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Representation Learning for Words and Entities
This thesis presents new methods for unsupervised learning of distribute...
06/12/2019 ∙ by Pushpendre Rastogi, et al. ∙
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Improving Long Distance Slot Carryover in Spoken Dialogue Systems
Tracking the state of the conversation is a central component in task-or...
06/04/2019 ∙ by Tongfei Chen, et al. ∙
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A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR)
We present Contextual Query Rewrite (CQR) a dataset for multi-domain tas...
03/28/2019 ∙ by Michael Regan, et al. ∙
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Scaling Multi-Domain Dialogue State Tracking via Query Reformulation
We present a novel approach to dialogue state tracking and referring exp...
03/12/2019 ∙ by Pushpendre Rastogi, et al. ∙
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A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations
Link prediction in large knowledge graphs has received a lot of attentio...
05/16/2016 ∙ by Pushpendre Rastogi, et al. ∙
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Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Lacking standardized extrinsic evaluation methods for vector representat...
05/08/2016 ∙ by Manaal Faruqui, et al. ∙
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Sublinear Partition Estimation
The output scores of a neural network classifier are converted to probab...
08/07/2015 ∙ by Pushpendre Rastogi, et al. ∙
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