Yongqi Leng
Yongqi Leng has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Deyi Xiong, Linhao Yu, Yuqi Ren.
OpenAlex · h-index 3 · 20 works · 14 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 9 times in our library · ⭐ Paper Stars ranking: #9983
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 1 workArts and Humanities · 1 workComputer Science · 1 workLanguage and Linguistics · 1 workCognitive Neuroscience · 1 workDecision Sciences · 1 workManagement Science and Operations Research · 1 workNeuroscience · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons (2025 · 9 citations)
Large language models handle many tasks after instruction tuning, but it is still unclear how they share and separate task knowledge internally. - Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts (2026 · 1 citation)
Most moral evaluations of LLMs score answers one item at a time. They do not show how a model ranks competing values against each other as a whole system. This paper addresses that gap by adapting Q methodology so that humans and models complete the same task. The authors built a 140-item English Q-set based on…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- International Conference on Computational Linguistics (COLING): COLING 2025
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