Mengyang Qiu
Mengyang Qiu has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining.
OpenAlex · ORCID · h-index 5 · 23 works · 59 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 41 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7549
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSafety Research · 1 workSocial Sciences · 1 workCognitive Neuroscience · 1 workNeuroscience · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- Bias in Large Language Models: Origin, Evaluation, and Mitigation (2024 · 58 citations)
LLMs now drive much of modern NLP, but they absorb and can amplify social biases. This is risky in high-stakes deployments. Guo et al. address the fragmented state of research on this problem by consolidating it into a single review framework rather than proposing a new model or dataset. They first trace where bias… - Can LLMs Simulate Human Behavioral Variability? A Case Study in the Phonemic Fluency Task (2026 · 2 citations)
Researchers increasingly consider LLMs as stand-ins for human participants, but it is unclear whether models can reproduce how people differ from one another.
All works
- Bias in Large Language Models: Origin, Evaluation, and MitigationElectronicsYufei Guo, Muzhe Guo, Juntao Su, et al.2024 · 58 citations
- Evaluating Prompting Strategies for Grammatical Error Correction Based on Language Proficiency ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetMin Zeng et al.2024 · 14 citations
- Can LLMs Simulate Human Behavioral Variability? A Case Study in the Phonemic Fluency TaskWorkshop on Cognitive Modeling and Computational Linguistics (CMCL)Mengyang Qiu, Zoe Brisebois, Siena Sun2026 · 2 citations
Venues
- Workshop on Cognitive Modeling and Computational Linguistics (CMCL): CMCL 2026
- Electronics: Electronics 2024
- Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
Cited by
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