{Zeldes2017,
   author    = {Amir Zeldes},
   title     = {The {GUM} Corpus: Creating Multilayer Resources in the Classroom},
   journal   = {Language Resources and Evaluation},
   year      = {2017},
   volume    = {51},
   number    = {3},
   pages     = {581--612},
   doi       = {http://dx.doi.org/10.1007/s10579-016-9343-x}
 }
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