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2019_informs_student_competition

The 2019 Competition problem will ask student teams to look into the future, helping GM analyze how autonomous vehicles may change the finished vehicle and delivery operation process. The problem involves designing a vehicle delivery network, including the routing for each plant-dealer-vehicle combination. The objective is to minimize total costs while satisfying all constraints. Students will be provided with GM datasets, as well as a description of key assumptions, defined output formats for the report, clear evaluation criteria, and references.

awesome-dialogue-state-tracking

Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩

brunch-article-recommendation-goldenpass

GoldenPass 팀의 카카오 아레나 "브런치 사용자를 위한 글 추천 대회"의 최종 제출 코드입니다.

deeplearningbook_study

Deeplearningbook(Ian Goodfellow) group study in DSBA

densephrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

detr

End-to-End Object Detection with Transformers paper, code review (KoreaUniv. AAA739)

drone_surveillance_system

dst-resources

Various dst model re-implementation codes, resources, etc.

goldenpass_study

스터디 그룹 GoldenPass에서 공부하는 내용을 정리해두는 repo.

kobertscore

BERTScore for Korean

kudataclassification

kudataforecasting

kudataoutlier

이상치 탐지 전처리 모듈

kudataregression

kudatarepresentation

lg_es_cnn_2

LG 에너지솔루션 CNN Part 2 실습자료

lg_es_transformer

LG 에너지솔루션 Transformer 실습자료 (Transformer기반 이상치 탐지)

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

multi2oie

Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)

naver-ai-rush-2019

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

season2

Jiphyeonjeon Season 2

som-dst

SOM-DST: Efficient Dialogue State Tracking by Selectively Overwriting Memory (ACL 2020)

t5-dst-modified-pytorch

Modified version of T5-DST for Dialogue State Tracking.

transformer_survey_study

"A survey of Transformer" paper study 👩🏻‍💻🧑🏻‍💻 KoreaUniv. DSBA Lab

transformers-resources

huggingface transformers tutorial, code, resources

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

yukyunglee.github.io