most citedImproved Speech Pre-Training with Supervision-Enhanced Acoustic Unit

1 citations · 2 across the 6 of their papers we have counts for

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6 papers

cs.CL20221 cited

WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition

Jun-Yu Ma, Beiduo Chen, Jia-Chen Gu +5

Zero-shot cross-lingual named entity recognition (NER) aims at transferring knowledge from annotated and rich-resource data in source languages to unlabeled and lean-resource data…

eess.AS20221 cited

Improved Speech Pre-Training with Supervision-Enhanced Acoustic Unit

Pengcheng Li, Genshun Wan, Fenglin Ding +4

Speech pre-training has shown great success in learning useful and general latent representations from large-scale unlabeled data. Based on a well-designed self-supervised learning…

eess.AS2022

Progressive Multi-Scale Self-Supervised Learning for Speech Recognition

Genshun Wan, Tan Liu, Hang Chen +3

Self-supervised learning (SSL) models have achieved considerable improvements in automatic speech recognition (ASR). In addition, ASR performance could be further improved if the m…

eess.AS2022

Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information

Fenglin Ding, Genshun Wan, Pengcheng Li +2

Multilingual end-to-end models have shown great improvement over monolingual systems. With the development of pre-training methods on speech, self-supervised multilingual speech re…

cs.CL2022

Joint Chinese Word Segmentation and Span-based Constituency Parsing

Zhicheng Wang, Tianyu Shi, Cong Liu

In constituency parsing, span-based decoding is an important direction. However, for Chinese sentences, because of their linguistic characteristics, it is necessary to utilize othe…

cs.CL2022

Order-sensitive Neural Constituency Parsing

Zhicheng Wang, Tianyu Shi, Liyin Xiao +1

We propose a novel algorithm that improves on the previous neural span-based CKY decoder for constituency parsing. In contrast to the traditional span-based decoding, where spans a…