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Towards Semi-Supervised Semantics Understanding from Speech
Much recent work on Spoken Language Understanding (SLU) falls short in a...
11/11/2020 ∙ by Cheng-I Lai, et al. ∙
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Semantic Labeling Using a Deep Contextualized Language Model
Generating schema labels automatically for column values of data tables ...
10/30/2020 ∙ by Mohamed Trabelsi, et al. ∙
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Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding
Neural models have yielded state-of-the-art results in deciphering spoke...
10/09/2020 ∙ by Jin Cao, et al. ∙
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A Lightweight Algorithm to Uncover Deep Relationships in Data Tables
Many data we collect today are in tabular form, with rows as records and...
09/07/2020 ∙ by Jin Cao, et al. ∙
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A Fast Randomized Algorithm for Finding the Maximal Common Subsequences
Finding the common subsequences of L multiple strings has many applicati...
09/07/2020 ∙ by Jin Cao, et al. ∙
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Augmented Data Science: Towards Industrialization and Democratization of Data Science
Conversion of raw data into insights and knowledge requires substantial ...
09/12/2019 ∙ by Huseyin Uzunalioglu, et al. ∙
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Learning Robust Dialog Policies in Noisy Environments
Modern virtual personal assistants provide a convenient interface for co...
12/11/2017 ∙ by Maryam Fazel-Zarandi, et al. ∙
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