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Datasets:
yyyyifan
/
TQA

Tasks:
Visual Question Answering
Modalities:
Image
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
diagram
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
xet
 Community
1
Dataset Viewer
The dataset viewer is not available for this dataset.
The JWT signature verification failed. Check the signing key and the algorithm.
Error code:   JWTInvalidSignature
Exception:    InvalidSignatureError
Message:      Signature verification failed
Traceback:    Traceback (most recent call last):
                File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
                  decoded = jwt.decode(
                      jwt=token,
                  ...<2 lines>...
                      options=options,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
                  decoded = self.decode_complete(
                      jwt,
                  ...<8 lines>...
                      leeway=leeway,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
                  decoded = self._jws.decode_complete(
                      jwt,
                  ...<3 lines>...
                      detached_payload=detached_payload,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
                  self._verify_signature(
                  ~~~~~~~~~~~~~~~~~~~~~~^
                      signing_input,
                      ^^^^^^^^^^^^^^
                  ...<4 lines>...
                      options=merged_options,
                      ^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
                  raise InvalidSignatureError("Signature verification failed")
              jwt.exceptions.InvalidSignatureError: Signature verification failed

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This dataset:

This is a visual question-answering dataset cleaned from "Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension".

I only keep the questions that require the diagrams. For the whole dataset including more annotations such as captions, non-diagram questions, please check their webpage: https://prior.allenai.org/projects/tqa

Citation

Please cite the paper if you use this dataset.

@inproceedings{DBLP:conf/cvpr/KembhaviSSCFH17,
  author       = {Aniruddha Kembhavi and
                  Min Joon Seo and
                  Dustin Schwenk and
                  Jonghyun Choi and
                  Ali Farhadi and
                  Hannaneh Hajishirzi},
  title        = {Are You Smarter Than a Sixth Grader? Textbook Question Answering for
                  Multimodal Machine Comprehension},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {5376--5384},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.571},
  doi          = {10.1109/CVPR.2017.571},
  timestamp    = {Fri, 24 Mar 2023 00:02:54 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/KembhaviSSCFH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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