Jinxia Zhang
Jinxia Zhang has 2 papers in our library, in 2025–2026, most of them on Machine translation, Language models & pretraining; often with Dacheng Tao, Kanjian Zhang, Liang Ding.
OpenAlex · ORCID · h-index 14 · 83 works · 738 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 22 times in our library · ⭐ Paper Stars ranking: #8945
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Machine translation · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators (2025 · 22 citations)
LLM judges of machine translation quality, such as GEMBA-MQM, give strong reference-free scores along with MQM-style error annotations. - The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check (2026)
Diffusion-based language models (dLLMs) decode tokens in parallel and are often promoted as a fix for the slow, turn-by-turn latency of LLM agents.
Co-authors here
- Dacheng Tao ×2
- Kanjian Zhang ×2
- Liang Ding ×2
- Qingyu Lu ×2
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- International Conference on Computational Linguistics (COLING): COLING 2025
Cited by
Updated
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