อ้างอิง:
แคบ
ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:
ds = tfds.load('huggingface:style_change_detection/narrow')
- คำอธิบาย :
The goal of the style change detection task is to identify text positions within a given multi-author document at which the author switches. Detecting these positions is a crucial part of the authorship identification process, and for multi-author document analysis in general.
Access to the dataset needs to be requested from zenodo.
- ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
- เวอร์ชัน : 1.0.0
- แยก :
| แยก | ตัวอย่าง |
|---|---|
'train' | 3418 |
'validation' | 1713 |
- คุณสมบัติ :
{
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"authors": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"structure": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"site": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"multi-author": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"changes": {
"feature": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
กว้าง
ใช้คำสั่งต่อไปนี้เพื่อโหลดชุดข้อมูลนี้ใน TFDS:
ds = tfds.load('huggingface:style_change_detection/wide')
- คำอธิบาย :
The goal of the style change detection task is to identify text positions within a given multi-author document at which the author switches. Detecting these positions is a crucial part of the authorship identification process, and for multi-author document analysis in general.
Access to the dataset needs to be requested from zenodo.
- ใบอนุญาต : ไม่มีใบอนุญาตที่รู้จัก
- เวอร์ชัน : 1.0.0
- แยก :
| แยก | ตัวอย่าง |
|---|---|
'train' | 8030 |
'validation' | 4019 |
- คุณสมบัติ :
{
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"authors": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"structure": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"site": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"multi-author": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"changes": {
"feature": {
"dtype": "bool",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}