--- title: "Yinhan Liu — papers of 2019 — 4 papers, the most cited first" description: "Yinhan Liu — papers of 2019: 4 papers on Elamur Research, the most cited first — what each work is about in our own words." canonical: "https://research.elamur.ai/free/en/authors/yinhan-liu/year/2019/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yinhan-liu/year/2019/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Yinhan Liu](https://md.research.elamur.ai/free/en/authors/yinhan-liu/) / 2019 # Yinhan Liu — papers of 2019 — 4 papers, the most cited first 4 papers · [all years of Yinhan Liu](https://md.research.elamur.ai/free/en/authors/yinhan-liu/#years) - [RoBERTa: A Robustly Optimized BERT Pretraining Approach arXiv:1907.11692](https://md.research.elamur.ai/free/en/papers/liu-2019-roberta-robustly-optimized-bert-pretraining/) — Yinhan Liu, Myle Ott, Naman Goyal, et al. · 2019 · 9,837 citations **[SpanBERT: Improving Pre-training by Representing and Predicting Spans](https://md.research.elamur.ai/free/en/papers/joshi-2019-spanbert-improving-pre-training-representing/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Mandar Joshi, Danqi Chen, Yinhan Liu, et al.*2019 · 2,616 citations* **[Mask-Predict: Parallel Decoding of Conditional Masked Language Models](https://md.research.elamur.ai/free/en/papers/ghazvininejad-2019-mask-predict-parallel-decoding-conditional/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Marjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.*2019 · 684 citations* - [Cloze-driven Pretraining of Self-attention Networks arXiv:1903.07785](https://md.research.elamur.ai/free/en/papers/baevski-2019-cloze-driven-pretraining-self-attention/) — Alexei Baevski, Sergey Edunov, Yinhan Liu, et al. · 2019 · 286 citations