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08/16/2023
Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction
Text-to-Text Transfer Transformer (T5) has recently been considered for ...
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05/25/2023
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition
Automatic Speech Recognition (ASR) systems have attained unprecedented p...
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03/04/2023
ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure
Studies have shown that modern neural networks tend to be poorly calibra...
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12/14/2022
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation
Word Sense Disambiguation (WSD) is an NLP task aimed at determining the ...
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12/12/2022
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue
Video-grounded Dialogue (VGD) aims to decode an answer sentence to a que...
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10/17/2022