Search Results for author: Yichao Du

Found 4 papers, 2 papers with code

Non-Parametric Domain Adaptation for End-to-End Speech Translation

no code implementations23 May 2022 Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen

End-to-End Speech Translation (E2E-ST) has received increasing attention due to the potential of its less error propagation, lower latency, and fewer parameters.

Domain Adaptation Translation

Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement

1 code implementation21 Dec 2021 Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu

In this paper, we attempt to model the joint probability of transcription and translation based on the speech input to directly leverage such triplet data.

Automatic Speech Recognition Speech-to-Text Translation +2

Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables

1 code implementation Findings (EMNLP) 2021 Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo

However, it usually suffers from capturing spurious correlations between the output language and language invariant semantics due to the maximum likelihood training objective, leading to poor transfer performance on zero-shot translation.

Denoising Machine Translation +1

Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis

no code implementations27 Jan 2021 Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen

Clinical diagnosis, which aims to assign diagnosis codes for a patient based on the clinical note, plays an essential role in clinical decision-making.

Decision Making

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