Zhongquan Jian
Zhongquan Jian has 2 papers in our library, in 2026, most of them on Question answering, Text generation, Reasoning; often with Guanran Luo, Meihong Wang, Qingqiang Wu.
OpenAlex · h-index 0 · 10 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 8 times in our library · ⭐ Paper Stars ranking: #10218
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Text generation · 1 workQuestion answering · 1 workReasoning · 1 work
Works by year
2020s
Papers
- GCoT-Decoding: Unlocking Deep Reasoning Paths for Universal Question Answering (2026 · 6 citations)
Chain-of-thought (CoT) reasoning usually depends on hand-crafted prompts. The earlier prompt-free CoT-decoding method only works when answers come from a fixed set, such as numbers, because it extracts an exact answer span and votes by string match. GCoT-decoding is a general decoding framework that removes this… - AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation (2026 · 2 citations)
This paper targets uncertainty quantification (UQ) for long-form LLM outputs, where hallucinations are hard to detect because one response can mix several topics.
Co-authors here
- Guanran Luo ×2
- Meihong Wang ×2
- Qingqiang Wu ×2
- Wentao Qiu ×2
Venues
- 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
Cited by
Updated
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