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Shuang Ma

Shuang Ma has 2 papers in our library, in 2025, most of them on Language models & pretraining, Dialogue systems, Evaluation & benchmarks; often with Feng Nan, Graham Neubig, Jiarui Lu.

2 papers in our library · 2025

OpenAlex · h-index 10 · 46 works · 253 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 89 times in our library · ⭐ Paper Stars ranking: #6728

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

🏛️Guangdong Academy of Agricultural SciencesWushan · China2026 · 1 papercurrent🎓Hohai UniversityNanjing · China2026 · 1 papercurrent🎓Dalian University of TechnologyDalian · China2021–2025 · 9 papers🔬Key Laboratory of Materials Modification by Laser, Ion and Electron BeamsDalian · China2021–2024 · 7 papers🎓Nanjing University of Posts and TelecommunicationsNanjing · China2022–2024 · 7 papers🎓Changchun Institute of TechnologyChangchun · China2024–2025 · 2 papers🎓Inner Mongolia University of TechnologyHohhot · China2025 · 2 papers🎓Inner Mongolia Normal UniversityHohhot · China2017–2018 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 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 3Research subjects and languages the work is about.Language models & pretraining · 2 worksDialogue systems · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities (2025 · 70 citations)
    ToolSandbox is a benchmark from Apple for testing how well LLMs use tools in realistic, multi-turn settings.
  2. Checklists Are Better Than Reward Models For Aligning Language Models (2025 · 37 citations)
    Reinforcement learning works well for tasks with checkable answers. It is much harder to apply to open-ended instruction following, where reward models can be gamed and generic criteria such as "helpfulness" miss request-specific needs. The authors propose Reinforcement Learning from Checklist Feedback (RLCF), which…

 Co-authors here

10 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 89 times (of the 149,439 papers whose bibliographies we read); 23 citing papers with a page here →.

Updated

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