--- title: "Ee-Peng Lim — author profile and papers — Elamur Research" description: "Ee-Peng Lim, Singapore Management University: 2 papers on Elamur Research (2023–2026), h-index 58 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/ee-peng-lim/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ee-peng-lim/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ee-Peng Lim # Ee-Peng Lim Ee-Peng Lim has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Heyan Huang](https://md.research.elamur.ai/free/en/authors/heyan-huang/), [Jing Jiang](https://md.research.elamur.ai/free/en/authors/jing-jiang/), [Lei Wang](https://md.research.elamur.ai/free/en/authors/lei-wang/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5039617569) · [ORCID](https://orcid.org/0000-0003-0065-8665) · [Wikidata](https://www.wikidata.org/wiki/Q47454126) · [**h-index 58**](https://openalex.org/authors/A5039617569) · [641 works](https://openalex.org/works?filter=author.id:A5039617569) · [17,209 citations](https://openalex.org/works?filter=author.id:A5039617569&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ee-peng-lim/#papers) · [🔗 Cited 614 times in our library](https://md.research.elamur.ai/free/en/authors/ee-peng-lim/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4854](https://md.research.elamur.ai/free/en/paper-stars/page/49/#star-4854) 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=Ee-Peng+Lim) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ee-Peng+Lim) · [dblp](https://dblp.org/search?q=Ee-Peng+Lim) · [ACL Anthology](https://aclanthology.org/search/?q=Ee-Peng+Lim) ## Affiliations [🎓**Singapore Management University** Singapore · Singapore 1998–2026 · 306 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/singapore-management-university/) · [🎓**Nanyang Technological University** Singapore · Singapore 1995–2012 · 221 papers](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/) · [🎓**University of Minnesota** Minneapolis · United States 1989–2002 · 9 papersEducation 1989–1994 · PhD](https://md.research.elamur.ai/free/en/universities/university-of-minnesota/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2002–2017 · 4 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2002 · 2 papers](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) 🏛️**Singapore Management Unversity** Singapore · [Singapore](https://md.research.elamur.ai/free/en/countries/singapore/) 2008Employment since 2008 [🎓**National University of Singapore** Singapore · Singapore Education](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 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/) · [Applied Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/applied-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/ee-peng-lim/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/ee-peng-lim/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models](https://md.research.elamur.ai/free/en/papers/hu-2023-llm-adapters-adapter-family-parameter/)** *(2023 · 401 citations)* Fully fine-tuning open LLMs is costly in compute and storage. Parameter-efficient fine-tuning (PEFT) trains only small add-on modules, but it was unclear which PEFT variant, inserted where and with which hyperparameters, works best for modern LLMs. The authors built LLM-Adapters, an open framework that attaches… 2. **[MIThinker: A Plug-and-Play Policy-Optimized Thinker For Motivational Interviewing Counseling](https://md.research.elamur.ai/free/en/papers/yang-2026-mithinker-plug-play-policy-optimized/)** *(2026)* LLM-based Motivational Interviewing (MI) counselors usually respond without explicit reasoning tied to counseling technique. ## All works 7 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. **[Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models ↗](https://aclanthology.org/2023.acl-long.147/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Lei Wang et al.*2023 · 666 citations* 2. **[LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models](https://md.research.elamur.ai/free/en/papers/hu-2023-llm-adapters-adapter-family-parameter/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhiqiang Hu, Lei Wang, Yihuai Lan, et al.*2023 · 401 citations* 3. **[Graph-to-Tree Learning for Solving Math Word Problems ↗](https://aclanthology.org/2020.acl-main.362/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Jipeng Zhang et al.*2020 · 186 citations* 4. **[MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers ↗](https://doi.org/10.1609/aaai.v36i11.21723) AAAI 2022 demo (arXiv 2109.00799) · no summary yet**Yihuai Lan et al.*2022 · 83 citations* 5. **[Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem ↗](https://doi.org/10.24963/ijcai.2020/555) IJCAI 2020 · no summary yet**Jipeng Zhang et al.*2020 · 76 citations* 6. **[Streaming Classification with Emerging New Class by Class Matrix Sketching ↗](https://doi.org/10.1609/aaai.v31i1.10842) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xin Mu et al.*2017 · 70 citations* 7. **[MIThinker: A Plug-and-Play Policy-Optimized Thinker For Motivational Interviewing Counseling](https://md.research.elamur.ai/free/en/papers/yang-2026-mithinker-plug-play-policy-optimized/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yizhe Yang, Palakorn Achananuparp, Heyan Huang, et al.*2026* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Heyan Huang](https://md.research.elamur.ai/free/en/authors/heyan-huang/) - [Jing Jiang](https://md.research.elamur.ai/free/en/authors/jing-jiang/) - [Lei Wang](https://md.research.elamur.ai/free/en/authors/lei-wang/) - [Lidong Bing](https://md.research.elamur.ai/free/en/authors/lidong-bing/) - [Soujanya Poria](https://md.research.elamur.ai/free/en/authors/soujanya-poria/) - [Yizhe Yang](https://md.research.elamur.ai/free/en/authors/yizhe-yang/) - [Zhiqiang Hu](https://md.research.elamur.ai/free/en/authors/zhiqiang-hu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×2 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - AAAI 2022 demo (arXiv 2109.00799) - IJCAI 2020 - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 614 times (of the 149,439 papers whose bibliographies we read); [130 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ee-peng-lim/cited-by/). Updated 2 November 2026