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Hi there!


About me


  • 🔭 ML/NLP engineer & researcher.
  • 🌱 working at Kakao. previously at Kakao Brain, Kakao Enterprise, Kakao, Daum Communication.
  • 🤔 interesting area: sequence/token classification, language modeling & transfer learning, distillation & optimization, task-oriented dialog system, semantic retrieval and other NLP related fields.

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Myungchul Shin's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

bert-ner icon bert-ner

Pytorch-Named-Entity-Recognition-with-BERT

bilm-tf icon bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

ckyfd icon ckyfd

c, python interface for kyfd

distil-bilstm icon distil-bilstm

Scripts to train a bidirectional LSTM with knowledge distillation from BERT

electra icon electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

etagger icon etagger

reference tensorflow code for named entity tagging

ganbert icon ganbert

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

ntagger icon ntagger

reference pytorch code for named entity tagging

rouzeta icon rouzeta

reference code for Rouzeta(FST-based morpological analyzer)

segm-lstm icon segm-lstm

[deprecated] reference code for string segmentation using LSTM(tensorflow)

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