Ming Zhu
Ming Zhu has 2 papers in our library, in 2025, most of them on Machine translation; often with Jianguo Zhang, Juan Carlos Niebles, Shelby Heinecke.
OpenAlex · ORCID · h-index 27 · 219 works · 2,611 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 119 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6768
Affiliations
Fields, topics and concepts
📚 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.Machine translation · 1 work
Works by year
2020s
Papers
- xLAM: A Family of Large Action Models to Empower AI Agent Systems (2025 · 68 citations)
Open-source LLMs lag behind proprietary systems on agent tasks such as tool use. A major cause is that public agent datasets are scarce, inconsistent in format, homogeneous in content, and often noisy, with problems like hallucinated actions or repeated turns. The authors (Salesforce AI) release xLAM, a family of… - APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay (2025 · 36 citations)
Building capable multi-turn AI agents requires training data that captures realistic exchanges between humans and agents.
All works
- xLAM: A Family of Large Action Models to Empower AI Agent SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jianguo Zhang, Tian Lan, Ming Zhu, et al.2025 · 68 citations
- XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence ↗arXiv:2206.08474 · no summary yetMing Zhu et al.2022 · 58 citations
- APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human InterplayConference on Neural Information Processing Systems (NeurIPS)Akshara Prabhakar, Zuxin Liu, Ming Zhu, et al.2025 · 36 citations
Co-authors here
- Jianguo Zhang ×2
- Juan Carlos Niebles ×2
- Shelby Heinecke ×2
- Thai Hoang ×2
- Weiran Yao ×2
- Zhiwei Liu ×2
- Zuxin Liu ×2
- Akshara Prabhakar
- Juntao Tan
- Shiyu Wang
- Tian Lan
- Yihao Feng
Venues
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2025
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/ming-zhu/