Github Project/Repository 추천

Dataset

https://github.com/mattbierbaum/arxiv-public-datasets
https://github.com/j-min/korean-parallel-corpora
https://github.com/bab2min/corpus
https://github.com/ukairia777/finance_sentiment_corpus
https://github.com/songys/AwesomeKorean_Data

 

Korean Model

https://github.com/hyunwoongko/kobart-transformers
https://github.com/sooftware/Korean-PLM
https://github.com/SKTBrain/KoBERT
https://github.com/seujung/KoBART-summarization
https://github.com/Beomi/KcBERT
https://github.com/KB-AI-Research/KB-ALBERT
https://github.com/kakaobrain/kogpt
https://github.com/dladustn95/KoGPT2
https://github.com/SKT-AI/KoGPT2
https://github.com/haven-jeon/KoGPT2-chatbot
https://github.com/Beomi/KoAlpaca
https://github.com/bab2min/Kiwi
https://github.com/hyunwoongko/kss
https://github.com/hyunwoongko/pecab
https://github.com/ssut/py-hanspell
https://github.com/haven-jeon/PyKoSpacing
https://github.com/Kyubyong/wordvectors
https://github.com/toriving/KoEDA
https://github.com/kocohub/korean-hate-speech
https://github.com/KLUE-benchmark/KLUE
https://github.com/KLUE-benchmark/KLUE-baseline
https://github.com/Doragd/Awesome-Sentence-Embedding
 
 
 

Model

https://github.com/huggingface/transformers
https://github.com/jadore801120/attention-is-all-you-need-pytorch
https://github.com/dreamgonfly/transformer-pytorch
https://github.com/c00k1ez/plain-transformers
https://github.com/SamLynnEvans/Transformer
https://github.com/kamalkraj/BERT-SQuAD
https://github.com/uber-research/PPLM
https://github.com/EleutherAI/polyglot
https://github.com/microsoft/LoRA
https://github.com/tatsu-lab/stanford_alpaca
https://github.com/facebookresearch/llama
https://github.com/openlm-research/open_llama
https://github.com/huggingface/peft

 
 
 

Study

https://github.com/Huffon/NLP101
https://github.com/rosinality/ml-papers
https://github.com/graykode/nlp-tutorial
https://github.com/deepseasw/nlp_model_list
https://github.com/huggingface/awesome-huggingface
https://github.com/bentrevett/pytorch-pos-tagging
https://github.com/pytorch/pytorch
https://github.com/drsungwon/python-tutorial
https://github.com/google-research/google-research
https://github.com/boost-devs/ai-tech-interview
https://github.com/hibuz/dev-conf-replay
https://github.com/quarter-100/essay-grading-hackathon
https://github.com/braun-steven/arxiv-downloader
https://github.com/2unju/DaumNewsCrawler
https://github.com/danimelchor/gpt3-email


 
 

Knowledge Distillation

https://github.com/FLHonker/Awesome-Knowledge-Distillation
https://github.com/shriramsb/Distilling-the-Knowledge-in-a-Neural-Network
https://github.com/imirzadeh/Teacher-Assistant-Knowledge-Distillation
https://github.com/monologg/DistilKoBERT
https://github.com/2unju/pytorch-PKD-for-BERT-compression
https://github.com/microsoft/unilm
https://github.com/robinsongh381/UNILM_Pytorch_Korean