From 0517b965a94ab08b7d2e6743061455a811be3319 Mon Sep 17 00:00:00 2001 From: Ritchie Ng Date: Thu, 1 Aug 2019 08:50:13 +0800 Subject: [PATCH] Hybrid Attention for Extreme Multi-Label Text Classification --- README.html | 1545 +++++++++++++++++++++++++++++++++++++++++++++++++++ README.md | 1 + 2 files changed, 1546 insertions(+) create mode 100644 README.html diff --git a/README.html b/README.html new file mode 100644 index 0000000..ebbe243 --- /dev/null +++ b/README.html @@ -0,0 +1,1545 @@ +README

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This is a curated list of tutorials, projects, libraries, videos, papers, books and anything related to the incredible PyTorch. Feel free to make a pull request to contribute to this list.

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Tutorials

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Visualization

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Explainability

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Object Detection

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Long-Tailed Recognition

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Energy-Based Learning

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Missing Data

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Optimization

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Quantum Machine Learning

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Neural Network Compression

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Facial, Action and Pose Recognition

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Super resolution

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Voice

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Medical

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3D Segmentation, Classification and Regression

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Video Recognition

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Recurrent Neural Networks (RNNs)

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Convolutional Neural Networks (CNNs)

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Segmentation

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Graph

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Sorting

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Multi-task Learning

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GANs, VAEs, and AEs

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Adversarial Attacks

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Style Transfer

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Image Captioning

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Transformers

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Similarity Networks and Functions

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Reasoning

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General NLP

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Question and Answering

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Speech Generation and Recognition

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Document and Text Classification

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Text Generation

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Translation

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Sentiment Analysis

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Deep Reinforcement Learning

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Deep Bayesian Learning and Probabilistic Programmming

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Anomaly Detection

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Regression Types

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Time Series

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Neural Network General Improvements

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DNN Applications in Chemistry and Physics

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New Thinking on General Neural Network Architecture

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To be Classified

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Low Level Utilities

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PyTorch Utilities

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PyTorch Video Tutorials

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Datasets

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Community

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Contributions

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Do feel free to contribute!

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You can raise an issue or submit a pull request, whichever is more convenient for you. The guideline is simple: just follow the format of the previous bullet point.

\ No newline at end of file diff --git a/README.md b/README.md index 7bbc1d7..fc68b21 100644 --- a/README.md +++ b/README.md @@ -270,6 +270,7 @@ This is a curated list of tutorials, projects, libraries, videos, papers, books - [Inferring and Executing Programs for Visual Reasoning](https://github.com/facebookresearch/clevr-iep) ## General NLP +- [Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification](https://github.com/HX-idiot/Hybrid_Attention_XML) - [XLNet](https://github.com/graykode/xlnet-Pytorch) - [Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading](https://github.com/qkaren/converse_reading_cmr) - [Cross-lingual Language Model Pretraining](https://github.com/facebookresearch/XLM)