Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:sem_eval_2010_task_8')
  • Description:
The SemEval-2010 Task 8 focuses on Multi-way classification of semantic relations between pairs of nominals.
The task was designed to compare different approaches to semantic relation classification
and to provide a standard testbed for future research.
  • License: No known license
  • Version: 1.0.0
  • Splits:
Split Examples
'test' 2717
'train' 8000
  • Features:
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    "relation": {
        "num_classes": 19,
        "names": [
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"