question_id
stringlengths
11
60
question_text
stringlengths
7
294
decomposition
stringlengths
13
606
operators
stringlengths
10
260
split
stringclasses
1 value
ACADEMIC_train_0
return me the homepage of PVLDB .
return homepages ;return #1 of PVLDB
['select', 'filter']
train
ACADEMIC_train_1
return me the homepage of " H. V. Jagadish " .
return homepages ;return #1 of H. V. Jagadish
['select', 'filter']
train
ACADEMIC_train_10
return me the number of references of " Making database systems usable " .
return references ;return #1 of Making database systems usable ;return number of #2
['select', 'filter', 'aggregate']
train
ACADEMIC_train_100
return me the number of papers in VLDB conference containing keyword " Information Retrieval " .
return papers ;return #1 in VLDB conference ;return #2 containing keyword Information Retrieval ;return number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_101
return me the number of authors who have papers containing keyword " Relational Database " .
return papers ;return #1 containing keyword Relational Database ;return authors of #2 ;return number of #3
['select', 'filter', 'project', 'aggregate']
train
ACADEMIC_train_102
return me the total citations of the papers containing keyword " Natural Language "
return papers ;return #1 containing keyword Natural Language ;return citations of #2 ;return number of #3
['select', 'filter', 'project', 'aggregate']
train
ACADEMIC_train_103
return me the number of the organizations .
return organizations ;return number of #1
['select', 'aggregate']
train
ACADEMIC_train_104
return me the number of the organizations in " North America " .
return organizations ;return #1 in North America ;return number of #2
['select', 'filter', 'aggregate']
train
ACADEMIC_train_105
return me the number of organizations in Databases area .
return Databases area ;return organizations of #1 ;return number of #2
['select', 'project', 'aggregate']
train
ACADEMIC_train_106
return me the number of organizations in Databases area located in " North America " .
return organizations ;return #1 in Databases area ;return #2 located in North America ;return number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_107
return me the number of papers in " University of Michigan " .
return University of Michigan ;return papers in #1 ;return number of #2
['select', 'project', 'aggregate']
train
ACADEMIC_train_108
return me the number of papers in " University of Michigan " in Databases area .
return papers ;return #1 in University of Michigan ;return #2 in Databases area ;return number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_109
return me the number of papers after 2000 in " University of Michigan " .
return papers ;return #1 after 2000 ;return #2 in University of Michigan ;return number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_11
return me the number of citations of " Making database systems usable " .
return citations ;return #1 of Making database systems usable ;return number of #2
['select', 'filter', 'aggregate']
train
ACADEMIC_train_110
return me the number of papers in VLDB conference in " University of Michigan " .
return papers ;return #1 VLDB conference ;return #2 in University of Michigan ;return number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_111
return me the number of papers in PVLDB in " University of Michigan " .
return papers ;return #1 in PVLDB ;return #2 in University of Michigan ;return the number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_112
return me the number of papers in VLDB after 2000 in " University of Michigan " .
return papers ;return #1 in VLDB ;return #2 from after 2000 ;return #3 in University of Michigan ;return number of #4
['select', 'filter', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_113
return me the number of papers in PVLDB after 2000 in " University of Michigan " .
return papers ;return #1 in PVLDB ;return #2 after 2000 ;return #3 in University of Michigan ;return number of #4
['select', 'filter', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_114
return me the total citations of the papers in " University of Michigan " .
return papers ;return #1 in University of Michigan ;return citations of #2 ;return number of #3
['select', 'filter', 'project', 'aggregate']
train
ACADEMIC_train_115
return me the number of researchers in " University of Michigan " .
return University of Michigan ;return researchers of #1 ;return number of #2
['select', 'project', 'aggregate']
train
ACADEMIC_train_116
return me the number of researchers in Databases area in " University of Michigan " .
return researchers ;return #1 in University of Michigan ;return #2 in area Databases ;return number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_117
return me the number of authors who have papers in PVLDB .
return PVLDB ;return papers in #1 ;return authors of #2 ;return number of #3
['select', 'project', 'project', 'aggregate']
train
ACADEMIC_train_118
return me the number of authors who have papers in the VLDB conference .
return papers ;return #1 from VLDB conference ;return authors of #2 ;return number of #3
['select', 'filter', 'project', 'aggregate']
train
ACADEMIC_train_119
return me the number of papers published on PVLDB before 2000 .
return papers ;return #1 published on PVLDB ;return #2 before 2000 ;return number of #3
['select', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_12
return me the year of " Making database systems usable " .
return Making database systems usable ;return year of #1
['select', 'project']
train
ACADEMIC_train_120
return me the number of papers published in the VLDB conference before 2000 .
return VLDB conference ;return papers published in #1 ;return #2 before 2000 ;return number of #3
['select', 'project', 'filter', 'aggregate']
train
ACADEMIC_train_121
return me the total citations of all the papers in PVLDB .
return papers ;return #1 in PVLDB ;return citations of #2 ;return the number of #3
['select', 'filter', 'project', 'aggregate']
train
ACADEMIC_train_122
return me the citations of each paper in PVLDB .
return PVLDB ;return papers of #1 ;return citations of #2
['select', 'project', 'project']
train
ACADEMIC_train_123
return me the total citations of papers in PVLDB in 2005 .
return papers ;return #1 from PVLDB ;return #2 in 2005 ;return citations of #3 ;return number of #4
['select', 'filter', 'filter', 'project', 'aggregate']
train
ACADEMIC_train_124
return me the total citations of papers in PVLDB before 2005 .
return papers ;return #1 from PVLDB ;return #2 before 2005 ;return citations of #3 ;return number of #4 for each #3 ;return sum of #5
['select', 'filter', 'filter', 'project', 'group', 'aggregate']
train
ACADEMIC_train_125
return me the total citations of papers in PVLDB in each year .
return papers ;return #1 in PVLDB ;return citations of #2 ;return number of #3 for each year
['select', 'filter', 'project', 'group']
train
ACADEMIC_train_126
return me the number of papers published in PVLDB in each year .
return papers ;return #1 published in PVLDB ;return number of #2 for each year
['select', 'filter', 'group']
train
ACADEMIC_train_127
return me the total citations of all the papers in the VLDB conference .
return papers ;return #1 from VLDB conference ;return citations of #2 ;return number of #3 for each #2 ;return sum of #4
['select', 'filter', 'project', 'group', 'aggregate']
train
ACADEMIC_train_128
return me the citations of each paper in the VLDB conference .
return the VLDB conference ;return papers of #1 ;return citations of #2
['select', 'project', 'project']
train
ACADEMIC_train_129
return me the total citations of papers in the VLDB conference in 2005 .
return papers ;return #1 from VLDB conference ;return #2 in 2005 ;return citations of #3 ;return number of #4 for each #3 ;return sum of #5
['select', 'filter', 'filter', 'project', 'group', 'aggregate']
train
ACADEMIC_train_13
return me the paper with more than 200 citations .
return papers ;return citations of #1 ;return number of #2 for each #1 ;return #3 where citations is more than 200
['select', 'project', 'group', 'filter']
train
ACADEMIC_train_130
return me the total citations of papers in the VLDB conference before 2005 .
return papers ;return #1 in the VLDB conference ;return #2 before 2005 ;return citations of #3 ;return number of #4 for each #3 ;return sum #4
['select', 'filter', 'filter', 'project', 'group', 'aggregate']
train
ACADEMIC_train_131
return me the total citations of papers in the VLDB conference in each year .
return papers ;return #1 in the VLDB conference ;return citations of #2 ;return number of #3 for each year
['select', 'filter', 'project', 'group']
train
ACADEMIC_train_132
return me the number of papers published in the VLDB conference in each year .
return papers ;return #1 that are published in the VLDB conference ;return number of #2 for each year
['select', 'filter', 'group']
train
ACADEMIC_train_133
return me the authors who have cooperated both with " H. V. Jagadish " and " Divesh Srivastava " .
return H. V. Jagadish ;return Divesh Srivastava ;return authors who have cooperated with both of #1 and #2
['select', 'select', 'intersection']
train
ACADEMIC_train_134
return me the authors who have cooperated with " H. V. Jagadish " or " Divesh Srivastava " .
return authors ;return #1 that have cooperated with H. V. Jagadish ;return #1 that have cooperated with Divesh Srivastava ;return #2 , #3
['select', 'filter', 'filter', 'union']
train
ACADEMIC_train_135
return me the authors who have cooperated with " H. V. Jagadish " after 2000 .
return authors ;return #1 who have cooperated with H. V. Jagadish ;return #2 after 2000
['select', 'filter', 'filter']
train
ACADEMIC_train_136
return me the papers written by " H. V. Jagadish " and " Divesh Srivastava " .
return papers ;return #1 that are written by H. V. Jagadish ;return #1 that are written by Divesh Srivastava ;return #1 in both #2 and #3
['select', 'filter', 'filter', 'intersection']
train
ACADEMIC_train_137
return me the papers written by " H. V. Jagadish " and " Yunyao Li " after 2005 .
return papers ;return #1 written after 2005 ;return #2 by H. V. Jagadish ;return #3 by Yunyao Li
['select', 'filter', 'filter', 'filter']
train
ACADEMIC_train_138
return me the papers written by " H. V. Jagadish " and " Yunyao Li " on PVLDB .
return H. V. Jagadish ;return Yunyao Li ;return papers written by #1 ;return papers written by #2 ;return #3 that are on PVLDB ;return #4 that are on PVLDB ;return #5 , #6
['select', 'select', 'project', 'project', 'filter', 'filter', 'union']
train
ACADEMIC_train_139
return me the papers written by " H. V. Jagadish " and " Yunyao Li " on PVLDB after 2005 .
return papers ;return #1 written by H. V. Jagadish ;return #2 and Yunyao Li ;return #3 on PVLDB ;return #4 after 2005
['select', 'filter', 'filter', 'filter', 'filter']
train
ACADEMIC_train_14
return me the authors who have papers in PVLDB 2010 .
return authors ;return #1 who have papers in PVLDB 2010
['select', 'filter']
train
ACADEMIC_train_140
return me the authors who have cooperated with " H. V. Jagadish " .
return authors ;return #1 who have cooperated with H. V. Jagadish
['select', 'filter']
train
ACADEMIC_train_141
return me the papers written by " H. V. Jagadish " and " Divesh Srivastava " before 2000 .
return papers ;return #1 written by H. V. Jagadish ;return #1 written by Divesh Srivastava ;return #1 in both #2 and #3 ;return #4 before 2000
['select', 'filter', 'filter', 'intersection', 'filter']
train
ACADEMIC_train_142
return me the authors who have cited the papers by " H. V. Jagadish " .
return H. V. Jagadish ;return papers of #1 ;return authors who cited #2
['select', 'project', 'project']
train
ACADEMIC_train_143
return me the number of papers written by " H. V. Jagadish " and " Divesh Srivastava " .
return papers ;return #1 written by H. V. Jagadish ;return #1 written by Divesh Srivastava ;return #1 of both #2 and #3 ;return number of #4
['select', 'filter', 'filter', 'intersection', 'aggregate']
train
ACADEMIC_train_144
return me the number of papers written by " H. V. Jagadish " and " Divesh Srivastava " before 2000 .
return papers ;return #1 written before 2000 ;return #2 by H. V. Jagadish ;return #3 by Divesh Srivastava ;return number of #4
['select', 'filter', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_145
return me the number of papers written by " H. V. Jagadish " , " Yunyao Li " , and " Cong Yu " .
return papers ;return #1 written by H. V. Jagadish ;return #2 written by Yunyao Li ;return #3 written by Cong Yu ;return number of #4
['select', 'filter', 'filter', 'filter', 'aggregate']
train
ACADEMIC_train_146
return me the number of authors who have cooperated with " H. V. Jagadish " .
return authors ;return #1 who have cooperated with H. V. Jagadish ;return number of #2
['select', 'filter', 'aggregate']
train
ACADEMIC_train_147
return me the number of authors who have cited the papers by " H. V. Jagadish " .
return papers ;return #1 by H. V. Jagadish ;return authors who cited #2 ;return number of #3
['select', 'filter', 'project', 'aggregate']
train
ACADEMIC_train_148
return me the papers written by " H. V. Jagadish " and " Divesh Srivastava " with more than 200 citations .
return papers ;return #1 written by H. V. Jagadish ;return #1 written by Divesh Srivastava ;return #1 of both #2 and #3 ;return citations of #4 ;return number of #5 for each #4 ;return #4 where #6 is higher than 200
['select', 'filter', 'filter', 'intersection', 'project', 'group', 'comparative']
train
ACADEMIC_train_15
return me the authors who have papers in PVLDB after 2010 .
return PVLDB ;return papers in #1 ;return #2 after 2010 ;return authors of #3
['select', 'project', 'filter', 'project']
train
ACADEMIC_train_150
return me the conference that has the most number of papers containing keyword " Relational Database " .
return conferences ;return papers of #1 ;return keywords of #2 ;return #2 where #3 is Relational Database ;return number of #4 for each #1 ;return #1 where #5 is highest
['select', 'project', 'project', 'comparative', 'group', 'superlative']
train
ACADEMIC_train_151
return me the journal that has the most number of papers containing keyword " Relational Database " .
return journal ;return papers ;return #2 with keyword Relational Database ;return number of #3 for each #1 ;return #1 where #4 is highest
['select', 'select', 'filter', 'group', 'superlative']
train
ACADEMIC_train_152
return me the number of authors who have more than 10 papers containing keyword " Relational Database " .
return authors ;return papers of #1 ;return #2 containing keyword Relational Database ;return #1 where #3 is more than 10 ;return number of #4
['select', 'project', 'filter', 'comparative', 'aggregate']
train
ACADEMIC_train_153
return me the number of the conferences, which have more than 60 papers containing keyword " Relational Database " .
return conferences ;return papers of #1 ;return keywords in #2 ;return #2 where #3 is Relational Database ;return number of #4 for each #1 ;return #1 where #5 is higher than 60
['select', 'project', 'project', 'comparative', 'group', 'comparative']
train
ACADEMIC_train_154
return me the number of the journals, which have more than 60 papers containing keyword " Relational Database " .
return journals ;return papers in #1 ;return #2 that contain the keyword Relational Database ;return the number of #3 for each #1 ;return #1 where #4 is more than 60 ;return the number of #5
['select', 'project', 'filter', 'group', 'comparative', 'aggregate']
train
ACADEMIC_train_155
return me the number of the authors who have more than 10 papers containing keyword " Relational Database " .
return authors ;return papers of #1 ;return keywords in #2 ;return #2 where #3 contain Relational Database ;return number of #4 for each #1 ;return #1 where #5 is higher than 10 ;return number of #6
['select', 'project', 'project', 'comparative', 'group', 'comparative', 'aggregate']
train
ACADEMIC_train_156
return me the number of conferences, which have more than 60 papers containing keyword " Relational Database " .
return conferences ;return papers of #1 ;return keywords in #2 ;return #2 where #3 contain Relational Database ;return number of #4 for each #2 ;return #1 where #5 is higher than 60 ;return number of #6
['select', 'project', 'project', 'comparative', 'group', 'comparative', 'aggregate']
train
ACADEMIC_train_157
return me the number of journals, which have more than 60 papers containing keyword " Relational Database " .
return journals ;return papers in #1 ;return #2 containing keyword Relational Database ;return number of #3 for each #1 ;return #1 where #4 is more than 60 ;return number of #5
['select', 'project', 'filter', 'group', 'comparative', 'aggregate']
train
ACADEMIC_train_158
return me the number of keywords, which have been contained by more than 100 papers in VLDB conference .
return papers ;return #1 in VLDB conference ;return keywords in #2 ;return number of #2 for each #3 ;return #3 where #4 is more than 100
['select', 'filter', 'project', 'group', 'comparative']
train
ACADEMIC_train_159
return me the number of keywords, which have been contained by more than 100 papers in PVLDB .
return keywords ;return papers that contained #1 ;return #2 in PVLDB ;return number of #3 for each #1 ;return #1 where #4 is higher than 100
['select', 'project', 'filter', 'group', 'comparative']
train
ACADEMIC_train_16
return me the authors who have papers in VLDB conference in 2002 .
return papers ;return #1 in VLDB conference ;return #2 in 2002 ;return authors of #3
['select', 'filter', 'filter', 'project']
train
ACADEMIC_train_160
return me the number of keywords, which have been contained by more than 10 papers of " H. V. Jagadish " .
return H. V. Jagadish ;return papers of #1 ;return keywords of #2 ;return number of #2 for each #3 ;return #3 where #4 is higher than 10 ;return number of #5
['select', 'project', 'project', 'group', 'comparative', 'aggregate']
train
ACADEMIC_train_161
return me the keyword, which have been contained by the most number of papers in VLDB conference .
return papers ;return #1 in VLDB conference ;return keywords in #2 ;return number of #2 for each #3 ;return #3 where #4 is highest
['select', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_162
return me the keyword, which have been contained by the most number of papers in PVLDB .
return papers ;return #1 in PVLDB ;return keywords contained in #2 ;return number of #2 for each #3 ;return #3 where #4 is highest
['select', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_163
return me the keyword, which have been contained by the most number of papers by " H. V. Jagadish " .
return H. V. Jagadish ;return papers of #1 ;return keywords of #2 ;return number of #2 for each #3 ;return #3 where #4 is the highest
['select', 'project', 'project', 'group', 'comparative']
train
ACADEMIC_train_164
return me the journal, which has the most number of papers containing keyword " Relational Database " .
return journals ;return papers of #1 ;return keywords of #2 ;return #2 where #3 is Relational Database ;return number of #2 for each #1 ;return #1 where #5 is highest
['select', 'project', 'project', 'comparative', 'group', 'superlative']
train
ACADEMIC_train_165
return me the conference, which has the most number of papers containing keyword " Relational Database " .
return conferences ;return papers of #1 ;return keywords of #2 ;return #2 where #3 is Relational Database ;return number of #4 for each #1 ;return #1 where #5 is highest
['select', 'project', 'project', 'comparative', 'group', 'superlative']
train
ACADEMIC_train_166
return me the author who has the most number of papers containing keyword " Relational Database " .
return authors ;return papers of #1 ;return keywords of #2 ;return #2 where #3 is Relational Database ;return number of #4 for each #1 ;return #1 where #5 is highest
['select', 'project', 'project', 'comparative', 'group', 'superlative']
train
ACADEMIC_train_167
return me the author in the " University of Michigan " whose papers have the most total citations .
return authors ;return papers of #1 ;return #2 where #1 is in the University of Michigan ;return citations of #3 ;return sum of #4 for each #3 ;return #1 where #5 is highest
['select', 'project', 'comparative', 'project', 'group', 'superlative']
train
ACADEMIC_train_168
return me the author in the " University of Michigan " whose papers in Databases area have the most total citations .
return authors ;return #1 in the University of Michigan ;return papers of #2 ;return #3 that are in Databases area ;return citations of #4 ;return the number of #5 for each #4 ;return the sum of #6 for each #2 ;return #2 where #7 is the highest
['select', 'filter', 'project', 'filter', 'project', 'group', 'group', 'comparative']
train
ACADEMIC_train_169
return me the papers written by " H. V. Jagadish " and " Divesh Srivastava " with the most number of citations .
return papers ;return #1 written by H. V. Jagadish ;return #1 written by Divesh Srivastava ;return #1 in both #2 and #3 ;return citations of #4 ;return number of #5 for each #4 ;return #4 where #6 is highest
['select', 'filter', 'filter', 'intersection', 'project', 'group', 'superlative']
train
ACADEMIC_train_17
return me the authors who have papers in VLDB conference before 2002 .
return states ;return #1 with the smallest area ;return the population density of #2
['select', 'filter', 'project']
train
ACADEMIC_train_170
return me the conferences, which have more than 10 papers by " H. V. Jagadish " .
return conferences ;return papers of #1 ;return #2 by H. V. Jagadish ;return number of #3 for each #1 ;return #1 where #4 is higher than 10
['select', 'project', 'filter', 'group', 'comparative']
train
ACADEMIC_train_171
return me the conference, which have the most number of papers by " H. V. Jagadish " .
return conferences ;return papers of #1 ;return #2 that are by H. V. Jagadish ;return number of #3 for each #1 ;return #1 where #4 is the highest
['select', 'project', 'filter', 'group', 'comparative']
train
ACADEMIC_train_172
return me the journals, which have more than 10 papers by " H. V. Jagadish " .
return papers ;return #1 by H. V. Jagadish ;return journals with #2 ;return number of #2 for each #3 ;return #3 where #4 is more than 10
['select', 'filter', 'project', 'group', 'comparative']
train
ACADEMIC_train_173
return me the journal, which have the most number of papers by " H. V. Jagadish " .
return papers ;return #1 by H. V. Jagadish ;return journals of #2 ;return number of #2 for each #3 ;return #3 where #4 is highest
['select', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_174
return me the paper with the most citations .
return papers ;return citations of #1 ;return number of #2 for each #1 ;return #1 where #3 is highest
['select', 'project', 'group', 'superlative']
train
ACADEMIC_train_175
return me the paper in Databases area with the most citations .
return papers ;return #1 in Databases area ;return number of citations for each #2 ;return #1 where #3 is highest
['select', 'filter', 'group', 'superlative']
train
ACADEMIC_train_176
return me the paper in PVLDB with the most citations .
return papers ;return #1 in PVLDB ;return citations of #2 ;return number of #3 for each #2 ;return #2 where #4 is highest
['select', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_177
return me the paper in VLDB conference with the most citations .
return paper ;return #1 in VLDB conference ;return citations of #2 ;return number of #3 for each #2 ;return #2 where #4 is highest
['select', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_178
return me the paper by " H. V. Jagadish " with the most citations .
return papers ;return #1 by H. V. Jagadish ;return citations of #2 ;return number of #3 for each #2 ;return #2 where #4 is highest
['select', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_179
return me the paper after 2000 with the most citations .
return papers ;return #1 after 2000 ;return citations of #2 ;return number of #3 for each #2 ;return #2 where #4 is highest
['select', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_18
return me the authors who have papers in VLDB conference before 2002 after 1995 .
return authors ;return #1 who have papers in the VLDB conference ;return #2 before 2002 ;return #2 after 1995 ;return #2 in both #3 and #4
['select', 'filter', 'filter', 'filter', 'intersection']
train
ACADEMIC_train_180
return me the paper after 2000 in Databases area with the most citations .
return paper ;return #1 after 2000 ;return #2 in Databases area ;return citations of #3 ;return number of #4 for each #3 ;return #3 where #5 is highest
['select', 'filter', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_181
return me the paper after 2000 in PVLDB with the most citations .
return paper ;return #1 after 2000 ;return #2 in PVLDB ;return citations of #3 ;return number of #4 for each #3 ;return #3 where #5 is highest
['select', 'filter', 'filter', 'project', 'group', 'superlative']
train
ACADEMIC_train_182
return me the paper after 2000 in VLDB conference with the most citations .
return VLDB conference ;return #1 after 2000 ;return papers of #2 ;return citations of #3 ;return number of #4 for each #3 ;return #3 where #5 is highest
['select', 'filter', 'project', 'project', 'group', 'superlative']
train
ACADEMIC_train_183
return me the authors who have more than 10 papers in PVLDB .
return papers ;return #1 in PVLDB ;return authors of #2 ;return number of #2 for each #3 ;return #3 where #4 is more than 10
['select', 'filter', 'project', 'group', 'comparative']
train
ACADEMIC_train_184
return me the authors who have the most number of papers in PVLDB .
return authors ;return papers of #1 ;return #2 in PVLDB ;return number of #3 for each #1 ;return #1 where #4 is highest
['select', 'project', 'filter', 'group', 'superlative']
train
ACADEMIC_train_185
return me the authors who have more than 10 papers containing keyword " Relational Database " .
return papers ;return #1 containing keywords Relational Database ;return authors of #2 ;return number of #2 for each #3 ;return #3 where #4 is more than 10
['select', 'filter', 'project', 'group', 'comparative']
train
ACADEMIC_train_186
return me the conferences, which have more than 60 papers containing keyword " Relational Database " .
return conferences ;return papers of #1 ;return #2 that contain the keyword Relational Database ;return number of #3 for each #1 ;return #1 where #4 is more than 60
['select', 'project', 'filter', 'group', 'comparative']
train
ACADEMIC_train_187
return me the journals, which have more than 60 papers containing keyword " Relational Database " .
return journals ;return papers of #1 ;return keywords of #2 ;return #2 where #3 is Relational Database ;return number of #4 for each #1 ;return #1 where #5 is higher than 60
['select', 'project', 'project', 'comparative', 'group', 'comparative']
train
ACADEMIC_train_188
return me the keywords, which have been contained by more than 100 papers in VLDB conference .
return keywords ;return papers with #1 ;return #2 in VLDB conference ;return number of #3 for each #1 ;return #1 where #4 is higher than 100
['select', 'project', 'filter', 'group', 'comparative']
train
ACADEMIC_train_189
return me the keywords, which have been contained by more than 100 papers in PVLDB .
return keywords ;return papers with #1 ;return #2 in PVLDB ;return number of #3 for each #1 ;return #1 where #4 is higher than 100
['select', 'project', 'filter', 'group', 'comparative']
train

Dataset Card for "break_data"

Dataset Summary

Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations (QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases. This repository contains the Break dataset along with information on the exact data format.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

QDMR

  • Size of downloaded dataset files: 15.97 MB
  • Size of the generated dataset: 15.93 MB
  • Total amount of disk used: 31.90 MB

An example of 'validation' looks as follows.

{
    "decomposition": "return flights ;return #1 from  denver ;return #2 to philadelphia ;return #3 if  available",
    "operators": "['select', 'filter', 'filter', 'filter']",
    "question_id": "ATIS_dev_0",
    "question_text": "what flights are available tomorrow from denver to philadelphia ",
    "split": "dev"
}

QDMR-high-level

  • Size of downloaded dataset files: 15.97 MB
  • Size of the generated dataset: 6.54 MB
  • Total amount of disk used: 22.51 MB

An example of 'train' looks as follows.

{
    "decomposition": "return ground transportation ;return #1 which  is  available ;return #2 from  the pittsburgh airport ;return #3 to downtown ;return the cost of #4",
    "operators": "['select', 'filter', 'filter', 'filter', 'project']",
    "question_id": "ATIS_dev_102",
    "question_text": "what ground transportation is available from the pittsburgh airport to downtown and how much does it cost ",
    "split": "dev"
}

QDMR-high-level-lexicon

  • Size of downloaded dataset files: 15.97 MB
  • Size of the generated dataset: 31.64 MB
  • Total amount of disk used: 47.61 MB

An example of 'train' looks as follows.

This example was too long and was cropped:

{
    "allowed_tokens": "\"['higher than', 'same as', 'what ', 'and ', 'than ', 'at most', 'he', 'distinct', 'House', 'two', 'at least', 'or ', 'date', 'o...",
    "source": "What office, also held by a member of the Maine House of Representatives, did James K. Polk hold before he was president?"
}

QDMR-lexicon

  • Size of downloaded dataset files: 15.97 MB
  • Size of the generated dataset: 77.19 MB
  • Total amount of disk used: 93.16 MB

An example of 'validation' looks as follows.

This example was too long and was cropped:

{
    "allowed_tokens": "\"['higher than', 'same as', 'what ', 'and ', 'than ', 'at most', 'distinct', 'two', 'at least', 'or ', 'date', 'on ', '@@14@@', ...",
    "source": "what flights are available tomorrow from denver to philadelphia "
}

logical-forms

  • Size of downloaded dataset files: 15.97 MB
  • Size of the generated dataset: 24.25 MB
  • Total amount of disk used: 40.22 MB

An example of 'train' looks as follows.

{
    "decomposition": "return ground transportation ;return #1 which  is  available ;return #2 from  the pittsburgh airport ;return #3 to downtown ;return the cost of #4",
    "operators": "['select', 'filter', 'filter', 'filter', 'project']",
    "program": "some program",
    "question_id": "ATIS_dev_102",
    "question_text": "what ground transportation is available from the pittsburgh airport to downtown and how much does it cost ",
    "split": "dev"
}

Data Fields

The data fields are the same among all splits.

QDMR

  • question_id: a string feature.
  • question_text: a string feature.
  • decomposition: a string feature.
  • operators: a string feature.
  • split: a string feature.

QDMR-high-level

  • question_id: a string feature.
  • question_text: a string feature.
  • decomposition: a string feature.
  • operators: a string feature.
  • split: a string feature.

QDMR-high-level-lexicon

  • source: a string feature.
  • allowed_tokens: a string feature.

QDMR-lexicon

  • source: a string feature.
  • allowed_tokens: a string feature.

logical-forms

  • question_id: a string feature.
  • question_text: a string feature.
  • decomposition: a string feature.
  • operators: a string feature.
  • split: a string feature.
  • program: a string feature.

Data Splits

name train validation test
QDMR 44321 7760 8069
QDMR-high-level 17503 3130 3195
QDMR-high-level-lexicon 17503 3130 3195
QDMR-lexicon 44321 7760 8069
logical-forms 44098 7719 8006

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

More Information Needed

Citation Information

@article{Wolfson2020Break,
  title={Break It Down: A Question Understanding Benchmark},
  author={Wolfson, Tomer and Geva, Mor and Gupta, Ankit and Gardner, Matt and Goldberg, Yoav and Deutch, Daniel and Berant, Jonathan},
  journal={Transactions of the Association for Computational Linguistics},
  year={2020},
}

Contributions

Thanks to @patrickvonplaten, @lewtun, @thomwolf for adding this dataset.

Downloads last month
778

Models trained or fine-tuned on break_data