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08/03/2023
Feature Noise Boosts DNN Generalization under Label Noise
The presence of label noise in the training data has a profound impact o...
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02/21/2023
Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead
Conversational, multi-turn, text-to-SQL (CoSQL) tasks map natural langua...
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10/19/2022
N-Best Hypotheses Reranking for Text-To-SQL Systems
Text-to-SQL task maps natural language utterances to structured queries ...
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07/13/2022
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets
We propose a novel 2-stage sub 8-bit quantization aware training algorit...
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07/13/2022