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-# Neural Belief Tracking
-
-Implementation of different uncertainty in Deep Learning methods for improved Dialogue ***Belief*** Tracking.
-
-## NBT Model
-
-Slot Utterance Matching Belief Tracker transformer. Using BERT language model fine tuning, a slot utterance matching Attention mechanism and a RNN latent state tracker to generate a latent belief state. Further embedding distance comparison is used for generating model logits.
-
-## Uncertainty
-
-### Loss
-
-* Standard Cross Entropy Loss
-* Label Smoothing KL divergence Loss (improved uncertainty)
-* Belief Matching (Dirichlet activation function with ELBO Loss)
-
-### Strategies
-
-* Temperature Scaling
-* Dropout Ensembling
-* Model Ensembling
+# Code for Paper Knowing What You Know: Calibrating Dialogue Belief StateDistributions via Ensembles
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