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id
int64
6
6.56M
question
stringlengths
12
140
variant_id
int64
0
16
variant_type
stringclasses
3 values
possible_answers
stringlengths
7
2.58k
3,499,204
Who was the director of Big Time?
0
original
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who was the director of Big Time
1
simple
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
WHO WAS THE DIRECTOR OF BIG TIME?
2
simple
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who was the director of Big Time?
3
simple
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who was the director of Big Time?
4
simple
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
who was the director of Big Time?
5
simple
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
qho was the director of Big Time?
6
simple
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who directed Big Time?
7
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who directed the work Big Time?
8
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who is the director of Big Time?
9
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Big Time was directed by who?
10
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who was in charge of direction of Big Time?
11
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who directed 'Big Time'?
12
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who directed the work 'Big Time'?
13
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who is the director of 'Big Time'?
14
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
'Big Time' was directed by who?
15
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
3,499,204
Who was in charge of direction of 'Big Time'?
16
paraphrase
["Kenneth Hawks", "Kenneth Neil Hawks"]
2,601,624
Who was the producer of Anubhav?
0
original
["Basu Bhattacharya"]
2,601,624
Who was the producer of Anubhav
1
simple
["Basu Bhattacharya"]
2,601,624
WHO WAS THE PRODUCER OF ANUBHAV?
2
simple
["Basu Bhattacharya"]
2,601,624
Who was the producer of Anubhav?
3
simple
["Basu Bhattacharya"]
2,601,624
who was the producer of Anubhav?
4
simple
["Basu Bhattacharya"]
2,601,624
who was the produced of Anubhav?
5
simple
["Basu Bhattacharya"]
2,601,624
Who was hte producer of Anubhav?
6
simple
["Basu Bhattacharya"]
2,601,624
Who produced Anubhav?
7
paraphrase
["Basu Bhattacharya"]
2,601,624
Who produced the work Anubhav?
8
paraphrase
["Basu Bhattacharya"]
2,601,624
Who is the producer of Anubhav?
9
paraphrase
["Basu Bhattacharya"]
2,601,624
Anubhav was produced by who?
10
paraphrase
["Basu Bhattacharya"]
2,601,624
Who was in charge of production of Anubhav?
11
paraphrase
["Basu Bhattacharya"]
2,601,624
Who produced 'Anubhav'?
12
paraphrase
["Basu Bhattacharya"]
2,601,624
Who produced the work 'Anubhav'?
13
paraphrase
["Basu Bhattacharya"]
2,601,624
Who is the producer of 'Anubhav'?
14
paraphrase
["Basu Bhattacharya"]
2,601,624
'Anubhav' was produced by who?
15
paraphrase
["Basu Bhattacharya"]
2,601,624
Who was in charge of production of 'Anubhav'?
16
paraphrase
["Basu Bhattacharya"]
3,542,459
Who was the director of Bol?
0
original
["Shoaib Mansoor"]
3,542,459
Who was the director of Bol?
1
simple
["Shoaib Mansoor"]
3,542,459
who was the durector of Bol?
2
simple
["Shoaib Mansoor"]
3,542,459
Who was the director of Bol
3
simple
["Shoaib Mansoor"]
3,542,459
WHO WAS THE DIRECTOR OF BOL?
4
simple
["Shoaib Mansoor"]
3,542,459
who was the director of Bol?
5
simple
["Shoaib Mansoor"]
3,542,459
Who was teh director of Bol?
6
simple
["Shoaib Mansoor"]
3,542,459
Who directed Bol?
7
paraphrase
["Shoaib Mansoor"]
3,542,459
Who directed the work Bol?
8
paraphrase
["Shoaib Mansoor"]
3,542,459
Who is the director of Bol?
9
paraphrase
["Shoaib Mansoor"]
3,542,459
Bol was directed by who?
10
paraphrase
["Shoaib Mansoor"]
3,542,459
Who was in charge of direction of Bol?
11
paraphrase
["Shoaib Mansoor"]
3,542,459
Who directed 'Bol'?
12
paraphrase
["Shoaib Mansoor"]
3,542,459
Who directed the work 'Bol'?
13
paraphrase
["Shoaib Mansoor"]
3,542,459
Who is the director of 'Bol'?
14
paraphrase
["Shoaib Mansoor"]
3,542,459
'Bol' was directed by who?
15
paraphrase
["Shoaib Mansoor"]
3,542,459
Who was in charge of direction of 'Bol'?
16
paraphrase
["Shoaib Mansoor"]
2,426,781
Who was the director of Sleeping Dogs Lie?
0
original
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who was the director of Sleeping Dogs Lie?
1
simple
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who was the director of sleeping Dogs Lie?
2
simple
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
WHO WAS THE DIRECTOR OF SLEEPING DOGS LIE?
3
simple
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
who was the director of Sleeping Dogs Lie?
4
simple
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
who was the director of slewping Dogs Lie?
5
simple
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who wa steh director of Slepeing Dogs iLe?
6
simple
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who directed Sleeping Dogs Lie?
7
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who directed the work Sleeping Dogs Lie?
8
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who is the director of Sleeping Dogs Lie?
9
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Sleeping Dogs Lie was directed by who?
10
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who was in charge of direction of Sleeping Dogs Lie?
11
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who directed 'Sleeping Dogs Lie'?
12
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who directed the work 'Sleeping Dogs Lie'?
13
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who is the director of 'Sleeping Dogs Lie'?
14
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
'Sleeping Dogs Lie' was directed by who?
15
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
2,426,781
Who was in charge of direction of 'Sleeping Dogs Lie'?
16
paraphrase
["Bobcat Goldthwait", "Bob Goldthwait", "Robert Francis Goldthwait"]
6,389,839
Who was the director of The Deal?
0
original
["Steven Schachter"]
6,389,839
Who was the director of The Deal?
1
simple
["Steven Schachter"]
6,389,839
who was the director of The Deal?
2
simple
["Steven Schachter"]
6,389,839
WHO WAS THE DIRECTOR OF THE DEAL?
3
simple
["Steven Schachter"]
6,389,839
Who was thed irector of Teh Deal?
4
simple
["Steven Schachter"]
6,389,839
Who was the director of the Deal?
5
simple
["Steven Schachter"]
6,389,839
Who was the director of The Deal
6
simple
["Steven Schachter"]
6,389,839
Who directed The Deal?
7
paraphrase
["Steven Schachter"]
6,389,839
Who directed the work The Deal?
8
paraphrase
["Steven Schachter"]
6,389,839
Who is the director of The Deal?
9
paraphrase
["Steven Schachter"]
6,389,839
The Deal was directed by who?
10
paraphrase
["Steven Schachter"]
6,389,839
Who was in charge of direction of The Deal?
11
paraphrase
["Steven Schachter"]
6,389,839
Who directed 'The Deal'?
12
paraphrase
["Steven Schachter"]
6,389,839
Who directed the work 'The Deal'?
13
paraphrase
["Steven Schachter"]
6,389,839
Who is the director of 'The Deal'?
14
paraphrase
["Steven Schachter"]
6,389,839
'The Deal' was directed by who?
15
paraphrase
["Steven Schachter"]
6,389,839
Who was in charge of direction of 'The Deal'?
16
paraphrase
["Steven Schachter"]
3,255,483
What is Michael Radford's occupation?
0
original
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
what is michael radford's ocfupation?
1
simple
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
what is Michael Radford's occupation?
2
simple
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What is Micheal Radford's occupation?
3
simple
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What is Michael Radford's occupation
4
simple
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What is Michael Radford's occupation?
5
simple
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
WHAT IS MICHAEL RADFORD'S OCCUPATION?
6
simple
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What is the occupation of Michael Radford?
7
paraphrase
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What kind of work does Michael Radford do?
8
paraphrase
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What does Michael Radford earn a living as?
9
paraphrase
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What job does Michael Radford do?
10
paraphrase
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
3,255,483
What is Michael Radford's job?
11
paraphrase
["film director", "movie director", "director", "motion picture director", "screenwriter", "scenarist", "writer", "screen writer", "script writer", "scriptwriter"]
165,598
Who was the screenwriter for 8 Simple Rules?
0
original
["W. Bruce Cameron"]
165,598
wuo was the screenwriter for 8 Simple Rules?
1
simple
["W. Bruce Cameron"]
165,598
Who was the screenwriter for 8 Simple Rules
2
simple
["W. Bruce Cameron"]

Dataset Card for "PopQA-robustness"

Dataset Summary

PopQS-robustness is an expanded version of the PopQA dataset (https://aclanthology.org/2023.acl-long.546/) but with perturbations of the original input questions. It is intended for use as a benchmark for evaluating model robustness on question-answering to these perturbations.

Data Instances

popqa_robustness

  • Size of downloaded dataset file: 26.4 MB

Data Fields

boolq_robustness

  • id (integer): original question grouping ID
  • question (string): variant of question from BoolQ.
  • variant_id (integer): identifier of the variant. 0 indicates it is the original unperturbed question.
  • variant_type (string): name of the expansion variant type. "original" is the original question; "simple" is a superficial non-semantic perturbation; "paraphrase" is a semantic paraphrase of the question.
  • possible_answers (string): list of strings of possible answers.

Citation Information

@misc{ackerman2024novelmetricmeasuringrobustness,
      title={A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios}, 
      author={Samuel Ackerman and Ella Rabinovich and Eitan Farchi and Ateret Anaby-Tavor},
      year={2024},
      eprint={2408.01963},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2408.01963}, 
}
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