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Title: GitHub - CLUEbenchmark/DataCLUE: DataCLUE: 数据为中心的NLP基准和工具包 · GitHub

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Description: DataCLUE: 数据为中心的NLP基准和工具包. Contribute to CLUEbenchmark/DataCLUE development by creating an account on GitHub.

Open Graph Description: DataCLUE: 数据为中心的NLP基准和工具包. Contribute to CLUEbenchmark/DataCLUE development by creating an account on GitHub.

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__init__.py	https://github.com/CLUEbenchmark/DataCLUE/blob/master/__init__.py
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setup.py	https://github.com/CLUEbenchmark/DataCLUE/blob/master/setup.py
README	https://github.com/CLUEbenchmark/DataCLUE
DataCLUE: A Benchmark Suite for Data-centric NLP	https://arxiv.org/abs/2111.08647
	https://github.com/CLUEbenchmark/DataCLUE#dataclue-a-benchmark-suite-for-data-centric-nlp
README	https://github.com/CLUEbenchmark/DataCLUE/blob/master/README_en.md
DataCLUE介绍文章.中文版	https://docs.qq.com/doc/p/51a1f46f64a72bc2ac0633427dc59d6e8d1b8d0a?dver=2.1.27277463
	https://github.com/CLUEbenchmark/DataCLUE#dataclue介绍文章中文版
	https://github.com/CLUEbenchmark/DataCLUE#内容导引
简介	https://github.com/CLUEbenchmark/DataCLUE#%E7%AE%80%E4%BB%8B
任务描述	https://github.com/CLUEbenchmark/DataCLUE#%E4%BB%BB%E5%8A%A1%E6%8F%8F%E8%BF%B0
实验结果	https://github.com/CLUEbenchmark/DataCLUE#%E5%AE%9E%E9%AA%8C%E7%BB%93%E6%9E%9C
实验分析	https://github.com/CLUEbenchmark/DataCLUE#%E5%AE%9E%E9%AA%8C%E5%88%86%E6%9E%90
数据为中心的AI_方法论介绍	https://github.com/CLUEbenchmark/DataCLUE#%E6%95%B0%E6%8D%AE%E4%B8%BA%E4%B8%AD%E5%BF%83%E7%9A%84AI-%E6%96%B9%E6%B3%95%E8%AE%BA%E4%BB%8B%E7%BB%8D
DataCLUE有什么特点	https://github.com/CLUEbenchmark/DataCLUE#DataCLUE%E6%9C%89%E4%BB%80%E4%B9%88%E7%89%B9%E7%82%B9
基线模型及运行	https://github.com/CLUEbenchmark/DataCLUE#%E5%9F%BA%E7%BA%BF%E6%A8%A1%E5%9E%8B%E5%8F%8A%E8%BF%90%E8%A1%8C
DataCLUE测评及规则	https://github.com/CLUEbenchmark/DataCLUE#DataCLUE%E6%B5%8B%E8%AF%84%E5%8F%8A%E8%A7%84%E5%88%99
数据集介绍	https://github.com/CLUEbenchmark/DataCLUE#%E6%95%B0%E6%8D%AE%E9%9B%86%E4%BB%8B%E7%BB%8D
工具集介绍	https://github.com/CLUEbenchmark/DataCLUE#%E5%B7%A5%E5%85%B7%E9%9B%86%E4%BB%8B%E7%BB%8D
学习资料	https://github.com/CLUEbenchmark/DataCLUE#%E5%AD%A6%E4%B9%A0%E8%B5%84%E6%96%99
联系方式与引用	https://github.com/CLUEbenchmark/DataCLUE#%E8%B4%A1%E7%8C%AE%E4%B8%8E%E5%8F%82%E4%B8%8E
	https://github.com/CLUEbenchmark/DataCLUE#update
	https://github.com/CLUEbenchmark/DataCLUE#简介
	https://github.com/CLUEbenchmark/DataCLUE#dataclue测评重要更新
	https://github.com/CLUEbenchmark/DataCLUE#任务描述
	https://github.com/CLUEbenchmark/DataCLUE#任务描述和统计
	https://github.com/CLUEbenchmark/DataCLUE#改进数据集的baselines
baseline代码和说明	https://github.com/CLUEbenchmark/DataCLUE/blob/master/baselines
单策略模型	https://github.com/CLUEbenchmark/DataCLUE/blob/master/baselines/single
多策略模型	https://github.com/CLUEbenchmark/DataCLUE/blob/master/baselines/multi
贡献自己的方法	https://github.com/CLUEbenchmark/DataCLUE/blob/master/baselines/CONTRIBUTING.md
	https://github.com/CLUEbenchmark/DataCLUE#工具集dckit介绍
DataCLUE Toolkit (dckit)	https://github.com/CLUEbenchmark/DataCLUE/blob/master/dckit
	https://github.com/CLUEbenchmark/DataCLUE#安装
	https://github.com/CLUEbenchmark/DataCLUE#使用
	https://github.com/CLUEbenchmark/DataCLUE#实验结果
RoBERTa_3L_wwm	https://github.com/ymcui/Chinese-BERT-wwm#%E4%B8%AD%E6%96%87%E6%A8%A1%E5%9E%8B%E4%B8%8B%E8%BD%BD
	https://github.com/CLUEbenchmark/DataCLUE/blob/master/resources/img/improve.jpeg
单策略结果总结	https://github.com/CLUEbenchmark/DataCLUE/blob/master/baselines/single/README.md
多策略结果总结	https://github.com/CLUEbenchmark/DataCLUE/blob/master/baselines/multi/README.md
	https://github.com/CLUEbenchmark/DataCLUE#数据为中心的ai-方法论介绍
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	https://github.com/CLUEbenchmark/DataCLUE#dataclue测评及规则
	https://github.com/CLUEbenchmark/DataCLUE#1测评方式
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	https://github.com/CLUEbenchmark/DataCLUE#2测评规则
	https://github.com/CLUEbenchmark/DataCLUE#11-可以对训练集验证集进行修改输入文本或标签或者移动训练集和验证集建的数据
	https://github.com/CLUEbenchmark/DataCLUE#12-可以通过非爬虫类手段增加数据来完善训练和验证集增加数据方式包括但不限于数据增强文本生成结合分析定向生成或添加
	https://github.com/CLUEbenchmark/DataCLUE#13-可以通过算法或程序或者结合人工的方式来改进数据集
	https://github.com/CLUEbenchmark/DataCLUE#21-鼓励通过结合算法模型和程序来改进数据集也同样鼓励算法模型结合人工进行数据改进但纯人工方式的数据改进评审环节将不得分
	https://github.com/CLUEbenchmark/DataCLUE#22-数据量限制训练集和验证集的总数据量不能超过3万个样本
	https://github.com/CLUEbenchmark/DataCLUE#4自测脚本f1-score
	https://github.com/CLUEbenchmark/DataCLUE#数据集介绍
	https://github.com/CLUEbenchmark/DataCLUE#单句子数据集
	https://github.com/CLUEbenchmark/DataCLUE#句子对数据集
QBQTC QQ浏览器搜索相关性数据集（QBQTC,QQ Browser Query Title Corpus）	https://github.com/CLUEbenchmark/QBQTC
	https://github.com/CLUEbenchmark/DataCLUE#学习资料
吴恩达新课：从以模型为中心到以数据为中心的AI（1小时）	https://www.bilibili.com/video/av587353739/
	https://github.com/CLUEbenchmark/DataCLUE#联系方式与引用
	https://github.com/CLUEbenchmark/DataCLUE/blob/master/resources/img/bxu.jpg
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