--- title: "Lynnette Hui Xian Ng — author profile and papers in our library" description: "Lynnette Hui Xian Ng, Carnegie Mellon University: 4 papers on Elamur Research (2023–2026), h-index 16 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lynnette Hui Xian Ng # Lynnette Hui Xian Ng Lynnette Hui Xian Ng has 4 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Discourse analysis](https://md.research.elamur.ai/free/en/topics/discourse-analysis/); often with [Linus Tze En Foo](https://md.research.elamur.ai/free/en/authors/linus-tze-en-foo/), [Wenkai Li](https://md.research.elamur.ai/free/en/authors/wenkai-li/). 4 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5001523273) · [ORCID](https://orcid.org/0000-0002-2740-7818) · [**h-index 16**](https://openalex.org/authors/A5001523273) · [111 works](https://openalex.org/works?filter=author.id:A5001523273) · [754 citations](https://openalex.org/works?filter=author.id:A5001523273&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/#papers) · [🔗 Cited 16 times in our library](https://md.research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/cited-by/) · [⭐ Paper Stars ranking: #9809](https://md.research.elamur.ai/free/en/paper-stars/page/99/#star-9809) 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=Lynnette+Hui+Xian+Ng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lynnette+Hui+Xian+Ng) · [dblp](https://dblp.org/search?q=Lynnette+Hui+Xian+Ng) · [ACL Anthology](https://aclanthology.org/search/?q=Lynnette+Hui+Xian+Ng) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 2021–2026 · 69 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) 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).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Human-Computer Interaction · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/human-computer-interaction/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Discourse analysis · 1 work](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/year/2026/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification](https://md.research.elamur.ai/free/en/papers/cruickshank-2023-prompting-fine-tuning-open-sourced/)** *(2023 · 18 citations)* Stance classification identifies the position an author takes toward a given target. Most existing systems depend on costly hand-labelled training data and transfer poorly to new topics. Cruickshank and Ng test whether open-source large language models can do this job with little or no annotation. Their benchmark… 2. **[Disentangling Singlish Discourse Particles with Task-Driven Representation](https://md.research.elamur.ai/free/en/papers/foo-2024-disentangling-singlish-discourse-particles-task/)** *(2024 · 9 citations)* Singlish (Colloquial Singapore English) relies heavily on sentence-final discourse particles whose pragmatic meaning shifts with context. 3. **[Stylistic Evolution and LLM Neutrality in Singlish Language](https://md.research.elamur.ai/free/en/papers/foo-2026-stylistic-evolution-llm-neutrality-singlish/)** *(2026)* The paper asks two questions about Singlish, the English-based contact variety of Singapore. First, how has its written style changed over ten years of informal messaging? Second, can LLMs produce Singlish that reflects the variety's stable core rather than the habits of one particular year? 4. **[Limpeh ga li gong: Challenges in Singlish Annotations](https://md.research.elamur.ai/free/en/papers/chan-2024-limpeh-ga-li-gong-challenges/)** *(2024)* The paper examines how well standard English NLP tools handle Singlish (Colloquial Singapore English). Singlish draws vocabulary and grammar from Malay, Hokkien, Mandarin and other languages, and it has no fixed spelling. The authors focus on part-of-speech tagging as a basic test. They took 92 SMS messages from the… ## Co-authors here 2 co-authors with a page, the most papers together first. - [Linus Tze En Foo](https://md.research.elamur.ai/free/en/authors/linus-tze-en-foo/) ×2 - [Wenkai Li](https://md.research.elamur.ai/free/en/authors/wenkai-li/) ## Cited by Papers of our library cite their works 16 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lynnette-hui-xian-ng/cited-by/). Updated 30 October 2026