--- title: "Xinying Song — author profile and papers" description: "Xinying Song: 2 papers on Elamur Research (2023–2024), h-index 12 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/xinying-song/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xinying-song/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xinying Song # Xinying Song 2 papers on this site · 2023–2024 Xinying Song has 2 papers on this site, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Jie Huang](https://md.research.elamur.ai/free/en/authors/jie-huang/), [Adams Wei Yu](https://md.research.elamur.ai/free/en/authors/adams-wei-yu/), [Chengrun Yang](https://md.research.elamur.ai/free/en/authors/chengrun-yang/). [OpenAlex](https://openalex.org/A5102246878) · [ORCID](https://orcid.org/0009-0002-9445-0717) · [**h-index 12**](https://openalex.org/authors/A5102246878) · [28 works](https://openalex.org/works?filter=author.id:A5102246878) · [748 citations](https://openalex.org/works?filter=author.id:A5102246878&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [2 works on this site](https://md.research.elamur.ai/free/en/authors/xinying-song/#papers) · [492 citations in our library](https://md.research.elamur.ai/free/en/authors/xinying-song/cited-by/) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Xinying+Song) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xinying+Song) · [dblp](https://dblp.org/search?q=Xinying+Song) · [ACL Anthology](https://aclanthology.org/search/?q=Xinying+Song) ## Affiliations - [Microsoft (United States)](https://ror.org/00d0nc645) · Redmond, United States —2012–2017 on 8 papers - [Harbin Institute of Technology](https://ror.org/01yqg2h08) · Harbin, China —2005–2012 on 6 papers From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Topics [Language models & pretraining 2](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning 1](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Papers The most cited first (OpenAlex and our library). 1. **[Large Language Models Cannot Self-Correct Reasoning Yet](https://md.research.elamur.ai/free/en/papers/huang-2023-large-language-models-cannot-self/)** *(2023 · 396 citations)* Self-correction means an LLM reviews its own earlier answer and revises it. It has been promoted as a way to fix reasoning mistakes. Researchers from Google DeepMind and UIUC test whether this still works when the model gets no outside signal at all. They call this setting intrinsic self-correction. They use a… 2. **[Long-form factuality in large language models](https://md.research.elamur.ai/free/en/papers/wei-2024-long-form-factuality-large-language/)** *(2024 · 162 citations)* Large language models often make factual mistakes when they write answers several paragraphs long. Before this work there was no broad benchmark for this, and no cheap way to score such answers at scale. The Google DeepMind authors address the problem with three components. The first is LongFact, a set of 2,280… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Jie Huang](https://md.research.elamur.ai/free/en/authors/jie-huang/) ×2 - [Adams Wei Yu](https://md.research.elamur.ai/free/en/authors/adams-wei-yu/) - [Chengrun Yang](https://md.research.elamur.ai/free/en/authors/chengrun-yang/) - [Da Huang](https://md.research.elamur.ai/free/en/authors/da-huang/) - [Denny Zhou](https://md.research.elamur.ai/free/en/authors/denny-zhou/) - [Dustin Tran](https://md.research.elamur.ai/free/en/authors/dustin-tran/) - [Huaixiu Steven Zheng](https://md.research.elamur.ai/free/en/authors/huaixiu-steven-zheng/) - [Jerry Wei](https://md.research.elamur.ai/free/en/authors/jerry-wei/) - [Quoc V. Le](https://md.research.elamur.ai/free/en/authors/quoc-v-le/) - [Swaroop Mishra](https://md.research.elamur.ai/free/en/authors/swaroop-mishra/) - [Xinyun Chen](https://md.research.elamur.ai/free/en/authors/xinyun-chen/) - [Yifeng Lu](https://md.research.elamur.ai/free/en/authors/yifeng-lu/) ## Cited by Papers of our library cite their works 492 times (of the 140 884 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xinying-song/cited-by/).