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Hanjia Lyu

Hanjia Lyu has 2 papers in our library, in 2025, most of them on Language models & pretraining, Sentiment & emotion; often with Branislav Kveton, Franck Dernoncourt, Hongjie Chen.

2 papers in our library · 2025

OpenAlex · ORCID · Wikidata · h-index 17 · 90 works · 995 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 56 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #8809

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of RochesterRochester · United States2020–2026 · 70 papersEducation 2021–2026 · PhD, Department of Computer Sciencecurrent🎓Singapore Management UniversitySingapore · Singapore2026 · 2 papersEmployment since 2026 · Assistant Professor, School of Computing and Information Systemscurrent🏥University of Rochester MedicineRochester · United States2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workDecision Sciences · 1 workLanguage and Linguistics · 1 workManagement Science and Operations Research · 1 workPsychology · 1 workHuman-Computer Interaction · 1 workSocial Psychology · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workSentiment & emotion · 1 work

 Works by year

2020s

20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. 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.
  2. Irony in Emojis: A Comparative Study of Human and LLM Interpretation (2025 · 2 citations)
    The paper asks whether GPT-4o judges the ironic potential of emojis the way people actually use them. To get a human baseline, the authors take Ciron, a Weibo corpus of about 8,700 posts in which five native Chinese annotators rated each post's irony from 1 to 5. Each emoji inherits the average rating of the posts it…

All works

4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. LLM-Rec: Personalized Recommendation via Prompting Large Language Models ↗Findings of the Association for Computational Linguistics: NAACL 2024 · no summary yetHanjia Lyu et al.2024 · 184 citations
  2. From Selection to Generation: A Survey of LLM-based Active LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, et al.2025 · 22 citations
  3. Understanding Divergent Framing of the Supreme Court Controversies: Social Media vs. News Outlets ↗arXiv:2309.09508 · no summary yetJinsheng Pan et al.2023 · 5 citations
  4. Irony in Emojis: A Comparative Study of Human and LLM InterpretationIEEE International Conference on Big Data (BigData)Yawen Zheng, Hanjia Lyu, Jiebo Luo2025 · 2 citations

 Co-authors here

12 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 56 times (of the 149,439 papers whose bibliographies we read); 6 citing papers with a page here →.

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