TextClassification

model	MRR	MAP	Precision1
BertCAFE	0.56	0.52	0.37
BertDPCNN(Conv2D)	0.56	0.530	0.37
BertDPCNN(conv1D)	0.57	0.537	0.38
BertLSTM	0.58	0.54	0.40
BertHAN	0.581	0.545	0.384
BertRCNN	0.59	0.55	0.41
3输入BERT+CNN+cat	0.63	0.58	0.46
3输入BERT+两种交互+CNN+cat	0.627	0.578	0.457
3输入BERT+TripleAtt+CNN+cat	0.6326	0.5837	0.4639
3输入BERT+TripleAtt+RNN+CNN+cat	0.6357	0.5862	0.4684
3输入BERT+TripleAtt+联合Att+meanmaxPooling	0.6348	0.5854	0.4639
3输入BERT+TripleAtt+Transformer+meanmaxPooling	0.6410	0.5941	0.4714
3输入BERT+TripleAtt+CNN+meanmaxPooling	0.6448	-	-

Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
Config		Config
DATA		DATA
DATAProcess		DATAProcess
Metric		Metric
Model		Model
Utils		Utils
oldcode		oldcode
pyDGL		pyDGL
pytorch_transformers		pytorch_transformers
zongai		zongai
README.md		README.md
metric.py		metric.py
runBDCI5.py		runBDCI5.py
runDGLDouban3.py		runDGLDouban3.py
runDOUBAN_xza.py		runDOUBAN_xza.py
runDSTC.py		runDSTC.py
runDoubanDGL.py		runDoubanDGL.py
runDoubanDGL2.py		runDoubanDGL2.py
runDoubanDGL2_xza.py		runDoubanDGL2_xza.py
runDoubanDGL_xza3.py		runDoubanDGL_xza3.py
runDoubanTripleNet.py		runDoubanTripleNet.py
runKAGGLE.py		runKAGGLE.py
runMultiWOZ.py		runMultiWOZ.py
runMultiWOZ10.py		runMultiWOZ10.py
runMultiWOZ11.py		runMultiWOZ11.py
runMultiWOZ12.py		runMultiWOZ12.py
runMultiWOZ13.py		runMultiWOZ13.py
runMultiWOZ14.py		runMultiWOZ14.py
runMultiWOZ2.py		runMultiWOZ2.py
runMultiWOZ3.py		runMultiWOZ3.py
runMultiWOZ4.py		runMultiWOZ4.py
runMultiWOZ5.py		runMultiWOZ5.py
runMultiWOZ6.py		runMultiWOZ6.py
runMultiWOZ7.py		runMultiWOZ7.py
runMultiWOZ8.py		runMultiWOZ8.py
runMultiWOZ9.py		runMultiWOZ9.py
runUbuntuV1TripleNet.py		runUbuntuV1TripleNet.py
test.py		test.py

cytsinghua/TextClassify