notes/science/nlp/docs/books.txt
ihar_hancharenka 171eb45562 m
2025-08-28 11:43:12 +03:00

70 строки
3.2 KiB
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https://proglib.io/p/how-to-start-nlp/
https://proglib.io/p/top-10-knig-po-obrabotke-estestvennogo-yazyka-ot-novichka-do-professionala-2021-03-24
2022
TunstallVonWerraWolf - Natural Language Processing with Transformers Revisited ed
0060A3B3E6EAEC8C73A59CE5FE80BDDF
069D45255F5BA9F36937B211F7CFFE59
416EAD1E751C726B782F41D3294D8747
4DA96094837608A3D6CC139E89C7F3C5
E8325C8B014549AC8D45F634FC52BBBD
5a3afccbac19a77dd92544d26c81e0e9
Tunstall - Natural Language Processing with Transformers
magnet:?xt=urn:btih:f3006e28aa23739518375c5a9cf7f2f40ec0001b
2021
Yildirim - Mastering Transformers
7e8d7b430bb90d0d3dd8ac64dd685d06
Campesato - Natural Language Processing and Machine Learning for Developers
magnet:?xt=urn:btih:a3e6eefb58c30bdcef3f7c979c96313d510de3b9
! 5.8m
Azunre - Transfer Learning for Natural Language Processing
72534CCBF9B8A8017E0BD1271945A306
DBC8C4DEEBDD11983D79B2AC44DEB5F0
2020
Teofili - Deep Learning for Search ru
4F09D4BFA469AAEFF1C4CEE4D1DCC596
VajjalaMajumder - Practical Natural Language Processing
5FD1487FF158B5D7A07FF7DC846C70DE
RaoMcMahan - Natural Language Processing with PyTorch ru
710E9736028005B570740B4525D203B5
https://vk.com/doc575856727_545674106?hash=23064897b8c7e3eebe
LaneHowardHapke - Natural Language Processing in Action ru
https://vk.com/doc74080069_565951091?hash=8d16a56aa8d87cace4
https://vk.com/doc579642198_563544862?hash=8541ec14e686c65063
https://vk.com/doc10885998_563802226?hash=f607676acc87fde52c
F21A3291BBD6F9082723866889A51318
6224B4D9D709F0C27ADD5B5F315D76ED
2019
LaneHowardHapke - Natural Language Processing in Action
https://vk.com/doc4004138_548229245?hash=f8fb799ac9e341f520
DC168DF28D64176A28151CCEE6674D5A
FFEBDC7B781FCA4D6E1894E708AD7F7A
BengfortBilbroOjeda - Applied Text Analysis using Python ru
https://vk.com/doc7608079_508121564?hash=843db453e9fa4ef0b4
B0E3C55C669A486EE5EFC3D585D7475E
Masood - Cognitive Computing Recipes
2018
BeysolowII - Applied Natural Language Processing with Python
https://vk.com/doc4004138_523230533?hash=99919de02a418d8c8f
BEE40F1F6CC96AD601B71AA4C2999063
5BAA54D2D27FECA6AB4E10644A14599C
8F1E9D4C2F531A37F8E4C75CD4A89DC7
181A44A7E730F2D921747DB162049B89
! short
Bengfort - Applied Text Analysis with Python
E0EFDDAA7B373E509D189655BA3189B0
36DE5E7D4CB7F658E76CA4A921F4655B
A68A8ED831173C5DAA3AFB3A2BADA18D
Goyal - Deep Learning for Natural Language Processing
Aggarwal - Machine Learning for Text
https://vk.com/doc4004138_510792630?hash=490042553c44f68d43
15E3ECAFF01709B5F3FD0E1B447AF061
222116F757C7E878A21F1E20D0863AA2
2017
Jurafsky - Speech and Language Processing
https://web.stanford.edu/~jurafsky/slp3/
http://www.machinelearning.ru/wiki/index.php?title=%D0%9C%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D0%BC%D0%B5%D1%82%D0%BE%D0%B4%D1%8B_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0_%D1%82%D0%B5%D0%BA%D1%81%D1%82%D0%BE%D0%B2_%28%D0%92%D0%9C%D0%B8%D0%9A_%D0%9C%D0%93%D0%A3%29_/_2017
Goldberg - Neural Network Methods in Natural Language Processing
http://u.cs.biu.ac.il/~yogo/nnlp.pdf
https://www.amazon.com/gp/product/1627052984