Punctuation model (14-09-2020)

 
Clarin IS Repository
  Authors
Sigurðardóttir, Helga Svala ; Helgadóttir, Inga Rún
  Item identifier
http://hdl.handle.net/20.500.12537/52
 Project URL
http://github.com/cadia-lvl/punctuation-prediction
 Date issued
2020
 Type
toolService
 Language(s)
Icelandic
 Description
A python package that punctuates Icelandic text. The input data is unpunctuated text and punctuated text is returned. The user can choose between two punctuation models, a BERT-based Transformer and a bidirectional RNN ([Punctuator 2](www.github.com/ottokart/punctuator2)) in Tensorflow 2.
 Publisher
Reykjavík University
 Acknowledgement

Ministry of Education, Science and Culture (Mennta- og menningamálaráðuneytið)

Project code: Punctuation and sentence boundary detection (H12)

Project name: Language Technology for Icelandic 2019-2023

 Subject(s)
punctuation prediction
 Collection(s)
Clarin IS
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The MIT License (MIT)
Icon
Name
Model_tf2_isl_big_1009_h256_lr0.02.pcl
Size
105.43 MB
Format
Unknown
Description
A bidirectional RNN model.
MD5
eac231f06d311be7764fefea93154ad4
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Name
vocabulary
Size
1.09 MB
Format
Unknown
Description
A list of the vocabulary used to train the biRNN model.
MD5
8f8f19b584ba5e09a6558ea22305fb0c
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Name
punctuations
Size
35 bytes
Format
Unknown
Description
A list of the punctuations used to train the biRNN model.
MD5
e0661aff981fb8082ce316e091fe048e
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Name
pytorch_model.bin
Size
52.26 MB
Format
Unknown
Description
The Electra model
MD5
70f7791cb759674d2dda1665d160a1cf
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Name
vocab.txt
Size
254.19 KB
Format
Text file
Description
A list of the vocabulary used in the Electra model
MD5
50d2b6ba7979f6d0f4b17bc27854af37
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Icon
Name
config.json
Size
658 bytes
Format
Unknown
Description
Configure file for the Electra model
MD5
b4f432f1e85789e98ada42e2d3fcb421
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Name
tokenizer_config.json
Size
210 bytes
Format
Unknown
Description
Configure file for the tokenizer in the Electra model
MD5
82a0aa0e14596b79da6dceb9c7bc3d98
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Name
special_tokens_map.json
Size
112 bytes
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Unknown
Description
A map of special tokens for the Electra model
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8b3fb1023167bb4ab9d70708eb05f6ec
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