Zhouhang Xie
Zhouhang Xie has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Junda Wu, Bodhisattwa Prasad Majumder, Branislav Kveton.
OpenAlex · ORCID · h-index 6 · 17 works · 203 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 10 times in our library · ⭐ Paper Stars ranking: #8968
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksDecision Sciences · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- From Selection to Generation: A Survey of LLM-based Active Learning (2025 · 22 citations)
Active learning (AL) traditionally lowers labeling effort by picking the most useful unlabeled examples with metrics such as uncertainty or diversity. - Evaluating Language Model Pluralism through In-the-wild Crowd Discussions (2026)
LLMs tuned with preference alignment often lean toward particular stances on subjective questions. Yet pluralism has mostly been tested with multiple-choice or rating formats, and the few open-ended benchmarks depend on costly crowd annotation for every new domain. The authors propose PluralEval, which builds…
Co-authors here
- Junda Wu ×2
- Bodhisattwa Prasad Majumder
- Branislav Kveton
- Franck Dernoncourt
- Gagan Mundada
- Hanjia Lyu
- Hongjie Chen
- Joe Barrow
- Julian McAuley
- Ryan Aponte
- Subhojyoti Mukherjee
- Tong Yu
Venues
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