https://github.com/lyeoni/nlp-collections
Collection of Natural Language Processing Models and References
https://github.com/lyeoni/nlp-collections
Last synced: 5 months ago
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Collection of Natural Language Processing Models and References
- Host: GitHub
- URL: https://github.com/lyeoni/nlp-collections
- Owner: lyeoni
- License: mit
- Created: 2019-04-22T01:26:31.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-05-12T07:30:18.000Z (about 7 years ago)
- Last Synced: 2025-04-12T16:18:25.331Z (about 1 year ago)
- Size: 3.91 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Natural Language Processing Collections
Collection of Natural Language Processing Models and References
## Word Embeddings
- ****`CODE`**** [GloVe: Global Vectors for Word Representation](https://nlp.stanford.edu/projects/glove/)
- ****`CODE`**** [FastText](https://github.com/facebookresearch/fastText)
## Attention & Transformer
- ****`PAPER`**** [Attention Is All You Need](https://arxiv.org/pdf/1706.03762.pdf)
- ****`POST`**** [The Illustrated Transformer](http://jalammar.github.io/illustrated-transformer/)
- ****`POST`**** [Transformer Architecture: Attention Is All You Need](https://medium.com/@adityathiruvengadam/transformer-architecture-attention-is-all-you-need-aeccd9f50d09)
## Language Modeling
- ****`PAPER`**** [BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://arxiv.org/abs/1810.04805)
- ****`VIDEO(Korean ver.)`**** [PR-121: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://www.youtube.com/watch?v=GK4IO3qOnLc)
- ****`VIDEO(Korean ver.)`**** [#BERT #충격적인논문 #ClovaAI](https://www.facebook.com/hunkims/videos/10156797151174521/)
- ****`VIDEO(Korean ver.)`**** [BERT 세미나 - TmaxData NLP 박민호](https://www.youtube.com/watch?v=2b7_iq8rAVY&t=367s)
## NLP Lectures
- ****`VIDEO`**** [CS224n: Natural Language Processing with Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z)
- ****`VIDEO(Korean ver.)`**** [딥러닝을 이용한 자연어 처리 - 조경현 교수(NYU)](https://www.edwith.org/deepnlp/joinLectures/17363)