--- title: "Andy Liu — author profile and papers — Elamur Research" description: "Andy Liu, Carnegie Mellon University: 2 papers on Elamur Research (2023–2025), h-index 3 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/andy-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/andy-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Andy Liu # Andy Liu Andy Liu has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Psycholinguistics & language acquisition](https://md.research.elamur.ai/free/en/topics/psycholinguistics/); often with [Emmy Liu](https://md.research.elamur.ai/free/en/authors/emmy-liu/), [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/), [Hao Zhu](https://md.research.elamur.ai/free/en/authors/hao-zhu/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5035499719) · [ORCID](https://orcid.org/0009-0003-6173-143X) · [**h-index 3**](https://openalex.org/authors/A5035499719) · [7 works](https://openalex.org/works?filter=author.id:A5035499719) · [32 citations](https://openalex.org/works?filter=author.id:A5035499719&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/andy-liu/#papers) · [🔗 Cited 43 times in our library](https://md.research.elamur.ai/free/en/authors/andy-liu/cited-by/) · [⭐ Paper Stars ranking: #7475](https://md.research.elamur.ai/free/en/paper-stars/page/75/#star-7475) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Andy+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Andy+Liu) · [dblp](https://dblp.org/search?q=Andy+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Andy+Liu) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 2025 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**University of Toronto** Toronto · Canada 2018–2024 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) 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 7 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Clinical Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/clinical-psychology/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Psycholinguistics & language acquisition · 1 work](https://md.research.elamur.ai/free/en/topics/psycholinguistics/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Child-directed speech · 1 work](https://md.research.elamur.ai/free/en/concepts/child-directed-speech/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/andy-liu/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/andy-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data](https://md.research.elamur.ai/free/en/papers/li-2025-big5-chat-shaping-llm-personalities/)** *(2025 · 42 citations)* Earlier attempts to give LLMs a Big Five personality mostly rely on prompts that describe typical behaviours. 2. **[Computational Language Acquisition with Theory of Mind](https://md.research.elamur.ai/free/en/papers/liu-2023-computational-language-acquisition-theory-mind/)** *(2023 · 21 citations)* Children learn language through social interaction, partly by reasoning about what other people think, an ability called Theory of Mind (ToM). ## Co-authors here 9 co-authors with a page, the most papers together first. - [Emmy Liu](https://md.research.elamur.ai/free/en/authors/emmy-liu/) - [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/) - [Hao Zhu](https://md.research.elamur.ai/free/en/authors/hao-zhu/) - [Jiarui Liu](https://md.research.elamur.ai/free/en/authors/jiarui-liu/) - [Maarten Sap](https://md.research.elamur.ai/free/en/authors/maarten-sap/) - [Mona Diab](https://md.research.elamur.ai/free/en/authors/mona-diab/) - [Wenkai Li](https://md.research.elamur.ai/free/en/authors/wenkai-li/) - [Xuhui Zhou](https://md.research.elamur.ai/free/en/authors/xuhui-zhou/) - [Yonatan Bisk](https://md.research.elamur.ai/free/en/authors/yonatan-bisk/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 43 times (of the 149,439 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/andy-liu/cited-by/). Updated 30 October 2026