Elamur Research⌕
☰
home / authors / Yifan Song

Yifan Song

Yifan Song has 2 papers in our library, in 2022–2023, most of them on Language models & pretraining; often with Cheng Li, Damai Dai, Dawei Zhu.

2 papers in our library · 2022–2023

OpenAlex · ORCID · Wikidata · h-index 20 · 106 works · 2,000 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 222 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4556

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of Illinois Urbana-ChampaignUrbana · United States2015–2026 · 11 paperscurrent🎓Fudan UniversityShanghai · China2025–2026 · 5 paperscurrent🏢State Grid Corporation of ChinaBeijing · China2021–2026 · 5 paperscurrent🏢State Grid Henan Electric Power CompanyZhengzhou · China2023–2026 · 4 paperscurrent🎓Carnegie Mellon UniversityPittsburgh · United States2019–2023 · 17 papers🎓Peking UniversityBeijing · China2022–2025 · 15 papers🎓Tsinghua UniversityBeijing · China2017–2025 · 13 papers🔬Shanghai Qi Zhi InstituteShanghai · China2024–2025 · 11 papers🎓Beijing Institute of TechnologyBeijing · China2024–2026 · 5 papers🎓Henan UniversityKaifeng · China2023–2025 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 13 more institutions on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works

 Works by year

2020s

20231 paperYifan Song's papers of 202320221 paperYifan Song's papers of 2022

 Papers

The most cited first (OpenAlex and our library).

  1. Calibrating Factual Knowledge in Pretrained Language Models (2022 · 115 citations)
    Pretrained language models (PLMs) are often treated as implicit knowledge bases, but many of the facts they hold are wrong.
  2. RestGPT: Connecting Large Language Models with Real-World RESTful APIs (2023 · 108 citations)
    Most tool-augmented LLMs work with a small set of custom-built tools and struggle with multi-step requests, so they fall short in realistic settings.

All works

4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Calibrating Factual Knowledge in Pretrained Language ModelsFindings of the Association for Computational LinguisticsQingxiu Dong, Damai Dai, Yifan Song, et al.2022 · 115 citations
  2. RestGPT: Connecting Large Language Models with Real-World RESTful APIsarXiv:2306.06624Yifan Song, Weimin Xiong, Dawei Zhu, et al.2023 · 108 citations
  3. Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYifan Song et al.2024 · 52 citations
  4. MiMo-Audio: Audio Language Models are Few-Shot Learners ↗arXiv:2512.23808 · no summary yetXiaomi LLM-Core Team et al.2025 · 24 citations

 Co-authors here

11 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 222 times (of the 141,840 papers whose bibliographies we read); 10 citing papers with a page here →.

Updated

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/yifan-song/