Haijiang Liu
Haijiang Liu has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Arnav Arora, Daniel Hershcovich, Isabelle Augenstein.
OpenAlex · ORCID · h-index 7 · 52 works · 181 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 14 times in our library · ⭐ Paper Stars ranking: #10081
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 worksSocial Sciences · 1 workSociology and Political Science · 1 workBiochemistry, Genetics and Molecular Biology · 1 workMolecular Biology · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations (2025 · 23 citations)
Large cross-national surveys are expensive and slow. The authors ask whether LLMs can be trained, rather than just prompted, to predict how a country's population would divide its answers across a survey question's options. They frame this as group-level distribution prediction and build datasets from the 2017–2022… - From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability (2026)
The paper addresses the task of connecting FDA-approved medical devices to the USPTO patents that protect their technology.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
Cited by
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