Zhuohang Li
Zhuohang Li has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Bradley A. Malin, Jiaxin Zhang, Caiming Xiong.
OpenAlex · ORCID · h-index 24 · 156 works · 1,937 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #8547
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency (2023 · 28 citations)
Black-box LMs such as ChatGPT expose no token log-probabilities, so hallucination detectors often depend on sampling and self-consistency: if repeated answers agree, the output is assumed factual. - From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models (2026 · 1 citation)
Most uncertainty quantification (UQ) work on LLMs scores an output only after it has been generated. This survey argues that such retrospective scoring does not fit multi-step reasoning, agents or alignment loops. It traces a shift in which uncertainty becomes a live control input that changes what the model does…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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