Challenge & Leaderboard 목록
Codalab에서 열렸던 challenge
네이버 + 창원대에서 진행한 challenge
- https://github.com/naver/nlp-challenge
- 한국어 NER / SRL challenge
ICLR challenge
- https://www.cs.mcgill.ca/~jpineau/ICLR2019-ReproducibilityChallenge.html
- 논문 Reproducibility Challenge
NIPS challenge
- https://nips.cc/Conferences/2019/CallForCompetitions
- 2019 이전의 challenge는 밑의 페이지 링크 참조.
- Causality for Climate (C4C)
- Reconnaissance Blind Chess
- Automatic Deep Learning (AutoDL)
- 3D Object Detection over HD Maps for Autonomous Cars
- MicroNet: Large-Scale Model Compression Competition
- The Animal-AI Olympics
- Traffic4cast -- Traffic Map Movie Forecasting
- Robot open-Ended Autonomous Learning (REAL)
- Learn to Move: Walk Around
- CellSignal: Disentangling biological signal from experimental noise in cellular images
- Advancing State-of-the-art Learning Approaches for Disentangled Representations
- MineRL Sample Efficient RL from Human Priors
- Game of Drones
- Live Malaria Challenge
- Pommerman Year 2: Radio.
ICML challenge
- https://srvk.github.io/how2-challenge/
- 기존에 없던 challenge를 시도하는 것 같음.
- Speech Recognition
- Machine Translation
- Summarization
ECML challenge
- https://www.herox.com/ecmlpkdd
- Taxi Trajectory Prediction (I)
- Taxi Trip Time Prediction (II)
End to End NLG Challenge
- http://www.macs.hw.ac.uk/InteractionLab/E2E/
- 2017, 데이터 설명 논문: https://arxiv.org/pdf/1706.09254.pdf
- 2018, 대회 결과 설명 논문: https://arxiv.org/pdf/1810.01170.pdf
- 2019, 총 정리: https://arxiv.org/pdf/1901.07931.pdf
Question Answering (MRC 등)
DecaNLP
- https://decanlp.com/
- 다양한 task를 한 시스템으로 해결하기!
- decaNLP offers a unique setting for multitask, transfer, and continual learning
Image Captioning
- http://cocodataset.org/#captions-2015
- https://competitions.codalab.org/competitions/3221#learn_the_details
- 2015년에 MS에서 연 것인데, challenge는 끝나고 leaderboard에는 올릴 수 있는 듯
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