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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 4 new columns ({'answers', 'positive_examples', 'bm25_query', 'negative_examples'}) and 3 missing columns ({'offsets_in_document', 'answer', 'score'}).

This happened while the json dataset builder was generating data using

hf://datasets/Intel/CoreSearch/train/Dev_queries.json (at revision df3f33d1bb12dfa21f0f7f47899fae8bdf22f38f)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              context: list<item: string>
                child 0, item: string
              answers: null
              endIndex: int64
              bm25_query: string
              startIndex: int64
              id: string
              negative_examples: list<item: string>
                child 0, item: string
              mention: list<item: string>
                child 0, item: string
              positive_examples: list<item: string>
                child 0, item: string
              goldChain: string
              to
              {'context': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'answer': Value(dtype='null', id=None), 'endIndex': Value(dtype='int64', id=None), 'startIndex': Value(dtype='int64', id=None), 'offsets_in_document': Value(dtype='null', id=None), 'id': Value(dtype='string', id=None), 'score': Value(dtype='float64', id=None), 'mention': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'goldChain': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 4 new columns ({'answers', 'positive_examples', 'bm25_query', 'negative_examples'}) and 3 missing columns ({'offsets_in_document', 'answer', 'score'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/Intel/CoreSearch/train/Dev_queries.json (at revision df3f33d1bb12dfa21f0f7f47899fae8bdf22f38f)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

answer null	mention sequence	context sequence	offsets_in_document null	id string	goldChain string	endIndex int64	startIndex int64
null	[ "flood", "of", "1977" ]	[ "The", "flood", "was", "preceded", "by", "rains", "from", "March", "9", "that", "did", "not", "stop", "until", "March", "22", ",", "1936", ".", "The", "storms", "brought", "warmer", "50", "°F", "(", "10", "°C", ")", "weather", "that", "was", "a", "ca...	null	114977	2989612	227	225
null	[ "massive", "flood" ]	[ "On", "March", "22", ",", "1971", ",", "Jonel", "Construction", "Company", "bought", "WARD-AM-FM-TV", "and", "changed", "their", "calls", "to", "''", "'", "WJNL-AM-FM-TV", "'", "''", "the", "following", "year", ",", "doing", "business", "as", "Cover", "Broad...	null	114978	2989612	131	130
null	[ "1977", "flood" ]	[ "Extensive", "damage", "from", "the", "1977", "flood", "was", "heavy", "and", "there", "was", "talk", "of", "the", "company", "pulling", "out", ".", "Again", ",", "the", "city", "won", "a", "reprieve", "from", "the", "company", "'s", "top", "management", ...	null	114979	2989612	5	4
null	[ "Johnstown", "Flood", "of", "1977" ]	[ "Laurel", "Run", "Dam", ",", "also", "known", "as", "Laurel", "Run", "Dam", "No.", "2", ",", "was", "an", "earthen", "embankment", "dam", "that", "failed", "during", "the", "Johnstown", "Flood", "of", "1977", ".", "It", "had", "the", "largest", "reservoi...	null	114980	2989612	25	22
null	[ "2014", "Libertarian", "National", "Convention" ]	[ "At", "the", "2014", "Libertarian", "National", "Convention", "in", "Columbus", ",", "Ohio", ",", "Neale", "was", "defeated", "by", "Nicholas", "Sarwark", "in", "his", "bid", "for", "re-election", "as", "LNC", "chair", ".", "However", ",", "Neale", "was", ...	null	76810	717321	5	2
null	[ "2014", "Libertarian", "National", "Convention" ]	[ "At", "the", "2014", "Libertarian", "National", "Convention", "in", "the", "United", "States", ",", "former", "chairman", "of", "the", "Libertarian", "National", "Committee", "Geoff", "Neale", "was", "appointed", "to", "help", "with", "the", "creation", "of", ...	null	76811	717321	5	2
null	[ "T", "in", "the", "Park" ]	[ "On", "2", "June", "2012", "she", "performed", "the", "song", "in", "the", "finale", "of", "second", "edition", "of", "the", "Polish", "''", "X-Factor", "''", "along", "with", "Polish", "girlband", "The", "Chance", "participating", "in", "the", "competition"...	null	113117	2892840	83	80
null	[ "T", "in", "the", "Park", "2012" ]	[ "In", "2011", ",", "James", "started", "presenting", "the", "BBC", "Three", "'s", "coverage", "of", "Glastonbury", "and", "in", "August", "2012", ",", "the", "Reading", "and", "Leeds", "Festival", "(", "both", "with", "Fearne", "Cotton", ")", ".", "He", ...	null	113118	2892840	38	34
null	[ "T", "in", "the", "Park", "2012" ]	[ "In", "April", ",", "Ora", "sang", "a", "live", "acoustic", "version", "of", "\"", "How", "We", "Do", "(", "Party", ")", "\"", "on", "Wired", "96.5", "radio", "in", "Philadelphia", ".", "In", "April", "2012", ",", "Ora", "performed", "\"", "How", "We...	null	113119	2892840	142	138
null	[ "T", "in", "the", "Park", "2012" ]	[ "The", "band", "formed", "while", "studying", "music", "at", "Dundee", "College", "in", "2009", "and", "quickly", "made", "a", "name", "for", "themselves", "in", "support", "slots", "with", "The", "View", ".", "They", "recorded", "their", "first", "album", ...	null	113120	2892840	77	73
null	[ "T", "in", "the", "Park" ]	[ "On", "7", "July", "2012", "she", "performed", "the", "song", "at", "T", "in", "the", "Park", "in", "the", "King", "Tut", "'s", "Wah", "Wah", "Tent", ".", "On", "7", "August", "2012", "she", "performed", "the", "song", "on", "daily", "entertainment", ...	null	113121	2892840	12	9
null	[ "2006", "Dahab", "bombings" ]	[ "The", "tourist", "industry", "in", "Egypt", "in", "general", "and", "in", "Luxor", "in", "particular", "was", "seriously", "affected", "by", "the", "resultant", "slump", "in", "visitors", "and", "remained", "depressed", "until", "sinking", "even", "lower", "w...	null	122657	4297796	50	48
null	[ "Dahab", "bombings" ]	[ "The", "Emergency", "Law", "has", "been", "continuously", "extended", "every", "three", "years", "since", "1981", ".", "The", "legislation", "was", "extended", "in", "2003", "and", "was", "due", "to", "expire", "on", "31", "May", "2006", ".", "In", "2006",...	null	122658	4297796	76	75
null	[ "2006", "Dahab" ]	[ "He", "entered", "the", "Egyptian", "Military", "Academy", "in", "1996", ",", "from", "which", "he", "graduated", "in", "2000", ".", "He", "served", "in", "the", "Egyptian", "Army", ",", "initially", "as", "a", "regular", "infantryman", "and", "later", "as...	null	122659	4297796	70	69
null	[ "three", "bombings" ]	[ "In", "early", "August", "2012", ",", "Israel", "'s", "National", "Security", "Council", "'s", "counter-terrorism", "bureau", "renewed", "its", "travel", "advisory", "against", "visiting", "the", "Sinai", "Peninsula", ",", "due", "to", "information", "on", "pote...	null	122660	4297796	63	62
null	[ "2006", "Dahab", "bombings" ]	[ "Since", "the", "early", "2000s", ",", "Sinai", "has", "been", "the", "site", "of", "several", "terror", "attacks", "against", "tourists", ",", "the", "majority", "of", "whom", "are", "Egyptian", ".", "Investigations", "have", "shown", "that", "these", "were...	null	122661	4297796	85	83
null	[ "Dahab", "in", "2006" ]	[ "Militants", "struck", "again", "in", "Cairo", "at", "tourists", "in", "April", "2005", ",", "killing", "three", "and", "wounding", "several", ".", "Similar", "attacks", "took", "place", "in", "resorts", "in", "Sharm", "el-Sheikh", "in", "July", "2005", "and...	null	122662	4297796	33	31
null	[ "2006", "Dahab", "bombings" ]	[ "Significant", "security", "threats", "have", "had", "an", "ongoing", "effect", "on", "the", "industry", "over", "the", "past", "twenty", "years", ".", "Fifty-eight", "foreign", "tourists", "were", "killed", "in", "the", "1997", "Luxor", "massacre", ".", "The"...	null	122663	4297796	71	69
null	[ "2006", "Dahab", "bombings" ]	[ "Egypt", "suffers", "from", "religious", "violence", "and", "terrorism", ",", "in", "frequent", "attacks", "both", "on", "tourist", "and", "on", "religious", "minorities", ".", "Notable", "examples", "include", "the", "Luxor", "massacre", "(", "1997", ")", ","...	null	122664	4297796	46	44
null	[ "Dahab", "bombings" ]	[ "In", "Egypt", ",", "a", "State", "of", "Emergency", "has", "been", "in", "effect", "almost", "continuously", "since", "1967", ".", "Following", "the", "assassination", "of", "President", "Anwar", "el-Sadat", "in", "1981", ",", "a", "state", "of", "emergency...	null	122665	4297796	92	91
null	[ "Miss", "Russia", "2017" ]	[ "She", "was", "invited", "to", "be", "one", "of", "the", "judges", "in", "the", "final", "of", "Miss", "World", "2010", ",", "Miss", "World", "2011", ",", "Miss", "World", "2015", "as", "well", "as", "Mister", "World", "2010", "alongside", "other", "Mi...	null	107283	2173988	73	71
null	[ "Miss", "Russia", "2017" ]	[ "Ksenia", "Alexandrova", "(", ",", "born", "12", "November", "1994", ")", "is", "a", "Russian", "model", "and", "beauty", "pageant", "titleholder", ".", "She", "was", "first", "runner-up", "at", "the", "Miss", "Russia", "2017", "pageant", "and", "later", "...	null	107284	2173988	26	24
null	[ "Miss", "Russia", "2017" ]	[ "Alexandrova", "represented", "Moscow", "in", "the", "Miss", "Russia", "2017", "competition", ",", "and", "placed", "as", "first", "runner-up", ".", "She", "succeeded", "outgoing", "Miss", "Russia", "2016", "1st", "Runner-up", "and", "Miss", "Universe", "Russia"...	null	107285	2173988	7	5
null	[ "Miss", "Russia", "2017" ]	[ "Polina", "Alexeyevna", "Popova", "(", ",", "born", "1", "June", "1995", ")", "is", "a", "Russian", "model", "and", "beauty", "pageant", "titleholder", "who", "was", "crowned", "Miss", "Russia", "2017", ".", "She", "represented", "Russia", "at", "the", "Mi...	null	107286	2173988	23	21
null	[ "2010", "China", "floods" ]	[ "2010", "Gansu", "mudslide", "was", "a", "deadly", "mudslide", "in", "Zhouqu", "County", ",", "Gannan", "Tibetan", "Autonomous", "Prefecture", ",", "China", "that", "occurred", "at", "12", "midnight", "on", "8", "August", "2010", ".", "It", "was", "caused", ...	null	108417	2326058	50	48
null	[ "floods" ]	[ "Cities", "along", "the", "river", "include", ":", "In", "November", "2005", ",", "the", "river", "was", "contaminated", "with", "benzene", ",", "leading", "to", "a", "shutdown", "of", "Harbin", "'s", "water", "supply", ".", "The", "spill", "stretched", "a...	null	108418	2326058	68	68
null	[ "2010", "China", "floods" ]	[ "For", "example", ",", "the", "Three", "Gorges", "Dam", "on", "the", "Yangtze", "River", "in", "China", "is", "more", "than", "five", "times", "the", "size", "of", "the", "Hoover", "Dam", "(", "U.S.", ")", ",", "and", "creates", "a", "reservoir", "long...	null	108419	2326058	81	79
null	[ "2010", "China", "floods" ]	[ "The", "city", "has", "been", "subject", "to", "devastating", "floods", ",", "which", "are", "now", "supposed", "to", "be", "controlled", "by", "the", "ambitious", "Three", "Gorges", "Dam", ",", "a", "project", "which", "was", "completed", "in", "2008", "....	null	108420	2326058	82	80
null	[ "2004", "Oscars", "ceremony" ]	[ "In", "the", "1959", "review", "for", "''", "Sight", "&", "Sound", "''", ",", "David", "Vaughan", "calls", "''", "Gigi", "''", "\"", "an", "elegant", "film", "\"", "with", "a", "\"", "cultivated", "visual", "taste", "which", "is", "everywhere", "apparent...	null	20435	54794	847	845
null	[ "2004", "Academy", "Awards" ]	[ "In", "addition", ",", "she", "has", "appeared", "on", "numerous", "soundtracks", ",", "and", "helped", "renew", "interest", "in", "bluegrass", "music", "in", "the", "United", "States", ".", "Her", "soundtrack", "performances", "have", "led", "to", "further", ...	null	20436	54794	84	82
null	[ "Academy", "Awards" ]	[ "''", "Les", "Triplettes", "by", "Belleville", "''", "(", "''", "The", "Triplets", "of", "Belleville", "''", ")", ",", "2003", ",", "directed", "by", "Sylvain", "Chomet", "was", "nominated", "for", "two", "Academy", "Awards", "—", "Best", "Animated", "Feat...	null	20450	54794	26	25
null	[ "previous", "year", "'s", "ceremony" ]	[ "Other", "media", "outlets", "received", "the", "broadcast", "more", "positively", ".", "Film", "critic", "Roger", "Ebert", "noted", "that", "Rock", "\"", "opened", "on", "a", "high-energy", "quick-talking", "note", "\"", "He", "also", "added", ",", "\"", "C...	null	20451	54794	180	177
null	[ "76th", "Academy", "Awards" ]	[ "''", "Biola", "Tak", "Berdawai", "''", "(", ")", "is", "an", "Indonesian", "film", "directed", "by", "Sekar", "Ayu", "Asmara", ".", "It", "was", "released", "by", "Kalyana", "Shira", "Film", "on", "22", "March", "2003", ",", "with", "wider", "release", ...	null	20455	54794	84	82
null	[ "76th", "ceremony" ]	[ "84th", "Academy", "Awards", "ceremony", ",", "presented", "by", "the", "Academy", "of", "Motion", "Picture", "Arts", "and", "Sciences", "(", "AMPAS", ")", ",", "honored", "the", "best", "films", "of", "2011", "in", "the", "United", "States", "and", "took"...	null	20460	54794	140	139
null	[ "2004", "Academy", "Awards" ]	[ "She", "has", "released", "fourteen", "albums", ",", "appeared", "on", "numerous", "soundtracks", ",", "and", "helped", "renew", "interest", "in", "bluegrass", "music", "in", "the", "United", "States", ".", "Her", "soundtrack", "performances", "have", "led", "...	null	20470	54794	73	71
null	[ "76th", "Academy", "Awards" ]	[ "The", "song", "won", "the", "Oscar", "for", "Best", "Original", "Song", "at", "the", "76th", "Academy", "Awards", ",", "one", "of", "''", "Return", "of", "the", "King", "''", "'s", "eleven", "wins", ".", "Lennox", "also", "performed", "the", "song", "...	null	20473	54794	13	11
null	[ "2004", "Academy", "Awards" ]	[ "Despite", "being", "a", "commercial", "failure", "on", "release", "(", "grossing", "only", "80,000", ")", ",", "the", "film", "went", "on", "to", "win", "critical", "praise", "and", "a", "cult", "following", "plus", "won", "over", "new", "viewers", "follo...	null	20485	54794	52	50
null	[ "76th", "Academy", "Awards" ]	[ "In", "2004", "he", "was", "selected", "to", "create", "the", "signature", "image", "for", "the", "76th", "Academy", "Awards", ".", "The", "artwork", "enlivened", "the", "facade", "of", "the", "Kodak", "Theater", "in", "Hollywood", ",", "CA", "and", "was",...	null	20492	54794	14	12
null	[ "76th", "Academy", "Awards" ]	[ "For", "his", "performance", "as", "Captain", "Jack", "Sparrow", ",", "Johnny", "Depp", "won", "several", "awards", ",", "including", "Outstanding", "Performance", "by", "a", "Male", "Actor", "in", "a", "Leading", "Role", "at", "the", "10th", "Screen", "Acto...	null	20496	54794	93	91
null	[ "2010", "Yushu", "earthquake" ]	[ "The", "Surmang", "monasteries", "were", "again", "largely", "destroyed", "during", "the", "Chinese", "invasion", "of", "Tibet", "and", "the", "subsequent", "Cultural", "Revolution", ".", "In", "recent", "years", "Namgyal-tse", "has", "been", "largely", "restored"...	null	84851	915975	71	69
null	[ "earthquake", "in", "Qinghai" ]	[ "Chinese", "Premier", "Hu", "Jintao", "showed", "China", "'s", "willingness", "to", "be", "a", "positive", "partner", "in", "global", "development", "when", "he", "showed", "China", "'s", "meteoric", "rise", "in", "saying", ":", "\"", "The", "scale", "and", ...	null	84853	915975	328	326
null	[ "earthquake", "in", "2010" ]	[ "On", "15", "August", ",", "a", "day", "of", "mourning", "was", "observed", ",", "with", "flags", "lowered", "to", "half-mast", "at", "government", "buildings", "within", "China", "and", "at", "embassies", "in", "foreign", "countries", ".", "Additionally", "...	null	84855	915975	72	70
null	[ "2010", "Yushu", "earthquake" ]	[ "The", "airport", "played", "an", "important", "role", "in", "the", "delivery", "of", "rescue", "personnel", "and", "relief", "supplies", "to", "the", "area", "affected", "by", "the", "2010", "Yushu", "earthquake", ".", "The", "facility", "was", "re-opened", ...	null	84856	915975	23	21
null	[ "Qinghai", "earthquake" ]	[ "A", "colorless", "version", "of", "the", "logo", "is", "particularly", "used", "on", "a", "local", "homepage", "in", "recognition", "of", "a", "major", "tragedy", ",", "often", "for", "several", "days", ".", "The", "design", "was", "apparently", "first", ...	null	84857	915975	77	76
null	[ "2010", "Yushu", "earthquake" ]	[ "''", "Ip", "Man", "2", "''", "was", "released", "in", "select", "Asian", "countries", "and", "in", "Australia", "on", "29", "April", "2010", ".", "Prior", "to", "its", "release", ",", "Mandarin", "Films", "publicly", "launched", "the", "film", "'s", "of...	null	84861	915975	61	59
null	[ "Yushu", "earthquake" ]	[ "A", "ROKPA", "International", "project", "based", "at", "Samye", "Ling", "to", "raise", "funds", "for", "the", "girls", "school", "at", "Kandze", "Monastery", "was", "successful", "in", "reaching", "its", "target", "of", "£", "9,449", ".", "As", "at", "20...	null	84862	915975	42	41
null	[ "2010", "Yushu", "earthquake" ]	[ "Both", "China", "and", "the", "Republic", "of", "Congo", "have", "donated", "aid", "projects", "to", "each", "other", ".", "The", "Chinese", "government", "fully", "funded", "the", "construction", "of", "a", "EUR", "52", "million", "new", "parliament", "in"...	null	84864	915975	66	64
null	[ "earthquake" ]	[ "On", "14", "April", "2010", ",", "an", "earthquake", "struck", "the", "prefecture", ",", "registering", "a", "magnitude", "of", "6.9", "(", "USGS", ",", "EMSC", ")", "or", "7.1", "(", "Xinhua", ")", ".", "It", "originated", "in", "the", "Yushu", "Tibe...	null	84867	915975	6	6
null	[ "massacre", "of", "Italian", "troops", "by", "the", "Germans" ]	[ "The", "main", "characters", "are", "Antonio", "Corelli", ",", "an", "Italian", "army", "captain", ",", "and", "Pelagia", ",", "the", "daughter", "of", "the", "local", "physician", ",", "Dr", "Iannis", ".", "An", "important", "event", "in", "the", "novel",...	null	85928	947717	39	33
null	[ "Massacre", "of", "the", "Acqui", "Division" ]	[ "In", "Agia", "Dynati", ",", "members", "of", "the", "33", "Infantry", "Division", "Acqui", "were", "killed", "by", "Germans", "during", "the", "infamous", "\"", "Massacre", "of", "the", "Acqui", "Division", ".", "\"" ]	null	85932	947717	23	19
null	[ "nine", "thousand", "surviving", "Italian", "soldiers", "were", "executed" ]	[ "Approximately", "five", "thousand", "of", "the", "nine", "thousand", "surviving", "Italian", "soldiers", "were", "executed", "in", "reprisal", "by", "the", "German", "forces", ".", "The", "book", "''", "Corelli", "'s", "Mandolin", "''", ",", "by", "Louis", ...	null	85934	947717	11	5
null	[ "Acqui", "Division", "massacre" ]	[ "Perhaps", "the", "best", "known", "appearance", "of", "Cephalonia", "in", "popular", "culture", "is", "in", "the", "novel", "''", "Captain", "Corelli", "'s", "Mandolin", "''", ",", "by", "the", "English", "author", "Louis", "de", "Bernières", ".", "The", ...	null	85935	947717	64	62
null	[ "murder", "of", "thousands", "of", "Italians" ]	[ "104th", "Jäger", "Division", "was", "a", "German", "infantry", "division", "of", "World", "War", "II", ".", "It", "was", "formed", "in", "April", "1943", ",", "by", "the", "redesignation", "of", "the", "704th", "Infantry", "Division", ",", "which", "was",...	null	85936	947717	104	100
null	[ "Massacre", "of", "the", "Acqui", "Division" ]	[ "In", "May", "1943", "the", "division", "transferred", "for", "garrison", "duties", "to", "the", "Greek", "island", "of", "Cefalonia", ".", "After", "Italy", "'s", "surrender", "to", "the", "Allies", "on", "3", "September", "1943", "the", "divisions", "comma...	null	85938	947717	118	114
null	[ "Cephalonia", "Massacre" ]	[ "Luigi", "Silori", "(", "19", "November", "1921", "–", "9", "July", "1983", ")", "was", "an", "Italian", "literary", "critic", ",", "novelist", ",", "playwright", ",", "and", "a", "popular", "radio", "and", "television", "personality", "in", "the", "...	null	85940	947717	84	83
null	[ "Massacre", "of", "the", "Acqui", "Division" ]	[ "''", "Captain", "Corelli", "'s", "Mandolin", "''", "is", "a", "2001", "war", "film", "directed", "by", "John", "Madden", ".", "It", "is", "based", "on", "the", "novel", "''", "Captain", "Corelli", "'s", "Mandolin", "''", "by", "Louis", "de", "Bernières"...	null	85941	947717	50	46
null	[ "Cephalonia", "Massacre" ]	[ "Johannes", "Barge", "(", "23", "March", "1906", "–", "28", "February", "2000", ")", "was", "an", "officer", "in", "the", "Wehrmacht", "of", "Nazi", "Germany", "during", "World", "War", "II", "who", "was", "responsible", "for", "German", "military", "opera...	null	85943	947717	33	32
null	[ "Massacre", "of", "the", "Acqui", "Division" ]	[ "Farsa", "(", ")", "is", "a", "village", "on", "the", "island", "of", "Kefalonia", ",", "Greece", ",", "part", "of", "the", "municipal", "unit", "of", "Argostoli", ".", "It", "is", "situated", "on", "the", "eastern", "shore", "of", "the", "Gulf", "of",...	null	85944	947717	102	98
null	[ "murder", "of", "thousands", "of", "Italians" ]	[ "On", "25", "July", "1943", ",", "soldiers", "from", "the", "division", "attacked", "the", "village", "of", "Mousiotitsa", "in", "Greece", "after", "a", "cache", "of", "weapons", "was", "found", "nearby", ",", "killing", "153", "civilians", ".", "On", "16"...	null	85946	947717	77	73
null	[ "Shaanxi", "earthquake" ]	[ "In", "1556", ",", "during", "the", "rule", "of", "the", "Jiajing", "Emperor", ",", "the", "Shaanxi", "earthquake", "killed", "about", "830,000", "people", ",", "the", "deadliest", "earthquake", "of", "all", "time" ]	null	39490	209422	13	12
null	[ "1556", "Shaanxi", "earthquake" ]	[ "The", "Small", "Wild", "Goose", "Pagoda", "was", "built", "between", "707", "–", "709", ",", "during", "the", "Tang", "dynasty", "under", "Emperor", "Zhongzong", "of", "Tang", "(", "r", "705", "–", "710", ")", ".", "The", "pagoda", "stood", ...	null	39493	209422	41	39
null	[ "1556", "Shaanxi", "earthquake" ]	[ "China", "has", "an", "extensive", "history", "of", "catastrophic", "earthquakes", "that", "ranges", "back", "to", "1290", ".", "The", "first", "verified", "earthquake", "took", "place", "in", "Chih-li", ",", "killing", "roughly", "100,000", "people", ".", "Th...	null	39496	209422	37	35
null	[ "Shaanxi", "earthquake", "of", "1556" ]	[ "Famines", "became", "common", "in", "northern", "China", "in", "the", "early", "17th", "century", "because", "of", "unusually", "dry", "and", "cold", "weather", "that", "shortened", "the", "growing", "season", "–", "effects", "of", "a", "larger", "ecological"...	null	39497	209422	135	132
null	[ "the", "deadliest", "earthquake", "on", "record" ]	[ "The", "ancient", "Dali", "Man", "lived", "in", "the", "modern", "area", "of", "Weinan", ".", "The", "Xiagui", "county", "was", "settled", "in", "the", "year", "of", "668", "BC", "by", "the", "state", "of", "Qin", ".", "Weinan", "got", "its", "name", ...	null	39500	209422	71	67
null	[ "Shaanxi", "earthquake" ]	[ "The", "deadliest", "earthquake", "of", "all", "times", ",", "the", "Shaanxi", "earthquake", "of", "1556", "that", "killed", "over", "800,000", "people", ",", "occurred", "during", "the", "Jiajing", "Emperor", "'s", "reign" ]	null	39501	209422	9	8
null	[ "1556", "Shaanxi", "earthquake" ]	[ "China", "had", "3", "of", "the", "top", "10", "world", "'s", "most", "fatal", "earthquakes", ",", "including", "the", "1556", "Shaanxi", "earthquake", "that", "reportedly", "killed", "more", "than", "830,000", "people", ",", "listed", "as", "the", "deadlies...	null	39505	209422	17	15
null	[ "1556", "Shaanxi", "earthquake" ]	[ "Nargis", "was", "the", "deadliest", "tropical", "cyclone", "worldwide", "since", "the", "Typhoon", "Nina", "in", "1975", ",", "which", "killed", "at", "least", "229,000", "people", ",", "and", "the", "deadliest", "tropical", "cyclone", "in", "the", "North", ...	null	39506	209422	96	94
null	[ "earthquake", "in", "Shaanxi", "province", "in", "1556" ]	[ "According", "to", "author", "Stephen", "Spignesi", ",", "a", "\"", "couple", "of", "days", "\"", "after", "the", "quake", "Dr.", "Pararas-Carayannis", "gave", "United", "Press", "International", "(", "UPI", ")", "an", "estimate", "of", "to", "deaths", ",", ...	null	39507	209422	40	35
null	[ "A", "massive", "earthquake", "in", "1556" ]	[ "A", "massive", "earthquake", "in", "1556", "heavily", "damaged", "the", "pagoda", "and", "reduced", "it", "by", "three", "stories", ",", "to", "its", "current", "height", "of", "seven", "stories" ]	null	39509	209422	4	0
null	[ "Netanya", "terror", "attack" ]	[ "Naftali", "Dean", "(", ";", "November", "8", ",", "1916", "–", "March", "4", ",", "2001", ")", ",", "born", "Naftali", "Dinovitzer", ",", "was", "the", "first", "mayor", "of", "the", "local", "council", "of", "Tel", "Mond", "between", "the", "years", ...	null	122929	4429902	44	42
null	[ "Palestinian", "suicide", "attack" ]	[ "On", "March", "4", ",", "2001", ",", "while", "on", "his", "way", "to", "his", "office", ",", "Dean", "was", "critically", "wounded", "in", "a", "Palestinian", "suicide", "attack", "which", "took", "place", "in", "the", "centre", "of", "Netanya", ".", ...	null	122930	4429902	22	20
null	[ "West", "Coast", "Conference", "Tournament" ]	[ "2011", "–", "12", "Santa", "Clara", "Broncos", "men", "'s", "basketball", "team", "represented", "Santa", "Clara", "University", "during", "the", "2011", "–", "12", "NCAA", "Division", "I", "men", "'s", "basketball", "season", ".", "The", "Broncos", ",", ...	null	117047	3133474	85	82
null	[ "2012", "West", "Coast", "Conference", "Men", "'s", "Basketball", "Tournament" ]	[ "2011", "–", "12", "West", "Coast", "Conference", "men", "'s", "basketball", "season", "begins", "with", "practices", "in", "October", "2011", "and", "ends", "with", "the", "2012", "West", "Coast", "Conference", "Men", "'s", "Basketball", "Tournament", "from",...	null	117048	3133474	27	20
null	[ "West", "Coast", "Conference", "Tournament" ]	[ "2011", "–", "12", "Pepperdine", "Waves", "men", "'s", "basketball", "team", "represented", "Pepperdine", "University", "in", "the", "2011", "–", "12", "NCAA", "Division", "I", "men", "'s", "basketball", "season", ".", "This", "was", "the", "head", "coach", ...	null	117049	3133474	106	103
null	[ "West", "Coast", "Conference", "Tournament" ]	[ "2011", "–", "12", "San", "Diego", "Toreros", "men", "'s", "basketball", "team", "represented", "the", "University", "of", "San", "Diego", "in", "the", "2011", "–", "12", "NCAA", "Division", "I", "men", "'s", "basketball", "season", ".", "This", "was", "...	null	117050	3133474	89	86
null	[ "West", "Coast", "Basketball", "Tournament" ]	[ "2011", "–", "12", "Saint", "Mary", "'s", "Gaels", "men", "'s", "basketball", "team", "represented", "Saint", "Mary", "'s", "College", "of", "California", "in", "the", "2011", "–", "12", "college", "basketball", "season", ".", "This", "was", "head", "coach...	null	117052	3133474	92	89
null	[ "West", "Coast", "Basketball", "Tournament" ]	[ "2011", "–", "12", "San", "Francisco", "Dons", "men", "'s", "basketball", "team", "represented", "the", "University", "of", "San", "Francisco", "in", "the", "2011", "–", "12", "college", "basketball", "season", ".", "This", "was", "head", "coach", "Rex", "...	null	117053	3133474	88	85
null	[ "West", "Coast", "Basketball", "Tournament" ]	[ "2011", "–", "12", "BYU", "Cougars", "men", "'s", "basketball", "team", "represented", "Brigham", "Young", "University", "in", "the", "2011", "–", "12", "college", "basketball", "season", ".", "This", "was", "head", "coach", "Dave", "Rose", "'s", "seventh", ...	null	117056	3133474	86	83
null	[ "48th", "Berlin", "International", "Film", "Festival" ]	[ "It", "is", "Stanley", "Kwan", "'s", "seventh", "feature", "film", ",", "and", "he", "says", "that", "his", "previous", "two", "documentaries", "''", "A", "Personal", "Memoir", "of", "Hong", "Kong", "''", "and", "''", "Yang", "±", "Yin", ":", "Gender", ...	null	17983	43022	156	152
null	[ "48th", "Berlin", "International", "Film", "Festival" ]	[ "In", "1970", ",", "Berger", "starred", "for", "the", "first", "time", "in", "a", "film", "produced", "by", "her", "own", "company", "and", "directed", "by", "her", "husband", ".", "Other", "internationally", "successful", "films", "made", "by", "their", "...	null	17985	43022	242	238
null	[ "48th", "Berlin", "International", "Film", "Festival" ]	[ "The", "film", "was", "entered", "into", "the", "48th", "Berlin", "International", "Film", "Festival", ",", "where", "the", "film", "won", "the", "Blue", "Angel", "Award", "and", "Isabella", "Rossellini", "won", "an", "Honourable", "Mention" ]	null	17992	43022	10	6
null	[ "48th", "Berlin", "International", "Film", "Festival" ]	[ "Kwan", "'s", "films", "often", "deal", "sympathetically", "with", "the", "plight", "of", "women", "and", "their", "struggles", "with", "romantic", "affairs", "of", "the", "heart", ".", "''", "Rouge", "''", "(", "1987", ")", ",", "''", "Full", "Moon", "i...	null	17995	43022	128	124
null	[ "48th" ]	[ "Among", "the", "numerous", "national", "and", "international", "awards", "she", "received", "in", "her", "more", "than", "sixty-year", "career", ",", "in", "1999", "she", "was", "awarded", "her", "country", "'s", "highest", "civilian", "commendation", ",", "t...	null	18008	43022	92	92
null	[ "2011", "Sikkim", "earthquake" ]	[ "The", "Indian", "Air", "Force", "purchased", "six", "C-130J-30s", "in", "early", "2008", "at", "a", "cost", "of", "up", "to", "US$", "1.059", "billion", "for", "its", "special", "operations", "forces", "in", "a", "package", "deal", "with", "the", "US", ...	null	106810	2109487	126	124
null	[ "2011", "Sikkim", "earthquake" ]	[ "Following", "the", "2011", "Sikkim", "earthquake", ",", "four", "Dhruvs", "conducted", "rescue", "operations", ".", "In", "October", "2011", ",", "Jharkhand", "'s", "regional", "government", "appealed", "for", "Mil", "Mi-17", "helicopters", "as", "operations", ...	null	106811	2109487	4	2
null	[ "killer", "quake", "measuring", "6.9" ]	[ "The", "region", "had", "previously", "experienced", "one", "of", "the", "worst", "earthquakes", "in", "1897", ",", "measuring", "8.1", "on", "the", "Richter", "scale", ",", "that", "claimed", "the", "lives", "of", "over", "1,500", "people", ".", "Again", ...	null	106812	2109487	44	41
null	[ "2011", "Sikkim", "earthquake" ]	[ "The", "General", "Officer", "was", "commissioned", "on", "16", "December", "1978", "into", "2", "KUMAON", "(", "BERAR", ")", "(", "The", "Kumaon", "Regiment", ")", ",", "one", "of", "the", "oldest", "and", "most", "decorated", "regiments", "of", "the", ...	null	106813	2109487	83	81
null	[ "Sikkim", "earthquake" ]	[ "Bose", "has", "given", "lectures", "on", "gender", "equality", "and", "human", "rights", "at", "Oxford", "and", "during", "the", "2004", "World", "Youth", "Peace", "Summit", ".", "In", "2009", ",", "he", "toured", "Canada", "lecturing", "on", "global", "c...	null	106816	2109487	68	67
null	[ "Sikkim", "earthquake" ]	[ "In", "2011", ",", "Bhutia", "was", "caught", "in", "the", "Sikkim", "earthquake", ".", "Although", "he", "was", "not", "injured", ",", "his", "United", "Sikkim", "offices", "were", "completely", "destroyed", ".", "In", "the", "aftermath", ",", "he", "join...	null	106817	2109487	9	8
null	[ "2011", "Sikkim", "earthquake" ]	[ "Dhupia", "has", "run", "in", "the", "Mumbai", "Marathon", "to", "support", "the", "Concern", "India", "Foundation", "and", "helped", "to", "raise", "over", "5", "lakhs", ".", "She", "also", "helped", "to", "raise", "money", "for", "victims", "of", "the", ...	null	106818	2109487	33	31
null	[ "Melodifestivalen", "1995" ]	[ "Björn", "Hedström", ",", "who", "was", "one", "of", "Anders", "Engbergs", "'", "singers", ",", "participated", "in", "the", "Swedish", "Melodifestivalen", "1995", "with", "the", "song", "''", "\"", "Du", "är", "drömmen", "jag", "drömt", "\"", "''", ".", ...	null	120602	3689527	17	16
null	[ "Melodifestivalen", "1995" ]	[ "Singer", "Jessica", "G.", "Pilnäs", "who", "participated", "in", "Melodifestivalen", "1995", ",", "finishing", "third", ",", "was", "born", "in", "Åryd" ]	null	120604	3689527	8	7
null	[ "Melodifestivalen", "1995" ]	[ "One", "More", "Time", "have", "participated", "in", "two", "Melodifestivalen", ",", "the", "Swedish", "selections", "for", "the", "Eurovision", "Song", "Contest", ".", "At", "the", "Melodifestivalen", "1995", ",", "they", "entered", "as", "composers", "of", "...	null	120605	3689527	21	20
null	[ "Melodifestivalen", "1995" ]	[ "Sweden", "'s", "entry", "to", "the", "Eurovision", "Song", "Contest", "1995", ",", "held", "in", "Dublin", ",", "Ireland", ",", "was", "decided", "through", "the", "Swedish", "pre-selection", "Melodifestivalen", ".", "Melodifestivalen", "1995", "was", "held", ...	null	120606	3689527	25	24
null	[ "39th", "International", "Film", "Festival", "of", "India" ]	[ "''", "Anbe", "Vaa", "''", "was", "dubbed", "into", "Telugu", "as", "''", "Prema", "Manasulu", "''", "and", "released", "in", "1969", ".", "In", "November", "2008", ",", "the", "Tamil", "original", "was", "screened", "at", "the", "39th", "International", ...	null	106867	2111025	34	29
null	[ "39th", "International", "Film", "Festival", "of", "India" ]	[ "Adurthi", "Subba", "Rao", "(", "16", "December", "1912", "–", "1", "October", "1975", ")", "was", "an", "Indian", "film", "director", ",", "cinematographer", ",", "screenwriter", ",", "editor", "and", "producer", "known", "for", "his", "works", "predo...	null	106868	2111025	101	96
null	[ "1988", "Metro", "Manila", "Film", "Festival" ]	[ "He", "started", "as", "stuntman", "before", "he", "became", "an", "action", "star", ".", "In", "1988", "Metro", "Manila", "Film", "Festival", ",", "Marro", "won", "Best", "Actor", "for", "''", "Patrolman", "''", ",", "which", "also", "won", "him", "the"...	null	84554	906780	16	12
null	[ "14th", "Metro", "Manila", "Film", "Festival" ]	[ "In", "1988", "during", "the", "award-giving", "ceremony", "of", "the", "14th", "Metro", "Manila", "Film", "Festival", ",", "stuntman", "and", "character", "actor-turned-filmmaker", "Baldo", "Marro", "won", "the", "Best", "Actor", "for", "''", "Patrolman", "''",...	null	84555	906780	12	8
null	[ "1988", "Metro", "Manila", "Film", "Festival" ]	[ "On", "13", "November", "1988", ",", "Concepcion", "left", "for", "the", "United", "States", "despite", "not", "yet", "finishing", "his", "scenes", "for", "the", "film", "''", "Pahiram", "ng", "Isang", "Umaga", "''", ",", "directed", "by", "Ishmael", "Bern...	null	84556	906780	49	45
null	[ "Eurovision", "Song", "Contest", "2007" ]	[ "In", "February", "2013", ",", "it", "was", "announced", "that", "Radulović", ",", "Božović", "and", "Jovanović", "would", "take", "part", "in", "Beosong", "2013", ",", "Serbian", "national", "election", "for", "the", "Eurovision", "Song", "Contest", "2013", ...	null	69210	578075	84	81

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The CoreSearch Dataset

A large-scale dataset for cross-document event coreference search

Paper: Cross-document Event Coreference Search: Task, Dataset and Modeling (link-TBD)
CoreSearchV2: A cleaner version of this dataset is now available at https://huggingface.co/datasets/biu-nlp/CoreSearchV2

Languages

English

Load Dataset

You can read/download the dataset files following Huggingface Hub instructions.
For example, below code will load CoreSearch DPR folder:

from huggingface_hub import hf_hub_url, cached_download
import json
REPO_ID = "datasets/Intel/CoreSearch"
DPR_FILES = "/dpr/"

dpr_files = ["dpr/Dev.json", "dpr/Train.json", "dpr/Test.json"]

dpr_jsons = list()
for _file in dpr_files:
    dpr_jsons.append(json.load(open(cached_download(
        hf_hub_url(REPO_ID, _file)), "r")))

Data Splits

Final version of the CD event coreference search dataset
| | Train | Valid | Test | Total |

| ----- | ------ | ----- | ---- | ---- | | WEC-Eng Validated Data | | | | | | # Clusters | 237 | 49 | 236 | 522 | | # Passages (with Mentions) | 1,503 | 341 | 1,266 | 3,110 | | # Added Destructor Passages | 922,736 | 923,376 | 923,746 | 2,769,858 | | # Total Passages | 924,239 | 923,717 | 925,012 | 2,772,968 |

Citation

@inproceedings{eirew-etal-2022-cross,
    title = "Cross-document Event Coreference Search: Task, Dataset and Modeling",
    author = "Eirew, Alon  and
      Caciularu, Avi  and
      Dagan, Ido",
    booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.emnlp-main.58",
    pages = "900--913",
    abstract = "The task of Cross-document Coreference Resolution has been traditionally formulated as requiring to identify all coreference links across a given set of documents. We propose an appealing, and often more applicable, complementary set up for the task {--} Cross-document Coreference Search, focusing in this paper on event coreference. Concretely, given a mention in context of an event of interest, considered as a query, the task is to find all coreferring mentions for the query event in a large document collection. To support research on this task, we create a corresponding dataset, which is derived from Wikipedia while leveraging annotations in the available Wikipedia Event Coreferecene dataset (WEC-Eng). Observing that the coreference search setup is largely analogous to the setting of Open Domain Question Answering, we adapt the prominent Deep Passage Retrieval (DPR) model to our setting, as an appealing baseline. Finally, we present a novel model that integrates a powerful coreference scoring scheme into the DPR architecture, yielding improved performance.",
}

License

We provide the following data sets under a Creative Commons Attribution-ShareAlike 3.0 Unported License. It is based on content extracted from Wikipedia that is licensed under the Creative Commons Attribution-ShareAlike 3.0 Unported License

Contact

If you have any questions please create a Github issue at https://github.com/AlonEirew/CoreSearch.

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Models trained or fine-tuned on Intel/CoreSearch

CNXT/CHaTx

Updated Dec 12, 2023 • 8

HTP/CHaTx

Text Generation • Updated Apr 11, 2023 • 1