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4e2bcd7
added transfer learning xlnet base text classification
huseinzol05 Aug 6, 2019
db79d5d
improve readme
huseinzol05 Aug 11, 2019
f93db7e
added topic modeling using BERT
huseinzol05 Aug 19, 2019
4919394
Update 1.rnn-lstm-crf.ipynb
ytianjao Aug 24, 2019
676fcf5
Merge pull request #16 from ytianjao/patch-1
huseinzol05 Aug 24, 2019
a02a3fe
fix readme
huseinzol05 Aug 25, 2019
0074d95
Merge branch 'master' of https://github.com/huseinzol05/NLP-Models-Te…
huseinzol05 Aug 25, 2019
1a2a74a
improve speech-to-text
huseinzol05 Aug 30, 2019
404fa01
improve readme
huseinzol05 Aug 30, 2019
7d94964
fix readme
huseinzol05 Aug 30, 2019
6e12404
improve readme
huseinzol05 Aug 30, 2019
4b8eba6
improve readme
huseinzol05 Aug 30, 2019
fef8c0e
improve readme
huseinzol05 Aug 30, 2019
d4d5555
improve readme
huseinzol05 Aug 30, 2019
f4fb57a
added ocr
huseinzol05 Aug 30, 2019
9895ee0
improve repository and added topic modeling
huseinzol05 Aug 30, 2019
9e909b3
improve readme
huseinzol05 Aug 30, 2019
a8d053b
added requirement.txt
huseinzol05 Aug 30, 2019
7e5a5c8
added xlnet topic modeling
huseinzol05 Aug 30, 2019
570ec42
fix readme
huseinzol05 Aug 30, 2019
dcfe9e6
improve neural machine translation
huseinzol05 Sep 3, 2019
46ae995
added initial wav2vec
huseinzol05 Sep 3, 2019
f6e58a9
improve all nmt models
huseinzol05 Sep 5, 2019
31827e8
done neural machine translation
huseinzol05 Sep 6, 2019
df3ab8f
fix nmt readme
huseinzol05 Sep 9, 2019
77874ab
added supervised extractive summarization
huseinzol05 Sep 23, 2019
8596bf1
added bert extractive summarization
huseinzol05 Sep 24, 2019
d46e746
added bert extractive summarization
huseinzol05 Sep 24, 2019
37a5d48
added dependency parsing stackpointer
huseinzol05 Sep 29, 2019
72d5ab6
improve stackpointer
huseinzol05 Sep 29, 2019
d49e296
added biaffine attention dependency parsing
huseinzol05 Sep 29, 2019
97124d6
improve stackpointer
huseinzol05 Sep 29, 2019
83c53d8
added readme
huseinzol05 Sep 29, 2019
084db60
improve readme
huseinzol05 Sep 29, 2019
83a13c3
fix attention in biaffine
huseinzol05 Sep 30, 2019
760411f
delete conll data
huseinzol05 Sep 30, 2019
4e3885c
delete residual network dependency parsing
huseinzol05 Sep 30, 2019
c64260a
improve dependency parsing
huseinzol05 Sep 30, 2019
f2d08c1
added entity tagging xlnet
huseinzol05 Oct 5, 2019
9096d94
added xlnet base dependency parsing
huseinzol05 Oct 11, 2019
345621b
change icon
huseinzol05 Oct 14, 2019
15f65c2
change icon name
huseinzol05 Oct 14, 2019
554d6dd
added spelling correction bert base
huseinzol05 Nov 10, 2019
530f86a
added bert for text augmentation
huseinzol05 Nov 16, 2019
9325daf
added fast bert spelling correction
huseinzol05 Nov 16, 2019
d147014
added albert base text classification
huseinzol05 Nov 17, 2019
2b643aa
fix xlnet name
huseinzol05 Nov 18, 2019
8e5c039
added xlnet for text augmentation
huseinzol05 Nov 18, 2019
a093319
added bert accurate spelling correction
huseinzol05 Nov 24, 2019
d23165b
fix wav2vec
huseinzol05 Dec 21, 2019
4b712bc
improve wav2vec
huseinzol05 Jan 18, 2020
23213e7
update tensorflow version
huseinzol05 Jan 27, 2020
0ecc562
added electra text classification
huseinzol05 Apr 18, 2020
13afbaa
added speech to text
huseinzol05 Apr 18, 2020
3e39bd6
added evolved transformer tiny NMT
huseinzol05 Apr 25, 2020
7008ebb
improved NMT notebooks
huseinzol05 Jun 25, 2020
4112425
update readme
huseinzol05 Jun 25, 2020
eae8108
added encoder folder in nmt
huseinzol05 Jun 25, 2020
13a51fb
fix xlnet file
huseinzol05 Jul 20, 2020
0741216
improve text similarity notebooks
huseinzol05 Jul 20, 2020
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Expand Up @@ -6,7 +6,7 @@

## Accuracy, not sorted

Based on 20 epochs accuracy. The results will be different on different dataset. Trained on a GTX 960, 4GB VRAM.
Based on training accuracy for 20 epochs.

| name | accuracy |
|------------------------------------------------------------|----------|
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