how are you generating the LSTM,RNN model?

[vimalk78]

after generating the training/validation/test dataset, how are you generating the LSTM,RNN model?

##BASELINE RESULTS

####Dual Encoder LSTM model:

1 in 2:
    recall@1: 0.868730970907
1 in 10:
    recall@1: 0.552213717862
    recall@2: 0.72099120433,
    recall@5: 0.924285351827

####Dual Encoder RNN model:

1 in 2:
    recall@1: 0.776539210705,
1 in 10:
    recall@1: 0.379139142954,
    recall@2: 0.560689786585,
    recall@5: 0.836350355691,

####TF-IDF model:

1 in 2:
    recall@1:  0.749260042283
1 in 10:
    recall@1:  0.48810782241
    recall@2:  0.587315010571
    recall@5:  0.763054968288