--- title: "Shengjie Ma — author profile and papers — Elamur Research" description: "Shengjie Ma: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/shengjie-ma/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shengjie-ma/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shengjie Ma # Shengjie Ma Shengjie Ma has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Chengjin Xu](https://md.research.elamur.ai/free/en/authors/chengjin-xu/), [Jian Guo](https://md.research.elamur.ai/free/en/authors/jian-guo/), [Teng Wang](https://md.research.elamur.ai/free/en/authors/teng-wang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139731242) · [**h-index 0**](https://openalex.org/authors/A5139731242) · [1 works](https://openalex.org/works?filter=author.id:A5139731242) · [0 citations](https://openalex.org/works?filter=author.id:A5139731242&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shengjie-ma/#papers) · [🔗 Cited 10 times in our library](https://md.research.elamur.ai/free/en/authors/shengjie-ma/cited-by/) · [⭐ Paper Stars ranking: #11199](https://md.research.elamur.ai/free/en/paper-stars/page/112/#star-11199) 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=Shengjie+Ma) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shengjie+Ma) · [dblp](https://dblp.org/search?q=Shengjie+Ma) · [ACL Anthology](https://aclanthology.org/search/?q=Shengjie+Ma) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/shengjie-ma/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2026-hierarchical-multi-step-reward-models/)** *(2026 · 10 citations)* Process Reward Models (PRMs) score each step of an LLM's mathematical reasoning. They have two weaknesses: they can be gamed through reward hacking, and they need costly step-level annotation. They also penalize a wrong step even when a later step fixes it. 2. **[JudgeAgent: Beyond Static Benchmarks for Knowledge-Driven and Dynamic LLM Evaluation](https://md.research.elamur.ai/free/en/papers/shi-2026-judgeagent-beyond-static-benchmarks-knowledge/)** *(2026)* Static benchmarks for LLMs saturate quickly, cover a fixed slice of knowledge, risk contamination, and pose questions whose difficulty may not suit the model under test. ## Co-authors here 9 co-authors with a page, the most papers together first. - [Chengjin Xu](https://md.research.elamur.ai/free/en/authors/chengjin-xu/) - [Jian Guo](https://md.research.elamur.ai/free/en/authors/jian-guo/) - [Teng Wang](https://md.research.elamur.ai/free/en/authors/teng-wang/) - [Xuhui Jiang](https://md.research.elamur.ai/free/en/authors/xuhui-jiang/) - [Yanan Zheng](https://md.research.elamur.ai/free/en/authors/yanan-zheng/) - [Yuanzhuo Wang](https://md.research.elamur.ai/free/en/authors/yuanzhuo-wang/) - [Zeyu Li](https://md.research.elamur.ai/free/en/authors/zeyu-li/) - [Zhichao Shi](https://md.research.elamur.ai/free/en/authors/zhichao-shi/) - [Zixuan Li](https://md.research.elamur.ai/free/en/authors/zixuan-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 ## Cited by Papers of our library cite their works 10 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shengjie-ma/cited-by/). Updated 1 November 2026