World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
52
Citations
10190
World Ranking
5112
National Ranking
307

Research.com Recognitions

  • 2013 - ACM Senior Member

Overview

Nigel Collier is affiliated with the University of Cambridge in the United Kingdom. Their research output is concentrated largely within the field of Computer Science, with a primary focus on Artificial Intelligence. Other notable subfields in which they have contributed include Computer Vision and Pattern Recognition, Molecular Biology, Experimental and Cognitive Psychology, and Epidemiology.

The main research topics covered by Nigel Collier involve Topic Modeling, Natural Language Processing Techniques, and Multimodal Machine Learning Applications. Their work also extends to Biomedical Text Mining and Ontologies, Speech and Dialogue Systems, Semantic Web and Ontologies, and Advanced Graph Neural Networks.

Notable recent papers authored or co-authored by Nigel Collier include the following:

  • Visual Pivoting for (Unsupervised) Entity Alignment, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • On the Effectiveness of Parameter-Efficient Fine-Tuning, 2023, Proceedings of the AAAI Conference on Artificial Intelligence
  • Visually Grounded Reasoning across Languages and Cultures, 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  • Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders, 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  • A Contrastive Framework for Neural Text Generation, 2022, arXiv (Cornell University)

The frequent co-authors collaborating with Nigel Collier include Fangyu Liu, Yixuan Su, Ehsan Shareghi, Zaiqiao Meng, and Ivan Vulić.

Key venues where Nigel Collier has published extensively include:

  • arXiv (Cornell University)
  • Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  • Apollo (University of Cambridge)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Nigel Collier has been recognized as an ACM Senior Member since 2013.

Best Publications

  • Sentiment Analysis using Support Vector Machines with Diverse Information Sources

    Tony Mullen;Nigel Collier

  • Introduction to the bio-entity recognition task at JNLPBA

    Jin-Dong Kim;Tomoko Ohta;Yoshimasa Tsuruoka;Yuka Tateisi

  • Change-point detection in time-series data by relative density-ratio estimation

    Song Liu;Makoto Yamada;Nigel Collier;Masashi Sugiyama

  • Extracting the names of genes and gene products with a hidden Markov model

    Nigel Collier;Chikashi Nobata;Jun-ichi Tsujii

  • BioCaster: detecting public health rumors with a Web-based text mining system

    Nigel Collier;Son Doan;Ai Kawazoe;Reiko Matsuda Goodwin;Reiko Matsuda Goodwin

  • Self-alignment pretraining for biomedical entity representations

    Fangyu Liu;Ehsan Shareghi;Zaiqiao Meng;Marco Basaldella

  • On-line Trend Analysis with Topic Models: #twitter Trends Detection Topic Model Online

    Jey Han Lau;Nigel Collier;Timothy Baldwin

  • Global mapping of infectious disease

    Simon I. Hay;Katherine E. Battle;David M. Pigott;David L. Smith;David L. Smith

  • Use of support vector machines in extended named entity recognition

    Koichi Takeuchi;Nigel Collier

  • An Analysis of Twitter Messages in the 2011 Tohoku Earthquake

    Son Doan;Bao-Khanh Ho Vo;Nigel Collier

  • Bio-medical entity extraction using support vector machines

    Koichi Takeuchi;Nigel Collier

  • OMG U got flu? Analysis of shared health messages for bio-surveillance

    Nigel Collier;Nguyen Truong Son;Ngoc Mai Nguyen

  • SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity

    Jose Camacho-Collados;Mohammad Taher Pilehvar;Nigel Collier;Roberto Navigli

  • Automatic Term Identification and Classification in Biology Texts.

    Chikashi Nobata;Nigel Collier;Jun'ichi Tsujii.

  • A framework for enhancing spatial and temporal granularity in report-based health surveillance systems

    Hutchatai Chanlekha;Ai Kawazoe;Nigel Collier

  • Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation

    Nut Limsopatham;Nigel Collier

  • Zone analysis in biology articles as a basis for information extraction.

    Yoko Mizuta;Anna Korhonen;Tony Mullen;Nigel Collier

  • PASBio: predicate-argument structures for event extraction in molecular biology.

    Tuangthong Wattarujeekrit;Parantu K Shah;Nigel Collier

  • What’s missing in geographical parsing?

    Milan Gritta;Mohammad Taher Pilehvar;Nut Limsopatham;Nigel Collier

  • An Experiment in Integrating Sentiment Features for Tech Stock Prediction in Twitter

    Tien Thanh Vu;Shu Chang;Quang Thuy Ha;Nigel Collier

  • Bidirectional LSTM for Named Entity Recognition in Twitter Messages

    Nut Limsopatham;Nigel Collier

Frequent Co-Authors

Jun'ichi Tsujii
Jun'ichi Tsujii University of Manchester
Dietrich Rebholz-Schuhmann
Dietrich Rebholz-Schuhmann University of Cologne
Anna Korhonen
Anna Korhonen University of Cambridge
Tomoko Ohta
Tomoko Ohta University of Tokyo
Lawrence C. Madoff
Lawrence C. Madoff Massachusetts Department of Public Health
Pietro Liò
Pietro Liò University of Cambridge
Michel Dumontier
Michel Dumontier Maastricht University
Udo Hahn
Udo Hahn Friedrich Schiller University Jena
Damian Smedley
Damian Smedley Queen Mary University of London
Peter N. Robinson
Peter N. Robinson The Jackson Laboratory

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring computer science in the USA opens doors to a variety of related online degrees and career options. Students can benefit from a wide range of affordable options, including cheap online colleges that make earning a bachelor’s degree accessible without sacrificing quality.

Those interested in technology and development may also consider online engineering programs, which can provide strong technical foundations for diverse fields such as software engineering, robotics, and data analysis.

For professionals aiming to enhance leadership or business skills, pursuing an advanced business degree can be a strategic move. Online options like the online executive mba cost programs offer flexibility while maintaining affordability.

Additionally, students with interests in information management might be drawn to mlis programs. This pathway prepares graduates for roles in digital archiving, librarianship, or data curation, perfectly complementing computer science competencies.

Best Scientists Citing Nigel Collier

Trending Scientists

Recently Published Articles