নেল

তথ্যসূত্র:

nell_বিশ্বাস

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:nell/nell_belief')

বর্ণনা :

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.

লাইসেন্স :
সংস্করণ : 1115.0.0
বিভাজন :

বিভক্ত	উদাহরণ
`'train'`	2766079

বৈশিষ্ট্য :

{
    "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"
    }
}

নেল_প্রার্থী

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:nell/nell_candidate')

বর্ণনা :

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.

লাইসেন্স :
সংস্করণ : 1110.0.0
বিভাজন :

বিভক্ত	উদাহরণ
`'train'`	32687353

বৈশিষ্ট্য :

{
    "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

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:nell/nell_belief_sentences')

বর্ণনা :

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.

লাইসেন্স :
সংস্করণ : 1115.0.0
বিভাজন :

বিভক্ত	উদাহরণ
`'train'`	21031531

বৈশিষ্ট্য :

{
    "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"
    }
}

নেল_প্রার্থী_বাক্য

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:nell/nell_candidate_sentences')

বর্ণনা :

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.

লাইসেন্স :
সংস্করণ : 1110.0.0
বিভাজন :

বিভক্ত	উদাহরণ
`'train'`	100866414

বৈশিষ্ট্য :

{
    "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"
    }
}