Tài liệu tham khảo:
nell_belief
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:nell/nell_belief')
- Sự miêu tả :
This dataset provides version 1115 of the belief
extracted by CMU's Never Ending Language Learner (NELL) and version
1110 of the candidate belief extracted by NELL. See
http://rtw.ml.cmu.edu/rtw/overview. NELL is an open information
extraction system that attempts to read the Clueweb09 of 500 million
web pages (http://boston.lti.cs.cmu.edu/Data/clueweb09/) and general
web searches.
The dataset has 4 configurations: nell_belief, nell_candidate,
nell_belief_sentences, and nell_candidate_sentences. nell_belief is
certainties of belief are lower. The two sentences config extracts the
CPL sentence patterns filled with the applicable 'best' literal string
for the entities filled into the sentence patterns. And also provides
sentences found using web searches containing the entities and
relationships.
There are roughly 21M entries for nell_belief_sentences, and 100M
sentences for nell_candidate_sentences.
Giấy phép :
Phiên bản : 1115.0.0
Chia tách :
| Tách ra | Ví dụ |
|---|---|
'train' | 2766079 |
- Đặc trưng :
{
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"relation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"value": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"iteration_of_promotion": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"score": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"source": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"entity_literal_strings": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"value_literal_strings": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"best_entity_literal_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"best_value_literal_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"categories_for_entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"categories_for_value": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"candidate_source": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
nell_candidate
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:nell/nell_candidate')
- Sự miêu tả :
This dataset provides version 1115 of the belief
extracted by CMU's Never Ending Language Learner (NELL) and version
1110 of the candidate belief extracted by NELL. See
http://rtw.ml.cmu.edu/rtw/overview. NELL is an open information
extraction system that attempts to read the Clueweb09 of 500 million
web pages (http://boston.lti.cs.cmu.edu/Data/clueweb09/) and general
web searches.
The dataset has 4 configurations: nell_belief, nell_candidate,
nell_belief_sentences, and nell_candidate_sentences. nell_belief is
certainties of belief are lower. The two sentences config extracts the
CPL sentence patterns filled with the applicable 'best' literal string
for the entities filled into the sentence patterns. And also provides
sentences found using web searches containing the entities and
relationships.
There are roughly 21M entries for nell_belief_sentences, and 100M
sentences for nell_candidate_sentences.
Giấy phép :
Phiên bản : 1110.0.0
Chia tách :
| Tách ra | Ví dụ |
|---|---|
'train' | 32687353 |
- Đặc trưng :
{
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"relation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"value": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"iteration_of_promotion": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"score": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"source": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"entity_literal_strings": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"value_literal_strings": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"best_entity_literal_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"best_value_literal_string": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"categories_for_entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"categories_for_value": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"candidate_source": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
nell_belief_sentences
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:nell/nell_belief_sentences')
- Sự miêu tả :
This dataset provides version 1115 of the belief
extracted by CMU's Never Ending Language Learner (NELL) and version
1110 of the candidate belief extracted by NELL. See
http://rtw.ml.cmu.edu/rtw/overview. NELL is an open information
extraction system that attempts to read the Clueweb09 of 500 million
web pages (http://boston.lti.cs.cmu.edu/Data/clueweb09/) and general
web searches.
The dataset has 4 configurations: nell_belief, nell_candidate,
nell_belief_sentences, and nell_candidate_sentences. nell_belief is
certainties of belief are lower. The two sentences config extracts the
CPL sentence patterns filled with the applicable 'best' literal string
for the entities filled into the sentence patterns. And also provides
sentences found using web searches containing the entities and
relationships.
There are roughly 21M entries for nell_belief_sentences, and 100M
sentences for nell_candidate_sentences.
Giấy phép :
Phiên bản : 1115.0.0
Chia tách :
| Tách ra | Ví dụ |
|---|---|
'train' | 21031531 |
- Đặc trưng :
{
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"relation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"value": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"score": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sentence": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"count": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sentence_type": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
nell_candidate_sentences
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:nell/nell_candidate_sentences')
- Sự miêu tả :
This dataset provides version 1115 of the belief
extracted by CMU's Never Ending Language Learner (NELL) and version
1110 of the candidate belief extracted by NELL. See
http://rtw.ml.cmu.edu/rtw/overview. NELL is an open information
extraction system that attempts to read the Clueweb09 of 500 million
web pages (http://boston.lti.cs.cmu.edu/Data/clueweb09/) and general
web searches.
The dataset has 4 configurations: nell_belief, nell_candidate,
nell_belief_sentences, and nell_candidate_sentences. nell_belief is
certainties of belief are lower. The two sentences config extracts the
CPL sentence patterns filled with the applicable 'best' literal string
for the entities filled into the sentence patterns. And also provides
sentences found using web searches containing the entities and
relationships.
There are roughly 21M entries for nell_belief_sentences, and 100M
sentences for nell_candidate_sentences.
Giấy phép :
Phiên bản : 1110.0.0
Chia tách :
| Tách ra | Ví dụ |
|---|---|
'train' | 100866414 |
- Đặc trưng :
{
"entity": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"relation": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"value": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"score": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sentence": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"count": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sentence_type": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}