🧑‍🔬 Shimin Tao

🏛️ Affiliations

🏢Huawei TechnologiesShenzhen · China2019–2026 · 93 paperscurrent🎓University of Science and Technology of ChinaHefei · China2023–2026 · 6 paperscurrent🏢BaiduBeijing · China2015–2017 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning (2026 · 22 citations)
   Reasoning-oriented LLMs that think step by step before answering have mostly been applied to math and code.
2. Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference (2022 · 15 citations)
   NLI items often have no single right answer: when many people label the same premise–hypothesis pair, their votes split.

All works

19 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs ↗International Joint Conference on Artificial Intelligence · no summary yetWeibin Meng et al.2019 · 681 citations
2. R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning LearningTransactions of the Association for Computational Linguistics (TACL)Minggui He, Yilun Liu, Shimin Tao, et al.2026 · 22 citations
3. From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation ↗arXiv:2403.14118 · 2024 International Joint Conference on Neural Networks (IJCNN) · no summary yetHaofei Zhao et al.2024 · 22 citations
4. The HW-TSC's Simultaneous Speech Translation System for IWSLT 2022 Evaluation ↗Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022) · no summary yetMinghan Wang et al.2022 · 21 citations
5. Capture Human Disagreement Distributions by Calibrated Networks for Natural Language InferenceFindings of the Association for Computational LinguisticsYuxia Wang, Minghan Wang, Yimeng Chen, et al.2022 · 15 citations
6. The HW-TSC's Offline Speech Translation System for IWSLT 2022 Evaluation ↗Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022) · no summary yetYinglu Li et al.2022 · 15 citations
7. Knowledge-Prompted Estimator: A Novel Approach to Explainable Machine Translation Assessment ↗arXiv:2306.07486 · no summary yetHao Yang et al.2023 · 13 citations
8. Empowering a Metric with LLM-assisted Named Entity Annotation: HW-TSC's Submission to the WMT23 Metrics Shared Task ↗Proceedings of the Eighth Conference on Machine Translation · no summary yetZhanglin Wu et al.2023 · 8 citations
9. The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation ↗arXiv:2108.03845 · no summary yetMinghan Wang et al.2021 · 8 citations
10. Unify Word-level and Span-level Tasks: NJUNLP's Participation for the WMT2023 Quality Estimation Shared Task ↗Proceedings of the Eighth Conference on Machine Translation · no summary yetXiang Geng et al.2023 · 7 citations
11. Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task ↗Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yetXiaoyu Chen et al.2022 · 7 citations
12. Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics ↗Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022 · no summary yetYilun Liu et al.2022 · 7 citations
13. Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task ↗Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yetYilun Liu et al.2022 · 7 citations
14. CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task ↗Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yetShimin Tao et al.2022 · 7 citations
15. NJUNLP's Participation for the WMT2022 Quality Estimation Shared Task ↗Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yetXiang Geng et al.2022 · 6 citations
16. The HW-TSC's Speech to Speech Translation System for IWSLT 2022 Evaluation ↗Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022) · no summary yetJiaxin Guo et al.2022 · 6 citations
17. Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetXiang Geng et al.2023 · 4 citations
18. Evaluation Dataset for Lexical Translation Consistency in Chinese-to-English Document-level Translation ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetXiangyu Lei et al.2024 · 2 citations
19. Unlocking Fine-Grained Translation Quality Estimation in LRMs through Mutually Boosting Implicit and Explicit Reasoning ↗arXiv:2605.31378 · no summary yetRenfei Dang et al.2026

🤝 Co-authors here

9 co-authors with a page, the most papers together first.

• Hao Yang
• Jian Zhang
• Li Zhang
• Min Zhang
• Minghan Wang
• Osamu Yoshie
• Yilun Liu
• Yimeng Chen
• Yuxia Wang

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Proceedings of the Seventh Conference on Machine Translation (WMT) ×6
• Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022) ×3
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2022
• Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2026
• Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022
• International Joint Conference on Artificial Intelligence
• Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
• Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

🔗 Cited by

Papers of our library cite their works 116 times (of the 149,439 papers whose bibliographies we read); 22 citing papers with a page here →.

Updated 1 November 2026

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