Question Answering on QASent

Metric: MAP (higher is better)

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#	Model↕	MAP▼	Extra Data	Paper	Date↕	Code
1	Attentive LSTM	0.7339	No	Neural Variational Inference for Text Processing	2015-11-19	Code
2	LSTM (lexical overlap + dist output)	0.7228	No	Neural Variational Inference for Text Processing	2015-11-19	Code
3	Bigram-CNN (lexical overlap + dist output)	0.7113	No	Deep Learning for Answer Sentence Selection	2014-12-04	Code
4	Paragraph vector (lexical overlap + dist output)	0.6762	No	Distributed Representations of Sentences and Doc...	2014-05-16	Code
5	LSTM	0.6436	No	Neural Variational Inference for Text Processing	2015-11-19	Code
6	Bigram-CNN	0.5693	No	Deep Learning for Answer Sentence Selection	2014-12-04	Code
7	Paragraph vector	0.5213	No	Distributed Representations of Sentences and Doc...	2014-05-16	Code