2020 CCF大数据与计算智能大赛-非结构化商业文本信息中隐私信息识别-第7名方案

Last update: Oct 19, 2022

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2020CCF-NER

2020 CCF大数据与计算智能大赛-非结构化商业文本信息中隐私信息识别-第7名方案

bert base + flat + crf + fgm + swa + pu learning策略 + clue数据集 = test1单模0.906

词向量：https://github.com/Embedding/Chinese-Word-Vectors SGNS(Mixed-large 综合)

loss mask相关代码为pu learning策略的实现

主要模块版本 python 3.6.9

torch 1.1.0

transformers 3.0.2

pytorchcrf 1.2.0

torchcontrib 0.0.2

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GitHub Repository

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2020 CCF大数据与计算智能大赛-非结构化商业文本信息中隐私信息识别-第7名方案

Related tags

Overview

2020CCF-NER

Owner

Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)

Code and real data for the paper "Counterfactual Temporal Point Processes", available at arXiv.

A geometric deep learning pipeline for predicting protein interface contacts.

An expansion for RDKit to read all types of files in one line

这是一个利用facenet和retinaface实现人脸识别的库，可以进行在线的人脸识别。

Code for the tech report Toward Training at ImageNet Scale with Differential Privacy

PyTorch Implementation for Deep Metric Learning Pipelines

PyTorch implementation for the paper Visual Representation Learning with Self-Supervised Attention for Low-Label High-Data Regime

PyTorch source code for Distilling Knowledge by Mimicking Features

Corgis are the cutest creatures; have 30K of them!

A blender add-on that automatically re-aligns wrong axis objects.

Fast Soft Color Segmentation

In real-world applications of machine learning, reliable and safe systems must consider measures of performance beyond standard test set accuracy

Pytorch Implementation of the paper "Cross-domain Correspondence Learning for Exemplar-based Image Translation"

TransGAN: Two Transformers Can Make One Strong GAN

Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network

Official implementation of NeurIPS 2021 paper "Contextual Similarity Aggregation with Self-attention for Visual Re-ranking"

A3C LSTM Atari with Pytorch plus A3G design

Official code of the paper "ReDet: A Rotation-equivariant Detector for Aerial Object Detection" (CVPR 2021)

Automatic differentiation with weighted finite-state transducers.