Yi Huang
Yi Huang has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Reasoning; often with Junlan Feng, Kun Han, Mukai Li.
OpenAlex · h-index 0 · 5 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 16 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #9193
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workDecision Sciences · 1 workInformation Systems · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksMultilingual & cross-lingual NLP · 1 workCode & programming languages · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Orion-14B: Open-source Multilingual Large Language Models (2024 · 17 citations)
Most open LLMs either centre on English, like LLaMA, or on English plus Chinese. Orion-14B, from OrionStar, is a 14-billion-parameter open model family that also gives Japanese and Korean deliberate attention. The base model follows the LLaMA2 design with a larger vocabulary and a wider FFN. It was pretrained on 2.5T… - Thinking Alignment of Scenario-Oriented User Simulation (2026 · 1 citation)
LLM-based user simulators, whether they prompt a model to role-play or fine-tune it on real user turns, usually reproduce only what users type. - AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs (2026)
LLMs increasingly write executable Python code for alpha mining rather than symbolic factor formulas. This adds expressiveness but also hidden risks: look-ahead bias (using future data) and bugs in stateful logic. Existing alpha benchmarks mostly score backtest profitability, which can reward leaked information or…
All works
- Orion-14B: Open-source Multilingual Large Language ModelsarXiv:2401.12246Du Chen, Yi Huang, Xiaopu Li, et al.2024 · 17 citations
- Thinking Alignment of Scenario-Oriented User SimulationAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoting Wu, Yi Huang, Chunyang Gao, et al.2026 · 1 citation
- AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMsFindings of the Association for Computational LinguisticsSichun Luo, Yi Huang, Shichang Meng, et al.2026
- D2PCM:A Multi-Turn Dialogue Dataset with Personalized Contextual Memory ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetZhe Yang et al.2026
- A Learnable Skill Combination Strategy for Multi-task Learning in Natural Language Understanding ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetZhe Yang et al.2026
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: ACL 2026 ×2
- 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
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