Research output per year
Research output per year
Personal profile
Research
My research area is natural language processing, focusing on semantic processing, with topics like multilingual processing, coreference resolution, entity linking, and Q/A systems. Semantic processing plays a fundamental role in applications such as robotics, human-machine dialogue, etc. As part of the research, together with researchers in my group, we have developed semantic processing components and infrastructure frameworks that are open-source and used by other researchers worldwide. One example is a high precision semantic parser for unrestricted text in English, Chinese, German, Swedish, and several other languages. Another example is Langforia/Docforia, a multilingual processing pipeline with a uniform visualization interface, supporting Spark-based cluster computing.
I have published over 150 research articles and supervised 7 PhD students so far (3 in France and 4 in Sweden). I teach courses in natural language processing and machine learning. Finally, I am the author of a textbook Language Processing with Perl and Prolog, Springer, now in its 2nd edition.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
UKÄ subject classification
- Language Technology (Computational Linguistics)
- Computer Science
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Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Linking Named Entities in Diderot's Encyclopédie to Wikidata
Nugues, P., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association, p. 10610-10615 6 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access -
Mapping the Past: Geographically Linking an Early 20th Century Swedish Encyclopedia with Wikidata
Ahlin, A., Myrne, A. & Nugues, P., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association, p. 11040-11048 9 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access -
Python for Natural Language Processing: Programming with NumPy, scikit-learn, Keras, and PyTorch: Third Edition
Nugues, P. M., 2024, 3 ed. Springer Science and Business Media B.V. 512 p. (Cognitive Technologies; vol. Part F3170)Research output: Book/Report › Book › Research › peer-review
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EasyNER: A Customizable Easy-to-Use Pipeline for Deep Learning- and Dictionary-based Named Entity Recognition from Medical Text
Ahmed, R., Berntsson, P., Skafte, A., Kazemi Rashed, S., Klang, M., Barvesten, A., Olde, O., Lindholm, W., Lamarca Arrizabalaga, A., Nugues, P. & Aits, S., 2023 Apr 16, arXiv.org.Research output: Working paper/Preprint › Preprint (in preprint archive)
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Object Detector Differences when Using Synthetic and Real Training Data
Ljungqvist, M. G., Nordander, O., Skans, M., Mildner, A., Liu, T. & Nugues, P., 2023, In: SN Computer Science. 4, 3, 302.Research output: Contribution to journal › Article › peer-review
Open Access
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Artificial intelligence-based text mining for COVID-19 and other areas of medicine
Aits, S. (PI), Frid, J. (Researcher), Nugues, P. (CoI), Kazemi Rashed, S. (Research student), Klang, M. (Researcher) & Berg, J. (Researcher)
Knut and Alice Wallenberg Foundation
2020/01/20 → …
Project: Research
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Biomedical text mining for systems biology
Aits, S. (Researcher), Nugues, P. (PI), Frid, J. (Researcher), Klang, M. (Researcher), Ahmed, R. (Researcher) & Kazemi Rashed, S. (Researcher)
2019/04/01 → …
Project: Research
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RSS: Robotics and Semantic Systems
Krueger, V. (Researcher), Topp, E. A. (Researcher), Malec, J. (Researcher), Haage, M. (Researcher), Mayr, M. (Researcher), Åström, H. (Researcher), Dürr, A. (Researcher), Nugues, P. (Researcher), Klang, M. (Researcher), Klöckner, M. (Researcher), Lager, M. (Researcher), Robertz, S. (Researcher), Nardi, L. (Researcher) & Nilsson, K. (Researcher)
2010/01/01 → …
Project: Network
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RobotLab LTH
Bagge Carlson, F. (Researcher), Johansson, R. (Researcher), Karlsson, M. (Researcher), Olofsson, B. (Researcher), Robertsson, A. (Researcher), Robertz, S. (Researcher), Haage, M. (Researcher), Malec, J. (Researcher), Nilsson, K. (Researcher), Nugues, P. (Researcher), Stenmark, M. (Researcher), Topp, E. A. (Researcher), Krueger, V. (Researcher), Åström, H. (Researcher), Mayr, M. (Researcher), Salt Ducaju, J. (Researcher), Nishimura, M. (Administrator), Wisbrant, J. (Project communication officer), Dürr, A. (Researcher), Mayr, M. (Researcher), Nugues, P. (Researcher), Klang, M. (Research engineer), Klöckner, M. (Researcher), Nardi, L. (Researcher), Ahmad, F. (Researcher), Oxenstierna, J. (Researcher), Rizwan, M. (Researcher), Reichenbach, C. (Researcher), Bergström, J. (Researcher), Dell'Unto, N. (Researcher), Maunsbach, L. (Researcher), Åström, K. (Researcher), Blomdell, A. (Research engineer), Magnusson, M. (Researcher), Fransson, P.-A. (Researcher), Karayiannidis, Y. (Researcher), Johansson, A. T. (Researcher), Jia, Z. (Researcher), Laban, L. (Researcher), Wingqvist, B. (Researcher), Guberina, M. (Researcher), Jena, A. (Researcher), Westin, E. (Administrator), Frick, C. (Administrator), Pisarevskiy, A. (Research engineer), Nilsson, A. (Research engineer), Reitmann, S. (Researcher), Hvarfner, C. (Researcher), Stoltenberg, P. (Researcher) & Fregnan, S. (Researcher)
1993/01/01 → …
Project: Research
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Deep Learning Applications for Biomedical Data and Natural Language Processing
Medved, D. (PI), Nugues, P. (Supervisor) & Nilsson, J. (Assistant supervisor)
2013/01/01 → 2018/09/17
Project: Dissertation