--- title: "Guojie Song · Peking University — author profile and papers" description: "Guojie Song, Peking University: 4 papers on Elamur Research (2024–2026), h-index 0 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/guojie-song/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guojie-song/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guojie Song # Guojie Song Guojie Song has 4 papers in our library, in 2024–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Haonan Dong](https://md.research.elamur.ai/free/en/authors/haonan-dong/), [Haoran Ye](https://md.research.elamur.ai/free/en/authors/haoran-ye/), [Kehan Jiang](https://md.research.elamur.ai/free/en/authors/kehan-jiang/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5139838555) · [**h-index 0**](https://openalex.org/authors/A5139838555) · [4 works](https://openalex.org/works?filter=author.id:A5139838555) · [0 citations](https://openalex.org/works?filter=author.id:A5139838555&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/guojie-song/#papers) · [🔗 Cited 58 times in our library](https://md.research.elamur.ai/free/en/authors/guojie-song/cited-by/) · [⭐ Paper Stars ranking: #8506](https://md.research.elamur.ai/free/en/paper-stars/page/86/#star-8506) 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=Guojie+Song) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guojie+Song) · [dblp](https://dblp.org/search?q=Guojie+Song) · [ACL Anthology](https://aclanthology.org/search/?q=Guojie+Song) ## Affiliations [🎓**Peking University** Beijing · China 2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/guojie-song/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/guojie-song/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models](https://md.research.elamur.ai/free/en/papers/ren-2024-valuebench-comprehensively-evaluating-value-orientations/)** *(2024 · 43 citations)* LLMs increasingly act as stand-ins for people in education, healthcare and other public-facing settings, so it matters which values they express and how well they grasp human values. 2. **[FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models](https://md.research.elamur.ai/free/en/papers/jiang-2026-foe-forest-errors-makes-first/)** *(2026 · 15 citations)* Large Reasoning Models such as DeepSeek-R1 often produce several alternative solutions inside a single chain of thought. 3. **[NeuReasoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-Neurons](https://md.research.elamur.ai/free/en/papers/dong-2026-neureasoner-explainable-controllable-unified-reasoning/)** *(2026 · 13 citations)* Large Reasoning Models still make three kinds of mistakes. Within a step, they get calculations or derivations wrong. Across steps, they loop or stall. At the instance level, they over-think easy questions. Earlier fixes target only one of these, rely on opaque RL training, and offer little insight or control. 4. **[Context-Value-Action Architecture for Value-Driven Large Language Model Agents](https://md.research.elamur.ai/free/en/papers/zhang-2026-context-value-action-architecture-value/)** *(2026)* LLM-based agents meant to imitate people often behave in rigid, stereotyped ways. Evaluations that use another LLM as the judge tend to hide this, because the judge shares the agent's biases. The authors compare agents against real human behavior and find a surprising effect. Stronger prompt-based psychological… ## Co-authors here 7 co-authors with a page, the most papers together first. - [Haonan Dong](https://md.research.elamur.ai/free/en/authors/haonan-dong/) ×2 - [Haoran Ye](https://md.research.elamur.ai/free/en/authors/haoran-ye/) ×2 - [Kehan Jiang](https://md.research.elamur.ai/free/en/authors/kehan-jiang/) ×2 - [Xin Zhang](https://md.research.elamur.ai/free/en/authors/xin-zhang/) ×2 - [Zhaolu Kang](https://md.research.elamur.ai/free/en/authors/zhaolu-kang/) ×2 - [Wenhao Zhu](https://md.research.elamur.ai/free/en/authors/wenhao-zhu/) - [Yuanyi Ren](https://md.research.elamur.ai/free/en/authors/yuanyi-ren/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2, [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 58 times (of the 149,439 papers whose bibliographies we read); [19 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/guojie-song/cited-by/). Updated 2 November 2026