Length bias in Encoder Decoder Models and a Case for Global Conditioning

Pavel Sountsov, Sunita Sarawagi

Encoder-decoder networks are popular for modeling sequences probabilistically in many applications. These models use the power of the Long Short-Term Memory (LSTM) architecture to…