Zhengyang Tang
Zhengyang Tang has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Evaluation & benchmarks, Semitic languages; often with Bang An, Benyou Wang, Bofei Gao.
OpenAlex · h-index 16 · 75 works · 921 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 312 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #5934
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksMathematics · 1 workApplied Mathematics · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 workGrammatical error correction & learner language · 1 workSemitic languages · 1 work
Works by year
2020s
Papers
- Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models (2024 · 163 citations)
Widely used math benchmarks such as GSM8K and MATH are close to saturated. OpenAI o1 scores about 95% on MATH, so these tests no longer separate the strongest LLMs well. The authors built Omni-MATH, a text-only benchmark of 4,428 competition problems. They range from introductory contests (CEMC, HMMT) up to IMO… - Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion (2025 · 11 citations)
English-centric LLMs such as LLaMA2 handle Arabic poorly at the vocabulary level. Their tokenizer holds little beyond basic Arabic characters, so Arabic text splits into near-letter sequences and generation is slow. Adding many Arabic subwords at once is risky: suddenly the model sees many units it has no trained…
All works
- Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language ModelsarXiv:2410.07985Bofei Gao, Feifan Song, Zhe Yang, et al.2024 · 163 citations
- MathScale: Scaling Instruction Tuning for Mathematical Reasoning ↗arXiv:2403.02884 · no summary yetZhengyang Tang et al.2024 · 83 citations
- Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models ↗arXiv:2402.13064 · no summary yetHaoran Li et al.2024 · 65 citations
- Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary ExpansionAnnual Meeting of the Association for Computational Linguistics (ACL)Jianqing Zhu, Huang Huang, Zhihang Lin, et al.2025 · 11 citations
Co-authors here
- Bang An
- Benyou Wang
- Bofei Gao
- Fei Yu
- Feifan Song
- Huang Huang
- Jianqing Zhu
- Juhao Liang
- Juncai He
- Junying Chen
- Khalid Almubarak
- Lei Li
Venues
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