Digest 2022-02 # ML Few-Shot NER, или Как перестать размечат | Spark in me

Digest 2022-02

# ML

Few-Shot NER, или Как перестать размечать и начать жить - https://habr.com/ru/company/sberbank/blog/649609/
Applying Differential Privacy to Large Scale Image Classification - https://ai.googleblog.com/2022/02/applying-differential-privacy-to-large.html
Controlling Neural Networks with Rule Representations - https://ai.googleblog.com/2022/01/controlling-neural-networks-with-rule.html
imodels: leveraging the unreasonable effectiveness of rules - https://bair.berkeley.edu/blog/2022/02/02/imodels/
FIGS: Fast Interpretable Greedy-Tree Sums - https://demos.csinva.io/figs/
DeepMind makes a (kinda) smart AI programmer, called AlphaCode: - https://storage.googleapis.com/deepmind-media/AlphaCode/competition_level_code_generation_with_alphacode.pdf
Announcing GPT-NeoX-20B - https://blog.eleuther.ai/announcing-20b/
Datasets Have Worldviews - https://pair.withgoogle.com/explorables/dataset-worldviews/
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient, and Interpretable Visual Understanding - https://ai.googleblog.com/2022/02/nested-hierarchical-transformer-towards.html
Guiding Frozen Language Models with Learned Soft Prompts - https://ai.googleblog.com/2022/02/guiding-frozen-language-models-with.html
Embeddings from the Ground Up - https://www.singlelunch.com/2020/02/16/embeddings-from-the-ground-up/
Проблемы современного машинного обучения - https://habr.com/ru/company/ods/blog/651103/
Decisions and Pivots on PyTorch - https://soumith.ch/posts/2022/01/pytorch-retro/
Accelerating fusion science through learned plasma control - https://deepmind.com/blog/article/Accelerating-fusion-science-through-learned-plasma-control
Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework - https://arxiv.org/abs/2202.06767
CLIPasso: Semantically-Aware Object Sketching - https://clipasso.github.io/clipasso/

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