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 Singapore

Country8 institutions in 1 agglomeration · all countries

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Singapore appears in this library as a compact research landscape. Every institution listed under the country sits in the city of Singapore itself. The list covers universities, research laboratories, a government body and a nonprofit. An institution is included when its researchers wrote at least two of the papers held on this site. The order follows the cited work that scientists produced while affiliated there, so the list reflects the library's own holdings and not a national census of research. Readers who want to compare Singapore with other places can start from the general directory of institutions and the country entry for Singapore.

The group is small and spans several kinds of organisation. Four universities are present. So are two research institutes, one agency of government and one nonprofit laboratory. Most of Singapore's cited output on this site comes from the universities, but the research institutes and the government agency carry real weight too. Cited research here does not come only from teaching institutions.

Institutional landscape

The National University of Singapore heads the list. Among the works in our library, it has the largest body of cited research of any Singaporean institution and the largest number of papers credited to its researchers. Its position at the top reflects both breadth of output and the attention that output has received.

The Nanyang Technological University comes second. Its body of work here is close in size to that of the National University of Singapore, and its cited output is in the same broad range, though somewhat smaller. Together the two universities account for most of the country's presence in the library. On this site, Singaporean research is concentrated in these two large universities, with a wider circle of smaller contributors around them.

The Singapore University of Technology and Design is listed third. Its set of papers here is much smaller than those of the two larger universities, but its works have been cited enough to place it ahead of several institutions with more papers. Its name points to a focus on technology and design. Beyond that, the library's holdings for Singapore do not break its work down by subject.

The fourth university is the Singapore Management University. It has a modest group of papers in our library and a correspondingly modest cited footprint. It ranks below the research institutes and the government agency but above the two smallest entries. Its name indicates an orientation toward management. Here too, the specific topics of its papers are not described in the country listing.

Research institutes and public bodies

The Institute for Infocomm Research is listed as a research institute. It has more papers in the library than the Singapore University of Technology and Design, and its works have drawn substantially more citations than that university's. Even so, it appears after the university in the order shown. The ranking is based on cited work as the library measures it, so the order does not always match a simple reading of either output or total attention. The institute's name ties it to information and communications research. Its body of work in our library is one of the more substantial among the non-university entries.

The Agency for Science, Technology and Research is classified as a government body. It has fewer papers here than the Institute for Infocomm Research, yet its works have been cited at a comparable and slightly higher level. This makes it notable among the Singaporean entries for the attention each of its papers has received. Its presence shows that a public agency, and not only universities and laboratories, appears directly as an author affiliation in the library.

DSO National Laboratories is listed as a nonprofit. It has a small group of papers in our library, cited at a level similar to the Singapore Management University's. Little more can be said about the content of this work from the country listing alone. Its inclusion still widens the range of organisation types through which Singaporean research reaches the library.

Temasek Laboratories@NTU closes the list. It is classified as a research institute and has only a handful of papers here, the smallest number of any Singaporean entry. Those papers have nonetheless attracted a large amount of attention for so few works. Its cited output is greater than that of several entries with more papers, though it appears last in the order. Its name links it to the Nanyang Technological University, which suggests a laboratory working in close association with that university.

Reading the ranking

Several patterns stand out when the entries are read together. The first is concentration. Two universities dominate, and they are close to each other in both output and citation. Below them the entries are much smaller, and none comes near the two largest universities.

The second pattern is that the number of papers and the amount of citation do not always move together. Some institutions with few papers here, such as the Agency for Science, Technology and Research and Temasek Laboratories@NTU, show a level of citation that would place them higher if attention per paper were the only measure. The Institute for Infocomm Research has a larger body of work than the Singapore University of Technology and Design and more citations, yet it is placed after that university. The library's measure of cited work therefore differs from both raw paper counts and raw citation totals. Readers comparing institutions should keep this in mind and not treat the order as a ranking by any single simple figure.

The third pattern is diversity of organisational form. Universities, public research institutes, a government agency and a nonprofit laboratory all contribute. Within the library, then, Singapore's research shows up through several channels. University departments are one of them, alongside dedicated laboratories and public bodies.

Strengths suggested by the institutions

The country listing does not set out research topics, landmark papers or individual scientists. A detailed account of subject strengths therefore has to come from each institution's own entry. Some limited signals do come from the institutions' names and types. Technology and design are named directly in one university's title. Information and communications research is named in the Institute for Infocomm Research's title. Management appears in the name of the Singapore Management University. Science and technology in a general sense appear in the title of the government agency.

These names point to a research presence on this site weighted toward engineering, technology and applied science. The two large comprehensive universities lie at the centre of that presence. They are not tied by name to any single field. It would go beyond the library's holdings, however, to claim a particular national specialism or to rank Singapore against other countries in any field. The individual institution entries, reached through the links above, list the works, topics and people behind each organisation's place in the list.

Collaborations

The country listing does not show co-authorship links between these institutions or with partners abroad. One connection is visible in a name: Temasek Laboratories@NTU carries the initials of the Nanyang Technological University. Beyond that, the ways these organisations work together, and the foreign institutions they publish with, are recorded on their individual entries. They are not summarised at the national level.

What can be said is that all eight institutions share one city. Universities, research institutes, a government agency and a nonprofit laboratory are close neighbours. Researchers in such a setting can move between institutional types. Questions of joint authorship or shared projects, however, are best answered from the works on each institution's own entry.

Using this entry

This entry works mainly as a gateway. It tells a reader which Singaporean organisations have a body of work in our library, roughly how their cited output compares, and what kind of organisation each one is. For the substance of the research, including the most cited papers, the scientists who wrote them, the topics they cover and how output has changed over the years, readers should follow the links to individual institutions.

The list is also tied to the library's growth. An institution appears once its researchers have written at least two papers held here. Positions may shift as more work is added, and new organisations may join the list when they pass that threshold. The picture given here is therefore a view of Singapore's research as it currently appears among the works in our library, not a fixed or complete account of research in the country.

 Where

Agglomerations (1)

  1. Singapore8 institutions91,887 citations

 Institutions (8)

🎓 Universities (4)

🔬 Labs and research institutes (2)

🤝 Nonprofits (1)

🏛️ Government research bodies (1)

See all 8 institutions →

 People (78)

Authors with a page confirmed at its institutions, the most cited first.

See all 78 people →

 Works in our library (142)

Works of its institutions, the most cited first.

  1. MIMIC-III, a freely accessible critical care databaseAlistair E. W. Johnson, Tom Pollard, Lu Shen, et al.2016 · 8,530 citations
  2. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,375 citations
  3. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,276 citations
  4. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,107 citations
  5. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,668 citations
  6. Multitask Prompted Training Enables Zero-Shot Task GeneralizationVictor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,577 citations
  7. Unifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,545 citations
  8. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,506 citations
  9. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and EntailmentDi Jin, Zhijing Jin, Joey Tianyi Zhou, et al.2019 · 1,318 citations
  10. A Machine Learning Approach to Coreference Resolution of Noun PhrasesWee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim2001 · 1,287 citations
  11. InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningWenliang Dai, Junnan Li, Dongxu Li, et al.2023 · 1,051 citations
  12. Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,019 citations
  13. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsWenqi Fan; Yujuan Ding; Liangbo Ning; Shijie Wang; Hengyun Li; Dawei Yin; Tat-Seng Chua;, Qing Li2024 · 1,006 citations
  14. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang2018 · 990 citations
  15. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsYue Zhang, Yafu Li, Leyang Cui, et al.2023 · 962 citations
  16. Exploring Various Knowledge in Relation ExtractionGuoDong Zhou, Jian Su, Jie Zhang, et al.2005 · 937 citations
  17. MMBench: Is Your Multi-modal Model an All-around Player?Yuan Liu, Haodong Duan, Yuanhan Zhang, et al.2023 · 907 citations
  18. DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationDeepanway Ghosal, Navonil Majumder, Soujanya Poria, et al.2019 · 850 citations
  19. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 818 citations
  20. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 744 citations
  21. Crosslingual Generalization through Multitask FinetuningNiklas Muennighoff, Thomas Wang, Lintang Sutawika, et al.2022 · 692 citations
  22. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksNicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 668 citations
  23. A Neural Approach to Automated Essay ScoringKaveh Taghipour, Hwee Tou Ng2016 · 652 citations
  24. Attention Guided Graph Convolutional Networks for Relation ExtractionZhijiang Guo, Yan Zhang, Wei Lu2019 · 597 citations
  25. A Hierarchical Bayesian Language Model Based On Pitman-Yor ProcessesYee Whye Teh2006 · 571 citations

See all 142 works →

 Topics

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

 Language models & pretraining (28) Sentiment & emotion (20) Coreference resolution (19) Discourse analysis (14) Reasoning (14) Evaluation & benchmarks (12) Vision & language (11) Dialogue systems (9) Multilingual & cross-lingual NLP (7) Machine translation (6) Question answering (5) Information extraction (5) Word sense disambiguation (3) Grammatical error correction & learner language (3) Named entity recognition (2) Treebanks (2) Text generation (2) Knowledge graphs & ontologies (2) Semitic languages (2) Information retrieval & search (2) Syntax & grammar formalisms (2) Semantic parsing & meaning representation (2) Bias, fairness & safety (2) Speech act theory (1) Universal Dependencies (1) Semantic role labeling (1) Part-of-speech tagging (1) Summarization (1) Code & programming languages (1) Legal AI (1) Psycholinguistics & language acquisition (1)

 Fields

 Natural language processing (56) Linguistics & languages (52) Machine translation (11) AI & machine learning (4) Mathematics & statistics (4) Computing & GPUs (1) Law (1) Education (1)

 Works by year

20102020

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