JointBERT. Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
746KoELECTRA. Pretrained ELECTRA Model for Korean
637R-BERT. Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
362KoBERT-Transformers. KoBERT on 🤗 Huggingface Transformers 🤗 (with Bug Fixed)
211KoBigBird. 🦅 Pretrained BigBird Model for Korean (up to 4096 tokens)
202DistilKoBERT. Distillation of KoBERT from SKTBrain (Lightweight KoBERT)
200GoEmotions-pytorch. Pytorch Implementation of GoEmotions 😍😢😱
170nlp-arxiv-daily. Automatically Update NLP Papers Daily using Github Actions
106KoBERT-NER. NER Task with KoBERT (with Naver NLP Challenge dataset)
99HanBert-Transformers. HanBert on 🤗 Huggingface Transformers 🤗
86transformers-android-demo. 📲 Transformers android examples (Tensorflow Lite & Pytorch Mobile)
83KoBERT-nsmc. Naver movie review sentiment classification with KoBERT
77KoBERT-KorQuAD. Korean MRC (KorQuAD) with KoBERT
66EncT5. Pytorch Implementation of EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks
62NER-Multimodal-pytorch. Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)
58GoEmotions-Korean. Korean version of GoEmotions Dataset 😍😢😱
57KoCharELECTRA. Character-level Korean ELECTRA Model (음절 단위 한국어 ELECTRA)
55hashtag-prediction-pytorch. Multimodal Hashtag Prediction with instagram data & pytorch (2nd Place on OpenResource Hackathon 2019)
47KoELECTRA-Pipeline. Transformers Pipeline with KoELECTRA
40ko_lm_dataformat. A utility for storing and reading files for Korean LM training 💾
35korean-ner-pytorch. NER Task with CNN + BiLSTM + CRF (with Naver NLP Challenge dataset) with Pytorch
31korean-hate-speech-koelectra. Bias, Hate classification with KoELECTRA 👿
27python-template. Python template code
24naver-nlp-challenge-2018. NER task for Naver NLP Challenge 2018 (3rd Place)
18kakaotrans. [Unofficial] Kakaotrans: Kakao translate API for python
16py-backtrans. Python library for backtranslation (with Google Translate)
12dotfiles. Simple setup for personal dotfiles
11monologg. Profile repository
10monologg.github.io. Personal Blog https://monologg.github.io
3dino. This repository contains the code for "Generating Datasets with Pretrained Language Models".
2humanizer-kr. Skill that removes signs of AI-generated writing from text (for korean)
2