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Commonplace-book about Development and AI for failing better. and then, gonna bloom my Season.

[NLI] Semantics-aware BERT for Language Understanding

SemBERT, which is capable of explicityly absorbing contextual semantics over a BERT backbone. with pre-trained SRL.

Posted on June 25, 2022

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2022-06-25. 두번째 논문 리뷰. [Read More]
Tags: NLI NLP Natural Language Inference semantic role labeling. SRL NLP Paper Review SOTA 4th Rank in Papers with Code

[NLI] Entailment as Few-Shot Learner

new approach, named as EFL, that can turn small LMs into better few-shot learners.

Posted on April 26, 2022

2022-04-26. 첫번째 논문 리뷰. [Read More]
Tags: NLI NLP EFL Entailment as Few-Shot Learner Natural Language Inference SOTA Few-Shot learning NLP Paper Review 1st Rank in Papers with Code

[pstage3] Mrc D5

Posted on April 27, 2021

[Pstage3] Day4. MRC

기계독해,

Posted on April 27, 2021

Boostcamp Pstage_03 Day 04. 2021-04-29. DAYLY LOG [Read More]
Tags: 기계독해 MRC NLP

[Pstage3] Day2. MRC

기계독해, Extraction-based MRC, Generation-based MRC

Posted on April 27, 2021

Boostcamp Pstage_03 Day 02. 2021-04-27. DAYLY LOG [Read More]
Tags: 기계독해 MRC NLP

[Pstage1] Day4. Training & Inference

Image Classification, Augmentation

Posted on April 1, 2021

Boostcamp Day 44. 2021-04-01. DAY44 TIL [Read More]
Tags: Training Inference F1-score Metric

[Pstage1] Day2. 전처리 Dataset, Augmentation

Image Classification, Augmentation

Posted on March 30, 2021

Boostcamp Day 42. 2021-03-30. DAY42 TIL [Read More]
Tags: Augmentation torchvision

[Pstage1] Day1. Data EDA

Image Classification, Exploratory Data Analysis

Posted on March 29, 2021

Boostcamp Day 41. 2021-03-29. DAY41 TIL [Read More]
Tags: Image Classification data EDA

[LWM]4.Knowledge Distillation

Deep Learning 경량화 기술. 지식 증류

Posted on March 14, 2021

Boostcamp Day 39. 2021-03-18. DAY39 TIL [Read More]
Tags: 지식증류 knowledge distillation Light weight model

[LWM]3.Prunning

Deep Learning 경량화 기술.

Posted on March 13, 2021

Boostcamp Day 38. 2021-03-17. DAY38 TIL [Read More]
Tags: Prunning lottery hypothesis Light weight model

[LWM]2.Lightweight Models

Posted on March 12, 2021

Boostcamp Day 37. 2021-03-16. DAY37 TIL [Read More]
Tags: Entropy KL-Divergence

[LWM] Lightweight Models

Posted on March 11, 2021

Boostcamp Day 36. 2021-03-15. DAY36 TIL [Read More]

[CV] 7.Landmark Localization

Posted on March 11, 2021

Boostcamp Day 34. 2021-03-11. DAY34 TIL [Read More]
Tags: CV Landmark Localization Hour glass

[CV5] Object Detection

Posted on March 10, 2021

Boostcamp Day 33. 2021-03-10. DAY33 TIL [Read More]
Tags: CV object detection R-CNN Fast R-CNN Faster R-CNN YOLO SSD

[CV3] Image Classification 2

Posted on March 9, 2021

Boostcamp Day 32. 2021-03-09. DAY32 TIL [Read More]
Tags: computer vision image classification ResNet GoogLeNet CNN
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Wonbae Kim  •  2022  •  https://wonbae.github.io

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