Error code:   ConfigNamesError
Exception:    RuntimeError
Message:      Dataset scripts are no longer supported, but found grail_qa.py
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 67, in compute_config_names_response
                  config_names = get_dataset_config_names(
                      path=dataset,
                      token=hf_token,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                      path,
                  ...<4 lines>...
                      **download_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1182, in dataset_module_factory
                  raise e1 from None
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1142, in dataset_module_factory
                  raise RuntimeError(f"Dataset scripts are no longer supported, but found {filename}")
              RuntimeError: Dataset scripts are no longer supported, but found grail_qa.py

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Dataset Card for Grail QA

Dataset Summary

What is GrailQA?

Strongly Generalizable Question Answering (GrailQA) is a new large-scale, high-quality dataset for question answering on knowledge bases (KBQA) on Freebase with 64,331 questions annotated with both answers and corresponding logical forms in different syntax (i.e., SPARQL, S-expression, etc.). It can be used to test three levels of generalization in KBQA: i.i.d., compositional, and zero-shot.

Why GrailQA?

GrailQA is by far the largest crowdsourced KBQA dataset with questions of high diversity (i.e., questions in GrailQA can have up to 4 relations and optionally have a function from counting, superlatives and comparatives). It also has the highest coverage over Freebase; it widely covers 3,720 relations and 86 domains from Freebase. Last but not least, our meticulous data split allows GrailQA to test not only i.i.d. generalization, but also compositional generalization and zero-shot generalization, which are critical for practical KBQA systems.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

English and Graph query

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

qid (str)
question (str)
answer (List): Defaults to [] in test split.
- answer_type (str)
- answer_argument (str)
- entity_name (str): Defauts to "" if answer_type is not Entity.
function (string): Defaults to "" in test split.
num_node (int): Defaults to -1 in test split.
num_edge (int): Defaults to -1 in test split.
graph_query (Dict)
- nodes (List): Defaults to [] in test split.
  - nid (int)
  - node_type (str)
  - id (str)
  - class (str)
  - friendly_name (str)
  - question_node (int)
  - function (str)
- edges (List): Defaults to [] in test split.
  - start (int)
  - end (int)
  - relation (str)
  - friendly_name (str)
sqarql_query (str): Defaults to "" in test split.
domains (List[str]): Defaults to [] in test split.
level (str): Only available in validation split. Defaults to "" in others.
s_expression (str): Defaults to "" in test split.