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띄어쓰기 모델과 함께 Multi-task 학습 실험 #58

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krikit opened this issue Mar 23, 2019 · 3 comments
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띄어쓰기 모델과 함께 Multi-task 학습 실험 #58

krikit opened this issue Mar 23, 2019 · 3 comments
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krikit commented Mar 23, 2019

음절 기반으로 convolution 부분을 공유하고 마지막 fully connected layer만 다르게 하여 띄어쓰기(공백)를 분류하는 모델과, 형태소 태그를 분류하는 모델을 multi-task learning을 적용하여 한꺼번에 학습할 수 있지 않을까 생각합니다.
@krikit krikit added this to the 0.4 milestone Mar 23, 2019
@krikit krikit self-assigned this Mar 23, 2019
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krikit commented Apr 20, 2019

mtl

역시 분석 내용은 이곳에

krikit added a commit that referenced this issue Apr 20, 2019
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띄어쓰기 모델과 multi-task learning으로 함께 학습하는 모델의 학습 코드 완료 #58
2fb326c
krikit added a commit that referenced this issue Apr 20, 2019
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코퍼스를 변환하고 평가하는 스크립트 추가 #58
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krikit commented Apr 20, 2019 •
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mtl_base

MTL base model

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krikit commented Apr 20, 2019 •
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mtl_compare

v0.3 vs MTL

krikit added a commit that referenced this issue Apr 24, 2019
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load_restore_dic 메소드/함수의 이름 충돌 해소 #58
b36d1a4
@krikit krikit mentioned this issue May 16, 2019
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@krikit krikit closed this as completed May 16, 2019
krikit added a commit that referenced this issue May 29, 2019
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모델 저장 시 gpu id를 실행 시 준 id로 덮어쓰도록 수정 #58
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@krikit krikit mentioned this issue Jun 2, 2019
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