Shaomu Tan
Shaomu Tan has 2 papers in our library, in 2026, most of them on Machine translation, Evaluation & benchmarks, Reasoning; often with Bill Byrne, Christof Monz, Dawei Zhu.
OpenAlex · h-index 3 · 21 works · 16 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 15 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #11258
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 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workMachine translation · 1 workReasoning · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.chrF · 1 work
Works by year
2020s
Papers
- Remedy-R: Generative Reasoning for Machine Translation Evaluation without Error Annotations (2026 · 2 citations)
Neural MT metrics such as xCOMET, MetricX and Remedy correlate well with human judgments, but they output only a single number. - What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation (2026)
Iterative self-refinement means an LLM repeatedly revises its own draft translation. Earlier studies mostly applied it to sentences or paragraphs and reported only overall quality, so its behaviour on full documents was poorly understood. The authors ran a controlled study on WMT24-Literary across nine LLMs (Qwen2.5…
All works
- ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetShaomu Tan, Christof Monz2025 · 15 citations
- Remedy-R: Generative Reasoning for Machine Translation Evaluation without Error AnnotationsFindings of the Association for Computational LinguisticsShaomu Tan, Ryosuke Mitani, Ritvik Choudhary, et al.2026 · 2 citations
- Last Translation Benchmark ↗arXiv:2609.04173 · no summary yetVilem Zouhar et al.2026
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
Cited by
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