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Named Entity Recognition without Labelled Data: A Weak Supervision Approach
Named Entity Recognition (NER) performance often degrades rapidly when a...
04/30/2020 ∙ by Pierre Lison, et al. ∙
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Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models
Neural conversational models require substantial amounts of dialogue dat...
04/28/2017 ∙ by Pierre Lison, et al. ∙
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Redefining Context Windows for Word Embedding Models: An Experimental Study
Distributional semantic models learn vector representations of words thr...
04/19/2017 ∙ by Pierre Lison, et al. ∙
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Model-based Bayesian Reinforcement Learning for Dialogue Management
Reinforcement learning methods are increasingly used to optimise dialogu...
04/05/2013 ∙ by Pierre Lison, et al. ∙
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