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biu-nlp
/

CoreSearch

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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 ({'negative_examples', 'bm25_query', 'answers', 'positive_examples'}) and 3 missing columns ({'answer', 'score', 'offsets_in_document'}).

This happened while the json dataset builder was generating data using

hf://datasets/biu-nlp/CoreSearch/train/Dev_queries.json (at revision 972efa5575dfa6c3eef01e935f6a029089b61daa)

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
              negative_examples: list<item: string>
                child 0, item: string
              startIndex: int64
              endIndex: int64
              positive_examples: list<item: string>
                child 0, item: string
              id: string
              mention: list<item: string>
                child 0, item: string
              answers: null
              goldChain: string
              bm25_query: string
              context: list<item: string>
                child 0, item: string
              to
              {'score': Value(dtype='float64', id=None), 'startIndex': Value(dtype='int64', id=None), 'offsets_in_document': Value(dtype='null', id=None), 'endIndex': Value(dtype='int64', id=None), 'id': Value(dtype='string', id=None), 'answer': Value(dtype='null', id=None), 'mention': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'goldChain': Value(dtype='string', id=None), 'context': Sequence(feature=Value(dtype='string', id=None), length=-1, 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 ({'negative_examples', 'bm25_query', 'answers', 'positive_examples'}) and 3 missing columns ({'answer', 'score', 'offsets_in_document'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/biu-nlp/CoreSearch/train/Dev_queries.json (at revision 972efa5575dfa6c3eef01e935f6a029089b61daa)
              
              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.

mention sequence	startIndex int64	answer null	context sequence	offsets_in_document null	goldChain string	endIndex int64	id string
[ "flood", "of", "1977" ]	225	null	[ "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	2989612	227	114977
[ "massive", "flood" ]	130	null	[ "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	2989612	131	114978
[ "1977", "flood" ]	4	null	[ "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	2989612	5	114979
[ "Johnstown", "Flood", "of", "1977" ]	22	null	[ "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	2989612	25	114980
[ "2014", "Libertarian", "National", "Convention" ]	2	null	[ "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	717321	5	76810
[ "2014", "Libertarian", "National", "Convention" ]	2	null	[ "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	717321	5	76811
[ "T", "in", "the", "Park" ]	80	null	[ "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	2892840	83	113117
[ "T", "in", "the", "Park", "2012" ]	34	null	[ "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	2892840	38	113118
[ "T", "in", "the", "Park", "2012" ]	138	null	[ "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	2892840	142	113119
[ "T", "in", "the", "Park", "2012" ]	73	null	[ "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	2892840	77	113120
[ "T", "in", "the", "Park" ]	9	null	[ "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	2892840	12	113121
[ "2006", "Dahab", "bombings" ]	48	null	[ "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	4297796	50	122657
[ "Dahab", "bombings" ]	75	null	[ "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	4297796	76	122658
[ "2006", "Dahab" ]	69	null	[ "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	4297796	70	122659
[ "three", "bombings" ]	62	null	[ "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	4297796	63	122660
[ "2006", "Dahab", "bombings" ]	83	null	[ "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	4297796	85	122661
[ "Dahab", "in", "2006" ]	31	null	[ "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	4297796	33	122662
[ "2006", "Dahab", "bombings" ]	69	null	[ "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	4297796	71	122663
[ "2006", "Dahab", "bombings" ]	44	null	[ "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	4297796	46	122664
[ "Dahab", "bombings" ]	91	null	[ "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	4297796	92	122665
[ "Miss", "Russia", "2017" ]	71	null	[ "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	2173988	73	107283
[ "Miss", "Russia", "2017" ]	24	null	[ "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	2173988	26	107284
[ "Miss", "Russia", "2017" ]	5	null	[ "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	2173988	7	107285
[ "Miss", "Russia", "2017" ]	21	null	[ "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	2173988	23	107286
[ "2010", "China", "floods" ]	48	null	[ "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	2326058	50	108417
[ "floods" ]	68	null	[ "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	2326058	68	108418
[ "2010", "China", "floods" ]	79	null	[ "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	2326058	81	108419
[ "2010", "China", "floods" ]	80	null	[ "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	2326058	82	108420
[ "2004", "Oscars", "ceremony" ]	845	null	[ "In", "the", "1959", "review", "for", "''", "Sight", "&", "Sound", "''", ",", "David", "Vaughan", "calls", "''", "Gigi", "''", "\"", "an", "elegant", "film", "\"", "with", "a", "\"", "cultivated", "visual", "taste", "which", "is", "everywhere", "apparent...	null	54794	847	20435
[ "2004", "Academy", "Awards" ]	82	null	[ "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	54794	84	20436
[ "Academy", "Awards" ]	25	null	[ "''", "Les", "Triplettes", "by", "Belleville", "''", "(", "''", "The", "Triplets", "of", "Belleville", "''", ")", ",", "2003", ",", "directed", "by", "Sylvain", "Chomet", "was", "nominated", "for", "two", "Academy", "Awards", "—", "Best", "Animated", "Feat...	null	54794	26	20450
[ "previous", "year", "'s", "ceremony" ]	177	null	[ "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	54794	180	20451
[ "76th", "Academy", "Awards" ]	82	null	[ "''", "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	54794	84	20455
[ "76th", "ceremony" ]	139	null	[ "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	54794	140	20460
[ "2004", "Academy", "Awards" ]	71	null	[ "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	54794	73	20470
[ "76th", "Academy", "Awards" ]	11	null	[ "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	54794	13	20473
[ "2004", "Academy", "Awards" ]	50	null	[ "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	54794	52	20485
[ "76th", "Academy", "Awards" ]	12	null	[ "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	54794	14	20492
[ "76th", "Academy", "Awards" ]	91	null	[ "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	54794	93	20496
[ "2010", "Yushu", "earthquake" ]	69	null	[ "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	915975	71	84851
[ "earthquake", "in", "Qinghai" ]	326	null	[ "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	915975	328	84853
[ "earthquake", "in", "2010" ]	70	null	[ "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	915975	72	84855
[ "2010", "Yushu", "earthquake" ]	21	null	[ "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	915975	23	84856
[ "Qinghai", "earthquake" ]	76	null	[ "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	915975	77	84857
[ "2010", "Yushu", "earthquake" ]	59	null	[ "''", "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	915975	61	84861
[ "Yushu", "earthquake" ]	41	null	[ "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	915975	42	84862
[ "2010", "Yushu", "earthquake" ]	64	null	[ "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	915975	66	84864
[ "earthquake" ]	6	null	[ "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	915975	6	84867
[ "massacre", "of", "Italian", "troops", "by", "the", "Germans" ]	33	null	[ "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	947717	39	85928
[ "Massacre", "of", "the", "Acqui", "Division" ]	19	null	[ "In", "Agia", "Dynati", ",", "members", "of", "the", "33", "Infantry", "Division", "Acqui", "were", "killed", "by", "Germans", "during", "the", "infamous", "\"", "Massacre", "of", "the", "Acqui", "Division", ".", "\"" ]	null	947717	23	85932
[ "nine", "thousand", "surviving", "Italian", "soldiers", "were", "executed" ]	5	null	[ "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	947717	11	85934
[ "Acqui", "Division", "massacre" ]	62	null	[ "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	947717	64	85935
[ "murder", "of", "thousands", "of", "Italians" ]	100	null	[ "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	947717	104	85936
[ "Massacre", "of", "the", "Acqui", "Division" ]	114	null	[ "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	947717	118	85938
[ "Cephalonia", "Massacre" ]	83	null	[ "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	947717	84	85940
[ "Massacre", "of", "the", "Acqui", "Division" ]	46	null	[ "''", "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	947717	50	85941
[ "Cephalonia", "Massacre" ]	32	null	[ "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	947717	33	85943
[ "Massacre", "of", "the", "Acqui", "Division" ]	98	null	[ "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	947717	102	85944
[ "murder", "of", "thousands", "of", "Italians" ]	73	null	[ "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	947717	77	85946
[ "Shaanxi", "earthquake" ]	12	null	[ "In", "1556", ",", "during", "the", "rule", "of", "the", "Jiajing", "Emperor", ",", "the", "Shaanxi", "earthquake", "killed", "about", "830,000", "people", ",", "the", "deadliest", "earthquake", "of", "all", "time" ]	null	209422	13	39490
[ "1556", "Shaanxi", "earthquake" ]	39	null	[ "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	209422	41	39493
[ "1556", "Shaanxi", "earthquake" ]	35	null	[ "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	209422	37	39496
[ "Shaanxi", "earthquake", "of", "1556" ]	132	null	[ "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	209422	135	39497
[ "the", "deadliest", "earthquake", "on", "record" ]	67	null	[ "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	209422	71	39500
[ "Shaanxi", "earthquake" ]	8	null	[ "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	209422	9	39501
[ "1556", "Shaanxi", "earthquake" ]	15	null	[ "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	209422	17	39505
[ "1556", "Shaanxi", "earthquake" ]	94	null	[ "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	209422	96	39506
[ "earthquake", "in", "Shaanxi", "province", "in", "1556" ]	35	null	[ "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	209422	40	39507
[ "A", "massive", "earthquake", "in", "1556" ]	0	null	[ "A", "massive", "earthquake", "in", "1556", "heavily", "damaged", "the", "pagoda", "and", "reduced", "it", "by", "three", "stories", ",", "to", "its", "current", "height", "of", "seven", "stories" ]	null	209422	4	39509
[ "Netanya", "terror", "attack" ]	42	null	[ "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	4429902	44	122929
[ "Palestinian", "suicide", "attack" ]	20	null	[ "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	4429902	22	122930
[ "West", "Coast", "Conference", "Tournament" ]	82	null	[ "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	3133474	85	117047
[ "2012", "West", "Coast", "Conference", "Men", "'s", "Basketball", "Tournament" ]	20	null	[ "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	3133474	27	117048
[ "West", "Coast", "Conference", "Tournament" ]	103	null	[ "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	3133474	106	117049
[ "West", "Coast", "Conference", "Tournament" ]	86	null	[ "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	3133474	89	117050
[ "West", "Coast", "Basketball", "Tournament" ]	89	null	[ "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	3133474	92	117052
[ "West", "Coast", "Basketball", "Tournament" ]	85	null	[ "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	3133474	88	117053
[ "West", "Coast", "Basketball", "Tournament" ]	83	null	[ "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	3133474	86	117056
[ "48th", "Berlin", "International", "Film", "Festival" ]	152	null	[ "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	43022	156	17983
[ "48th", "Berlin", "International", "Film", "Festival" ]	238	null	[ "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	43022	242	17985
[ "48th", "Berlin", "International", "Film", "Festival" ]	6	null	[ "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	43022	10	17992
[ "48th", "Berlin", "International", "Film", "Festival" ]	124	null	[ "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	43022	128	17995
[ "48th" ]	92	null	[ "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	43022	92	18008
[ "2011", "Sikkim", "earthquake" ]	124	null	[ "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	2109487	126	106810
[ "2011", "Sikkim", "earthquake" ]	2	null	[ "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	2109487	4	106811
[ "killer", "quake", "measuring", "6.9" ]	41	null	[ "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	2109487	44	106812
[ "2011", "Sikkim", "earthquake" ]	81	null	[ "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	2109487	83	106813
[ "Sikkim", "earthquake" ]	67	null	[ "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	2109487	68	106816
[ "Sikkim", "earthquake" ]	8	null	[ "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	2109487	9	106817
[ "2011", "Sikkim", "earthquake" ]	31	null	[ "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	2109487	33	106818
[ "Melodifestivalen", "1995" ]	16	null	[ "Björn", "Hedström", ",", "who", "was", "one", "of", "Anders", "Engbergs", "'", "singers", ",", "participated", "in", "the", "Swedish", "Melodifestivalen", "1995", "with", "the", "song", "''", "\"", "Du", "är", "drömmen", "jag", "drömt", "\"", "''", ".", ...	null	3689527	17	120602
[ "Melodifestivalen", "1995" ]	7	null	[ "Singer", "Jessica", "G.", "Pilnäs", "who", "participated", "in", "Melodifestivalen", "1995", ",", "finishing", "third", ",", "was", "born", "in", "Åryd" ]	null	3689527	8	120604
[ "Melodifestivalen", "1995" ]	20	null	[ "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	3689527	21	120605
[ "Melodifestivalen", "1995" ]	24	null	[ "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	3689527	25	120606
[ "39th", "International", "Film", "Festival", "of", "India" ]	29	null	[ "''", "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	2111025	34	106867
[ "39th", "International", "Film", "Festival", "of", "India" ]	96	null	[ "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	2111025	101	106868
[ "1988", "Metro", "Manila", "Film", "Festival" ]	12	null	[ "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	906780	16	84554
[ "14th", "Metro", "Manila", "Film", "Festival" ]	8	null	[ "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	906780	12	84555
[ "1988", "Metro", "Manila", "Film", "Festival" ]	45	null	[ "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	906780	49	84556
[ "Eurovision", "Song", "Contest", "2007" ]	81	null	[ "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	578075	84	69210

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YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

The CoreSearch Dataset

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

Paper: Cross-document Event Coreference Search: Task, Dataset and Modeling
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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Paper for biu-nlp/CoreSearch

Cross-document Event Coreference Search: Task, Dataset and Modeling

Paper • 2210.12654 • Published Oct 23, 2022