---
title: "Yixin Liu — papers"
description: "Yixin Liu: 3 papers in the Elamur Research library (2021–2022) — our summary of each, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/authors/yixin-liu/"
---
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# Yixin Liu

3 papers on this site (2021–2022)

[OpenAlex](https://openalex.org/A5100386682) · [ORCID](https://orcid.org/0000-0002-4309-5076) · h-index 19 · 91 works · 3315 citations (openalex-snapshot, 2026-10-14)

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

- [BRIO: Bringing Order to Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/liu-2022-brio-bringing-order-abstractive-summarization/) — Yixin Liu, Pengfei Liu, Dragomir Radev, et al. · 2022
- [Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation](https://md.research.elamur.ai/free/en/papers/liu-2022-revisiting-gold-standard-grounding-summarization/) — Yixin Liu, Alexander R. Fabbri, Pengfei Liu, et al. · 2022
- [SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/liu-2021-simcls-simple-framework-contrastive-learning/) — Yixin Liu, Pengfei Liu · 2021