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06/05/2023
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training
Pronunciation assessment is a major challenge in the computer-aided pron...
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05/31/2023
Accurate and Structured Pruning for Efficient Automatic Speech Recognition
Automatic Speech Recognition (ASR) has seen remarkable advancements with...
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05/24/2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition
Cross-lingual named entity recognition (NER) aims to train an NER system...
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03/17/2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices
Neural Architecture Search (NAS) has shown promising performance in the ...
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01/26/2023
SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation
Due to its high cost-effectiveness, sparsity has become the most importa...
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12/16/2022
Attentive Mask CLIP
Image token removal is an efficient augmentation strategy for reducing t...
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11/21/2022
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text
Self-supervised representation learning has proved to be a valuable comp...
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04/12/2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition
Few-shot named entity recognition (NER) systems aim at recognizing novel...
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07/20/2021
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge
While named entity recognition (NER) is a key task in natural language p...
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06/04/2021