Pinned Repositories
DistilKoBERT
Distillation of KoBERT from SKTBrain (Lightweight KoBERT)
JointBERT
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
ko_lm_dataformat
A utility for storing and reading files for Korean LM training πΎ
KoBERT-Transformers
KoBERT on π€ Huggingface Transformers π€ (with Bug Fixed)
KoBigBird
π¦ Pretrained BigBird Model for Korean (up to 4096 tokens)
KoELECTRA
Pretrained ELECTRA Model for Korean
NER-Multimodal-pytorch
Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)
R-BERT
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
transformers-android-demo
π² Transformers android examples (Tensorflow Lite & Pytorch Mobile)
mrqa
Code for EMNLP-IJCNLP 2019 MRQA Workshop Paper: "Domain-agnostic Question-Answering with Adversarial Training"
monologg's Repositories
monologg/JointBERT
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
monologg/KoELECTRA
Pretrained ELECTRA Model for Korean
monologg/R-BERT
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
monologg/KoBERT-Transformers
KoBERT on π€ Huggingface Transformers π€ (with Bug Fixed)
monologg/KoBigBird
π¦ Pretrained BigBird Model for Korean (up to 4096 tokens)
monologg/DistilKoBERT
Distillation of KoBERT from SKTBrain (Lightweight KoBERT)
monologg/GoEmotions-pytorch
Pytorch Implementation of GoEmotions ππ’π±
monologg/KoBERT-NER
NER Task with KoBERT (with Naver NLP Challenge dataset)
monologg/nlp-arxiv-daily
Automatically Update NLP Papers Daily using Github Actions (ref: https://github.com/Vincentqyw/cv-arxiv-daily)
monologg/transformers-android-demo
π² Transformers android examples (Tensorflow Lite & Pytorch Mobile)
monologg/KoBERT-nsmc
Naver movie review sentiment classification with KoBERT
monologg/KoBERT-KorQuAD
Korean MRC (KorQuAD) with KoBERT
monologg/EncT5
Pytorch Implementation of EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks
monologg/NER-Multimodal-pytorch
Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)
monologg/GoEmotions-Korean
Korean version of GoEmotions Dataset ππ’π±
monologg/KoCharELECTRA
Character-level Korean ELECTRA Model (μμ λ¨μ νκ΅μ΄ ELECTRA)
monologg/hashtag-prediction-pytorch
Multimodal Hashtag Prediction with instagram data & pytorch (2nd Place on OpenResource Hackathon 2019)
monologg/KoELECTRA-Pipeline
Transformers Pipeline with KoELECTRA
monologg/ko_lm_dataformat
A utility for storing and reading files for Korean LM training πΎ
monologg/korean-ner-pytorch
NER Task with CNN + BiLSTM + CRF (with Naver NLP Challenge dataset) with Pytorch
monologg/korean-hate-speech-koelectra
Bias, Hate classification with KoELECTRA πΏ
monologg/python-template
Python template code
monologg/naver-nlp-challenge-2018
NER task for Naver NLP Challenge 2018 (3rd Place)
monologg/dotfiles
Simple setup for personal dotfiles
monologg/monologg.github.io
Personal Blog https://monologg.github.io
monologg/daily-ai-papers
All credits go to HuggingFace's Daily AI papers (https://huggingface.co/papers) and the research community. πAudio summaries here (https://t.me/daily_ai_papers).
monologg/lexpredict-lexnlp
LexNLP by LexPredict
monologg/lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
monologg/paper-reviewer
Generate a comprehensive review from an arXiv paper, then turn it into a blog post. This project powers the website below for the HuggingFace's Daily Papers (https://huggingface.co/papers).
monologg/wondershaper
Command-line utility for limiting an adapter's bandwidth