TREC-6
Error
DELTA (CNN)
Text Classification
7.8
Yahoo! Answers
Accuracy
DELTA (HAN)
Text Classification
75.1
CoNLL 2003 (English)
F1
DELTA(BLSTM-CRF)
Named Entity Recognition
84.6
ATIS
Accuracy
DELTA (BLSTM-CRF)
Intent Detection
97.4
ATIS
F1
DELTA (BLSTM-CRF)
Intent Detection
95.2
SNLI
% Test Accuracy
DELTA (LSTM)
Natural Language Inference
80.7
CNN / Daily Mail
Rouge-L
DELTA (BLSTM)
Abstractive Text Summarization
27.3
CoNLL 2003 (English)
F1
 DELTA (NER ELMO)
Named Entity Recognition
92.2
CoNLL 2003 (English)
F1
DELTA (BERT)
Named Entity Recognition
94.6