Jingting Zheng
Jingting Zheng has 2 papers in our library, in 2026, most of them on Language models & pretraining, Low-resource languages, Evaluation & benchmarks; often with Deyi Xiong, Linhao Yu, Yongqi Leng.
OpenAlex · h-index 1 · 2 works · 1 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Cognitive Neuroscience · 1 workDecision Sciences · 1 workManagement Science and Operations Research · 1 workNeuroscience · 1 workSafety Research · 1 workSocial Sciences · 1 workArtificial Intelligence · 1 workArts and Humanities · 1 workComputer Science · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 workLow-resource languages · 1 work
Works by year
2020s
Papers
- 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… - Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script (2026)
Square Bai Script (Fangkuai Baiwen) is derived from Chinese characters. Many of its glyphs look like, or are identical to, Chinese ones but mean something different. Models with strong Chinese knowledge therefore tend to read Bai text through Chinese senses. The authors call this semantic interference. It shows up as…
Co-authors here
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