53 citations · 67 across the 25 of their papers we have counts for
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cs.CL2021★ 1 cited
Context-gloss Augmentation for Improving Word Sense Disambiguation
Guan-Ting Lin, Manuel Giambi
The goal of Word Sense Disambiguation (WSD) is to identify the sense of a polysemous word in a specific context. Deep-learning techniques using BERT have achieved very promising re…
eess.AS2021★ 3 cited
Analyzing the Robustness of Unsupervised Speech Recognition
Guan-Ting Lin, Chan-Jan Hsu, Da-Rong Liu +2
Unsupervised speech recognition (unsupervised ASR) aims to learn the ASR system with non-parallel speech and text corpus only. Wav2vec-U has shown promising results in unsupervised…
cs.CL2021★ 53 cited
SUPERB: Speech processing Universal PERformance Benchmark
Shu-wen Yang, Po-Han Chi, Yung-Sung Chuang +17
Self-supervised learning (SSL) has proven vital for advancing research in natural language processing (NLP) and computer vision (CV). The paradigm pretrains a shared model on large…