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[ "Maybe", "we", "will", "all", "have", "to", "go", "on", "strike", "until", "we", "get", "paid", "what", "we", "want." ]
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[ "He", "is", "a", "professor", "of", "Vocational", "Training", "and", "a", "civil", "worker", "at", "the", "Department", "of", "Education.", "Since", "1999", "he", "was", "also", "councillor", "at", "the", "City", "Hall", "in", "Malpartida,", "Cáceres,", "and", "First", "Deputy", "Mayor", "since", "2007." ]
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[ "Two", "hours", "later", "it", "was", "under", "control,", "but", "the", "cause", "is", "not", "yet", "known." ]
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[ "They", "call", "themselves", "journalists", "and", "they", "believe", "they", "are", "doing", "social", "work,", "but", "the", "only", "thing", "they", "do", "is", "turn", "people", "into", "idiots", "with", "their", "bullshit", "information." ]
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[ "Therefore,", "one", "day", "he", "explodes,", "and", "on", "the", "back", "of", "his", "imagination,", "reaches", "a", "strange", "island", "where", "a", "handful", "of", "monsters", "make", "him", "his", "king." ]
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[ "According", "to", "this", "association,", "nearly", "200,000", "animals", "are", "abandoned", "in", "Spain", "every", "year,", "and", "\"many", "of", "them", "suffer", "abuse.\"" ]
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[ "The", "company", "is", "not", "yours." ]
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[ "The", "capital’s", "city", "council", "highlighted", "the", "importance", "of", "this", "court", "decision", "in", "the", "fight", "against", "vandalism." ]
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[ "The", "first", "is", "a", "juicy", "severance", "package", "of", "85", "days", "per", "year", "worked,", "already", "agreed", "upon,", "with", "no", "limit", "on", "seniority", "(the", "average", "is", "around", "15", "years", "and", "the", "gross", "salary,", "1,200", "euros)" ]
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[ "Thus,", "\"suddenly\"", "two", "hooded", "persons", "appeared.", "They", "were", "completely", "covered,", "concealed", "with", "balaclavas", "and", "sunglasses." ]
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[ "Some", "even", "say", "I", "work", "for", "the", "CIA,", "others", "that", "I", "work", "for", "the", "Mosad,", "and", "now", "for", "Microsoft." ]
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[ "The", "technician", "is", "hopeful", "that", "Torres", "will", "return", "to", "his", "best", "form." ]
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[ "The", "third", "television", "personality", "in", "disagreement", "is", "Paco", "León,", "Aída's", "indescribable", "brother", "and", "the", "latest", "discovery", "on", "the", "small", "screen,", "as", "far", "as", "comedians", "go." ]
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[ "The", "ABC", "newspaper", "will", "premiere", "the", "remake", "of", "the", "\"P\"", "series", "in", "November." ]
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[ "Now", "it", "seems", "that", "Mª", "Antonia", "Iglesias", "has", "been", "given", "another", "role." ]
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[ "You", "are", "very", "outgoing", "and", "open", "with", "the", "fans." ]
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[ "Good", "luck", "Rosanna,", "and", "hopefully", "you", "can", "get", "Quesito", "back", "to", "health", "soon." ]
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[ "One", "day,", "the", "sport", "itself,", "in", "the", "mouth", "of", "so", "many", "children", "who", "are", "starting", "to", "take", "their", "first", "steps,", "will", "thank", "us." ]
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[ "And", "this", "good", "man,", "with", "the", "best", "intentions", "that", "he", "may", "have", "had,", "messed", "up." ]
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[ "It", "was", "nothing", "else." ]
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[ "All", "right,", "let's", "enable", "spaces", "for", "people", "to", "destroy", "their", "livers", "without", "disturbing", "others." ]
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[ "Welcome", "back", "to", "the", "great", "Kimi", "Circus.", "F1", "needs", "great", "pilots,", "like", "Kimi.", "It", "can", "be", "really", "fast,", "and", "just", "with", "a", "bit", "of", "performance", "from", "Lotus", "Kimi", "will", "be", "there", "giving", "its", "best." ]
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[ "So,", "if", "you", "find", "any,", "be", "very", "careful", "and", "respect", "them." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
66
[ "Moreover,", "masturbating", "means", "making", "love", "to", "the", "person", "you", "love", "the", "most,", "yourself." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
67
[ "L.:", "Yes,", "we're", "going", "to", "pass", "through", "Alicante." ]
[ 0, 0, 0, 0, 0, 0, 0, 0 ]
68
[ "But", "what", "does", "PSOE", "offer", "you?" ]
[ 0, 0, 0, 0, 0, 0 ]
69
[ "La", "Cañada:", "The", "Neighborhood", "Association", "of", "La", "Cañada", "has", "presented", "claims", "against", "the", "construction", "of", "59", "villas", "in", "a", "zone", "of", "public", "utilities", "from", "which", "the", "sewage", "water", "flows." ]
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70
[ "In", "the", "centre", "of", "Athens,", "a", "police", "squad", "threw", "gas", "bombs", "to", "a", "demonstration", "of", "around", "3,000", "people,", "who", "threw", "rocks", "and", "broke", "shop", "windows", "nearby." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
71
[ "They", "sent", "us", "an", "interesting", "job", "offer", "announcement." ]
[ 0, 0, 0, 0, 0, 0, 0, 0 ]
72
[ "The", "notes", "of", "elementary", "Basque", "students", "recover,", "as", "of", "this", "course,", "the", "traditional", "terminology", "to", "boost", "their", "effort." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0 ]
73
[ "The", "spokesman", "for", "the", "illegalized", "Batasuna", "party,", "Pernando", "Barrena,", "warned", "that", "the", "peace", "process", "in", "the", "Basque", "Country", "is", "\"in", "crisis\"", "and", "\"in", "a", "state", "of", "blockage\"", "due", "to", "the", "attitude", "of", "the", "Government,", "which,", "in", "its", "opinion,", "is", "using", "\"delay", "tactics\"", "to", "avoid", "starting", "up", "the", "so-called", "\"dialogue", "table.\"" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1 ]
74
[ "He", "also", "said", "that", "the", "government's", "decision", "would", "make", "it", "possible", "to", "return", "to", "normality", "and", "open", "the", "way", "to", "national", "dialogue", "for", "both", "sides", "to", "discuss", "major", "issues", "at", "national", "level." ]
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75
[ "Just", "as", "Smithfield", "Market,", "Billingsgate", "Market", "is", "also", "somewhere", "the", "city’s", "major", "restaurants", "visit", "and", "shop." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0 ]
76
[ "The", "state", "average", "of", "links", "between", "women", "is", "quite", "lower:", "just", "32%." ]
[ 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0 ]
77
[ "Please,", "English", "men,", "make", "up", "some", "tale", "that", "us", "normal", "people", "can", "believe." ]
[ 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0 ]
78
[ "The", "crisis", "has", "affected", "the", "demand", "for", "free", "and", "protected", "homes." ]
[ 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0 ]
79
[ "Newly", "separated", "from", "cyclist", "Lance", "Armstrong,", "Sheryl", "Crow", "arrives", "at", "the", "Grammys." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
80
[ "After", "the", "hell", "they", "made", "us", "go", "through", "at", "that", "stony", "field", "that", "they", "dare", "to", "call", "a", "“park”,", "now", "they", "make", "us", "find", "a", "way", "to", "get", "tickets", "for", "one", "day", "as", "if", "we", "were", "idiots!!!" ]
[ 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
81
[ "The", "fact", "that", "we", "are", "going", "back", "to", "Brazil", "to", "fight", "for", "it", "again", "makes", "it", "even", "more", "important." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0 ]
82
[ "He", "was", "a", "\"gentleman\"", "around", "50", "years", "of", "age,", "a", "bit", "fat", "and", "with", "white", "hair", "and", "moustache." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
83
[ "Click", "on", "my", "name,", "only", "if", "you", "are", "nostalgic." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
84
[ "Uruguay", "follows", "in", "fourth", "and", "Brazil", "loses", "one", "spot,", "falling", "to", "rank", "7." ]
[ 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0 ]
85
[ "Representatives", "of", "Fatah", "and", "Hamás", "are", "expected", "to", "meet", "in", "Egypt", "in", "the", "coming", "days." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
86
[ "I", "am", "Colombian,", "and", "I", "would", "like", "to", "say", "that", "the", "Colombian", "guerrilla", "has", "not", "been", "called", "this", "for", "a", "long", "time,", "since", "its", "actions", "do", "not", "point", "to", "the", "revolution", "but", "to", "spreading", "terror", "and", "pain", "throughout", "the", "country." ]
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87
[ "According", "to", "data", "from", "the", "World", "Bank", "and", "the", "United", "Nations,", "equalizing", "women", "farmers'", "access", "to", "resources", "could", "increase", "agricultural", "production", "in", "developing", "countries", "by", "up", "to", "2.5%", "per", "year." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
88
[ "From", "Cuba,", "I", "would", "welcome", "the", "climate", "and", "the", "interpersonal", "relationships." ]
[ 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0 ]
89
[ "But,", "as", "is", "logical,", "it", "is", "a", "personal", "opinion." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
90
[ "He", "claims", "that", "doing", "this", "healed", "his", "herniated", "disk." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
91
[ "Furthermore,", "Moratinos", "held", "a", "meeting", "with", "representatives", "of", "the", "main", "communication", "members,", "those", "that", "explained", "that", "Spain", "will", "have", "\"zero", "tolerance\"", "with", "illegal", "migrants;", "\"anyone", "without", "a", "work", "contract", "is", "not", "going", "to", "stay,\"", "said", "the", "minister,", "as", "a", "someone", "who", "was", "present", "at", "the", "encounter", "specified." ]
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92
[ "I", "haven’t", "read", "it,", "so", "I", "can’t", "state", "an", "opinion,", "but", "I", "had", "always", "thought", "it", "was", "a", "drama." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
93
[ "Only", "Allesandro", "Lecquio", "made", "her", "a", "mother." ]
[ 0, 0, 0, 0, 0, 0, 0 ]
94
[ "I", "do", "not", "understand", "what", "approving", "the", "sexual", "identity", "law", "has", "to", "do", "with", "oral", "and", "dental", "health." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
95
[ "Very", "simple:", "it", "was", "a", "day", "off", "for", "guides", "and", "other", "exhibit", "staff." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
96
[ "Two", "points", "stood", "out:", "that", "many", "countries", "do", "not", "collect", "this", "information", "systematically,", "and", "that", "Spain", "is", "at", "the", "\"rear", "end\"", "of", "Europe", "on", "this", "issue." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0 ]
97
[ "Their", "titles", "were", "names", "of", "music", "groups", "or", "celebrities", "to", "drive", "viewings." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0 ]
98
[ "Sharpton", "added", "that", "he", "will", "be", "meeting", "with", "the", "newspaper's", "sponsors", "to", "encourage", "them", "to", "remove", "their", "ads,", "and", "added", "that", "Newyorkers", "should", "boycott", "the", "publication." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
99
[ "Mar", "Saura,", "Monica", "Bellucci,", "Elsa", "Pataky", "are", "beautiful;", "not", "that", "long-legged", "crane." ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1 ]

Dataset Card for Dataset Name

Meta4XNLI is a parallel dataset with annotations in English and Spanish for metaphor detection at token level (13320 sentences) and metaphor interpretation framed within NLI the task (9990 premise-hypothesis pairs). It is a collection of existing NLI datasets manually labeled for both metaphor tasks.

Dataset Sources

Meta4XNLI is a collection of XNLI and esXNLI datasets with metaphor annotations.

Dataset Structure

The dataset is divided according to detection and interpretation tasks.

  • Detection: labels at token level.
    • splits: train, dev and test files for fine-tuning and evaluation.
    • source_datasets: splits by original source dataset and premises and hypotheses for evaluation.
  • Intepretation: set of sentences split by metaphor occurrence. Non-relevant cases include sentences with metaphors, however, their literal interpretation is not necessary to extract the inference label.
    • splits: train, dev and test files for fine-tuning and evaluation.
    • source_datasets: splits by original source dataset and metaphor presence.

Dataset Fields

  • Detection:

    • "id": example id
    • "tokens": list of text split.
    • "tags": list of metaphor annotations for each token.
      • 0: literal
      • 1: metaphor
  • Interpretation:

    • "language": Spanish (es) or English (en)
    • "gold_label": inference label: entailment, neutral or contradiction
    • "sentence1": premise
    • "sentence2": hypothesis
    • "promptID": premise id
    • "pairID": premise and hypothesis pair id
    • "genre": text domain
    • "source_dataset": original dataset: {xnli.dev, xnli.test, esxnli}

Citation [optional]

If you use Meta4XNLI, please cite our work:

@misc{sanchezbayona2024meta4xnli,
      title={Meta4XNLI: A Crosslingual Parallel Corpus for Metaphor Detection and Interpretation}, 
      author={Elisa Sanchez-Bayona and Rodrigo Agerri},
      year={2024},
      eprint={2404.07053},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

Dataset Card Contact

{elisa.sanchez, rodrigo.agerri}@ehu.eus

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