References:
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": [
"Cause-Effect(e1,e2)",
"Cause-Effect(e2,e1)",
"Component-Whole(e1,e2)",
"Component-Whole(e2,e1)",
"Content-Container(e1,e2)",
"Content-Container(e2,e1)",
"Entity-Destination(e1,e2)",
"Entity-Destination(e2,e1)",
"Entity-Origin(e1,e2)",
"Entity-Origin(e2,e1)",
"Instrument-Agency(e1,e2)",
"Instrument-Agency(e2,e1)",
"Member-Collection(e1,e2)",
"Member-Collection(e2,e1)",
"Message-Topic(e1,e2)",
"Message-Topic(e2,e1)",
"Product-Producer(e1,e2)",
"Product-Producer(e2,e1)",
"Other"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}