lmqg/mt5-base-zhquad-qg-ae-trimmed-50000
Updated
•
1
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\n\n***Language Models for Question Generation (LMQG)*** is the official registry of \"Generative Language Models for Paragraph-Level Question Generation, EMNLP 2022\", which has proposed QG-Bench, multilingual and multidomain question generation datasets and models.\nSee the official GitHub for more information.\nThe QG models can be used with `lmqg` library as below.\n\n
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models
181
datasets
27
\n\n***Language Models for Question Generation (LMQG)*** is the official registry of \"Generative Language Models for Paragraph-Level Question Generation, EMNLP 2022\", which has proposed QG-Bench, multilingual and multidomain question generation datasets and models.\nSee the official GitHub for more information.\nThe QG models can be used with `lmqg` library as below.\n\n
\n \n from lmqg import TransformersQG\n model = TransformersQG(language='en', model='lmqg/t5-large-squad-qg-ae')\n context = \"William Turner was an English painter who specialised \"\n \"in watercolour landscapes. He is often known as \"\n \"William Turner of Oxford or just Turner of Oxford to \"\n \"distinguish him from his contemporary, J. M. W. Turner. \"\n \"Many of Turner's paintings depicted the countryside \"\n \"around Oxford. One of his best known pictures is a \"\n \"view of the city of Oxford from Hinksey Hill.\"\n question_answer = model.generate_qa(context)\n print(question_answer)\n [\n ('Who was an English painter who specialised in watercolour landscapes?',\n 'William Turner'),\n (\"What was William Turner's nickname?\",\n 'William Turner of Oxford'),\n (\"What did many of Turner's paintings depict around Oxford?\",\n 'countryside'),\n (\"What is one of William Turner's best known paintings?\",\n 'a view of the city of Oxford')\n ]\n \n\n\nSee more information bellow.\n- \n
- lmqg: https://github.com/asahi417/lm-question-generation \n
- QG-Bench: https://github.com/asahi417/lm-question-generation/blob/master/QG_BENCH.md#datasets \n
- Paper (EMNLP 2022): https://aclanthology.org/2022.emnlp-main.42/ \n
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\n\n
Language Models for Question Generation (LMQG) is the official registry of \"Generative Language Models for Paragraph-Level Question Generation, EMNLP 2022\", which has proposed QG-Bench, multilingual and multidomain question generation datasets and models.\nSee the official GitHub for more information.\nThe QG models can be used with lmqg library as below.
\n from lmqg import TransformersQG\n model = TransformersQG(language='en', model='lmqg/t5-large-squad-qg-ae')\n context = \"William Turner was an English painter who specialised \"\n \"in watercolour landscapes. He is often known as \"\n \"William Turner of Oxford or just Turner of Oxford to \"\n \"distinguish him from his contemporary, J. M. W. Turner. \"\n \"Many of Turner's paintings depicted the countryside \"\n \"around Oxford. One of his best known pictures is a \"\n \"view of the city of Oxford from Hinksey Hill.\"\n question_answer = model.generate_qa(context)\n print(question_answer)\n [\n ('Who was an English painter who specialised in watercolour landscapes?',\n 'William Turner'),\n (\"What was William Turner's nickname?\",\n 'William Turner of Oxford'),\n (\"What did many of Turner's paintings depict around Oxford?\",\n 'countryside'),\n (\"What is one of William Turner's best known paintings?\",\n 'a view of the city of Oxford')\n ]\n \n\n\nSee more information bellow.
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- lmqg: https://github.com/asahi417/lm-question-generation \n
- QG-Bench: https://github.com/asahi417/lm-question-generation/blob/master/QG_BENCH.md#datasets \n
- Paper (EMNLP 2022): https://aclanthology.org/2022.emnlp-main.42/ \n
AI & ML interests
Language Model finetuning for Question Generation (LMQG)
Organization Card
Language Models for Question Generation (LMQG) is the official registry of "Generative Language Models for Paragraph-Level Question Generation, EMNLP 2022", which has proposed QG-Bench, multilingual and multidomain question generation datasets and models.
See the official GitHub for more information.
The QG models can be used with lmqg library as below.
from lmqg import TransformersQG
model = TransformersQG(language='en', model='lmqg/t5-large-squad-qg-ae')
context = "William Turner was an English painter who specialised "
"in watercolour landscapes. He is often known as "
"William Turner of Oxford or just Turner of Oxford to "
"distinguish him from his contemporary, J. M. W. Turner. "
"Many of Turner's paintings depicted the countryside "
"around Oxford. One of his best known pictures is a "
"view of the city of Oxford from Hinksey Hill."
question_answer = model.generate_qa(context)
print(question_answer)
[
('Who was an English painter who specialised in watercolour landscapes?',
'William Turner'),
("What was William Turner's nickname?",
'William Turner of Oxford'),
("What did many of Turner's paintings depict around Oxford?",
'countryside'),
("What is one of William Turner's best known paintings?",
'a view of the city of Oxford')
]
See more information bellow.
models
181
lmqg/mt5-base-zhquad-qg-ae
Text Generation
•
Updated
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2
lmqg/mt5-base-zhquad-qg
Text Generation
•
Updated
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2
lmqg/mt5-base-zhquad-qag-trimmed-50000
Updated
lmqg/mt5-base-zhquad-qag
Text Generation
•
Updated
•
3
lmqg/mt5-base-zhquad-ae-trimmed-50000
Updated
•
1
lmqg/mt5-base-zhquad-ae
Text Generation
•
Updated
•
2
lmqg/mt5-small-zhquad-qag-trimmed-50000
Updated
lmqg/mt5-small-zhquad-qag
Text Generation
•
Updated
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4
lmqg/mt5-small-zhquad-qg
Text Generation
•
Updated
•
7
datasets
27
lmqg/qa_harvesting_from_wikipedia_pseudo
Updated
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37
lmqg/qa_harvesting_from_wikipedia
Updated
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48
•
10
lmqg/qa_squadshifts
Updated
•
186
lmqg/qag_zhquad
Updated
•
14
lmqg/qg_zhquad
Updated
•
57
lmqg/qa_squadshifts_synthetic
Viewer
•
Updated
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1.43M
•
1.65k
lmqg/qag_itquad
Updated
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22
•
1
lmqg/qag_dequad
Updated
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29
lmqg/qag_koquad
Viewer
•
Updated
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15k
•
39
•
4
lmqg/qag_esquad
Viewer
•
Updated
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29.1k
•
17
•
1