文本分类数据集汇总

统计了下载到的文本分类数据集信息，汇总成表格如下(时间：2020.7.1)：

Dataset	Classes	Type	Samples	Best Method	Performance
AG News	4	Topic	Train:120000 Test: 7600	XLNet	Error: 4.45
Dbpedia	14	Topic	Train: 560000 Test: 70000	XLNet	Error: 0.6
TREC-6	6	Question	Train: 5452 Test: 500	USE_T+CNN	Error: 1.93
TREC-50	50	Question	Train: 5452 Test: 500	Rules	Error: 2.8
20NEWS	20	Topic	20,000	SGC	Acc: 88.5
IMDb	2	Sentiment	Train: 25,000 Test: 25,000	XLNet	Acc: 96.8
Yahoo! Answers	10	Question	Train: 1,400,000 Test: 60,000	BERT-ITPT-FiT	Acc: 77.62
R8	8	Topic	Train: 5,485 Test: 2,189	NABoE-full	Acc: 97.9
Ohsumed	23	疾病分类	50,216	SGCN	Acc: 68.5
Sogou News	5	Topic	Train: 450,000 Test: 60,000	BERT-ITPT-FiT	Acc: 98.07
Amazon-2	2	评分1-2: negative 4-5: positive	per class Train: 1,800,000 Test: 200,000	XLNet	Error: 2.11
Amazon-5	5	用户评分1-5	per class Train: 600,000 Test: 130,000	XLNet	Error: 31.67
Yelp-2	2	1-2: negative 4-5: positive	per class Train: 130,000 Test: 10,000	XLNet	Acc:98.63
Yelp-5	5	用户评分1-5	per class Train:130,000 Test: 10,000	HANNN	Acc: 73.28
Reuters-21578	90	Topic	Train:7769 Test: 3019	MPAD-path	Acc: 97.44
Cora	7	论文分类：如：遗传算法	2708	ACNet	Acc: 83.5
BBCSports	5	Topic	737	MPAD-path	Acc: 99.59
WOS-11967	35, 7父类	论文类别: 如: CS->computer graphics	11967	RMDL	Acc:91.59
WOS-46985	134, 7父类	论文类别: 如: CS->computer graphics	46985	RMDL	Acc:82.42
WOS-11967	11, 3父类	论文类别: 如: CS->computer graphics	5736	RMDL	Acc:93.57

未能下载的数据集：DODF Data，MVICTOR(type)，RCV1，TRAC2-Benghali. Task 2.， TRAC2-English. Task2.，AffCon 2020 Emotion
Detection，IMDb-M，AAPD，Yelp-14，Reuters En-De，Reuters De-En，MPQA，HoC

参考链接：
Text Classification
Document Classification

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提取码：0617