“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务

Last update: Dec 28, 2021

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Deep Learning ccks2021_track3_baseline

Overview

基于 bert4keras 的一个baseline

不作任何 数据trick 单模 线上 最高可到 0.7891


# 基础 版
train.py         0.7769

# transformer 各层 cls concat   明神的trick https://xv44586.github.io/2021/01/20/ccf-qa-2/
train_concat.py  0.7786

# 使用那个FGM对抗
train_FGM.py     0.7891

# 苏神提出的 PET
train_PET.py     0.7812


预训练模型使用 nezha

使用说明：
	数据放在 data下
	下载预训练模型解压
	模型会保存在 train中

优化方向：
 1，融合
  🙃
 

bert4keras >= 0.10.0

nezha的预训练模型
链接: https://pan.baidu.com/s/1lURyXs39PYnsb4imCjVkfQ  密码: 1eqq
--来自百度网盘超级会员V4的分享

Owner

孙永松

机器学习，数据挖掘，神经网络，NLP

GitHub Repository

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Fibonacci Method Gradient Descent

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“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务

Related tags

Overview

Owner

孙永松

Gym environment for FLIPIT: The Game of "Stealthy Takeover"

Extract MNIST handwritten digits dataset binary file into bmp images

MOpt-AFL provided by the paper "MOPT: Optimized Mutation Scheduling for Fuzzers"

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene.

Object DGCNN and DETR3D, Our implementations are built on top of MMdetection3D.

Fibonacci Method Gradient Descent

Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"

Implementation of the paper Recurrent Glimpse-based Decoder for Detection with Transformer.

[ACMMM 2021 Oral] Enhanced Invertible Encoding for Learned Image Compression

Official repository for "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"

[Nature Machine Intelligence' 21] "Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence"

Unofficial implementation of the paper: PonderNet: Learning to Ponder in TensorFlow

Multi-Objective Loss Balancing for Physics-Informed Deep Learning

Pydantic models for pywttr and aiopywttr.

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

Boundary IoU API (Beta version)

UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation

Graph Transformer Architecture. Source code for

scalingscattering

Code for the Paper: Conditional Variational Capsule Network for Open Set Recognition

“英特尔创新大师杯”深度学习挑战赛 赛道3：CCKS2021中文NLP地址相关性任务

Related tags

Overview

Owner

孙永松

Gym environment for FLIPIT: The Game of "Stealthy Takeover"

Extract MNIST handwritten digits dataset binary file into bmp images

MOpt-AFL provided by the paper "MOPT: Optimized Mutation Scheduling for Fuzzers"

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene.

Object DGCNN and DETR3D, Our implementations are built on top of MMdetection3D.

Fibonacci Method Gradient Descent

Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"

Implementation of the paper Recurrent Glimpse-based Decoder for Detection with Transformer.

[ACMMM 2021 Oral] Enhanced Invertible Encoding for Learned Image Compression

Official repository for "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"

[Nature Machine Intelligence' 21] "Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence"

Unofficial implementation of the paper: PonderNet: Learning to Ponder in TensorFlow

Multi-Objective Loss Balancing for Physics-Informed Deep Learning

Pydantic models for pywttr and aiopywttr.

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

Boundary IoU API (Beta version)

UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation

Graph Transformer Architecture. Source code for

scalingscattering

Code for the Paper: Conditional Variational Capsule Network for Open Set Recognition

“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务