DIET Interactive Demo

Intent Loss
Intent Lo...
play
play
ping
ping
__MASK__
__MASK__
Sparse features
Sparse feat...
Pretrained embedding
Pretrained...
Feed-forward
Feed-forward
Sparse features
Sparse feat...
Pretrained embedding
Pretrained...
Feed-forward
Feed-forward
Feed-forward
Feed-forward
Feed-forward
Feed-forward
Transformer (2 layers)
Transformer (2 layers)
__CLS__
__CLS__
Sparse features
Sparse feat...
Pretrained embedding
Pretrained...
Feed-forward
Feed-forward
Feed-forward
Feed-forward
Embedding Layer
Embedding Layer
CRF
CRF
Entity Loss
Entity Lo...
Intent: play_game
Intent: play_game
Entity: O
Entity: O
Entity: game_name
Entity: game_name
Entity: game_name
Entity: game_name
Total Loss
Total Loss
Similarity
Similarity
Embedding Layer
Embedding Layer
pong
pong
Mask Loss
Mask Loss
Embedding Layer
Embedding Layer
Similarity
Similarity
Embedding Layer
Embedding Layer
Sparse features
Sparse feat...
Pretrained embedding
Pretrained...
Feed-forward
Feed-forward
Feed-forward
Feed-forward