Bag of Tricks in Machine Learning - Page 2 of 8 - Public Personal Notebook

ACL 2019 best papers

August 4, 2019August 4, 2019 by admin

http://www.acl2019.org/EN/winners-of-acl-2019-best-paper-awards.xhtml

spaCy transformer

August 4, 2019August 4, 2019 by admin

Say hello to spacy-pytorch-transformers!

🛸 BERT, XLNet & GPT-2 in your spaCy pipeline
🤗 Based on @HuggingFace's pytorch-transformers
🎚️ Fine-tune pretrained models on your task
📦 Model packages for English & German
🚀 Token alignment, similarity & morehttps://t.co/3ftjt6pXwi
— spaCy (@spacy_io) August 2, 2019

Advances in Conversational AI by FAIR

August 4, 2019August 4, 2019 by admin

https://ai.facebook.com/blog/advances-in-conversational-ai

Affordable AI

July 25, 2019July 22, 2019 by admin

Concern: https://arxiv.org/abs/1906.02243

Good examples:

$40 to train imagenet: https://www.fast.ai/2018/08/10/fastai-diu-imagenet
Fastest end2end ASR: https://github.com/facebookresearch/wav2letter
Neural architecture search in 1.5 days on a single GPU: https://arxiv.org/abs/1806.09055

[fun] The hidden secret of ML

July 20, 2019July 20, 2019 by admin

The hidden secret of ML from datascience

[Fun] training for model

July 20, 2019July 20, 2019 by admin

Still waiting… from ProgrammerHumor

Graph net collection

July 18, 2019July 18, 2019 by admin

"Awesome Graph Classification" — A collection of graph classification methods, covering embedding, deep learning, graph kernel, and factorization papers with reference implementations https://t.co/ugpL3xSvf1
— Sebastian Raschka (@rasbt) July 16, 2019

Yoav Goldberg: The missing elements in NLP (spaCy IRL 2019)

July 13, 2019July 13, 2019 by admin

Attention mechanism

July 6, 2019July 6, 2019 by admin

Attention for interpretability:

Learning to Explain: https://arxiv.org/abs/1802.07814
Attention is not Explanation: https://arxiv.org/abs/1902.10186
Is Attention Interpretable?: https://arxiv.org/abs/1906.03731

Reviews:

NLP today

July 6, 2019July 6, 2019 by admin

NLP Today 😄 @yoavgo @spacy_io #spaCyIRL pic.twitter.com/ZXm4QeAIhF
— Christian Rehm (@Wadenschwinger) July 6, 2019

ShujianFollow

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JG @JuliaRGeiger·

Petition for universities to create a one-credit course for international students called "Fuck ICE 101" that meets in person once per semester with excused absences. "Fuck ICE 102" to be taught next spring.

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Yuan Tang @TerryTangYuan·

Excited to share that the #TensorFlow implementation of @D2L_ai that we've been working on is now available. Stay tuned for future updates! #DeepLearning https://t.co/d4cZ0kk00p

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Shujian @Shujian_Liu·

“Elasticsearch meets BERT: Building Search Engine with Elasticsearch and BERT” by @Hironsan13
https://t.co/mOzw2ZFfH9

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WikiResearch@WikiResearch·

"Wiki-CS: A #Wikipedia-Based Benchmark for Graph Neural Networks": nodes correspond to Computer Science articles labeled with 10 classes, and edges are based on hyperlinks.

(Mernyei and @catalinacangea , 2020)

paper: https://t.co/KYg8exdla0
dataset: https://t.co/YBI5FvboJ8

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Wayde Gilliam @waydegilliam·

Just updated my @fastdotai /@huggingface integration library, blurr (https://t.co/sOcPjbm23L), to work with v.3.0.2 of transformers.

Much thanks to all the @huggingface team members who addressed my issues/bug fixes so quickly :)

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