---
title: "Tie-Yan Liu — papers"
description: "Tie-Yan Liu: 5 papers in the Elamur Research library (2018–2020) — our summary of each, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/authors/tie-yan-liu/"
---
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# Tie-Yan Liu

5 papers on this site (2018–2020)

[OpenAlex](https://openalex.org/A5101884287) · [ORCID](https://orcid.org/0000-0002-0476-8020) · h-index 73 · 445 works · 35865 citations (openalex-snapshot, 2026-10-14)

Profile data from OpenAlex; authors with the same name are not always told apart.

- [MPNet: Masked and Permuted Pre-training for Language Understanding](https://md.research.elamur.ai/free/en/papers/song-2020-mpnet-masked-permuted-pre-training/) — Kaitao Song, Xu Tan, Tao Qin, et al. · 2020
- [MASS: Masked Sequence to Sequence Pre-training for Language Generation](https://md.research.elamur.ai/free/en/papers/song-2019-mass-masked-sequence-sequence-pre/) — Kaitao Song, Xu Tan, Tao Qin, et al. · 2019
- [Representation Degeneration Problem in Training Natural Language Generation Models](https://md.research.elamur.ai/free/en/papers/gao-2019-representation-degeneration-problem-training-natural/) — Jun Gao, Di He, Xu Tan, et al. · 2019
- [A Study of Reinforcement Learning for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/wu-2018-study-reinforcement-learning-neural-machine/) — Lijun Wu, Fei Tian, Tao Qin, et al. · 2018
- [Achieving Human Parity on Automatic Chinese to English News Translation](https://md.research.elamur.ai/free/en/papers/hassan-2018-achieving-human-parity-automatic-chinese/) — Hany Hassan, Anthony Aue, Chang Chen, et al. · 2018