Prof Sophia Ananiadou

Chair in Computer Science

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Publications

  1. 2019
  2. Published

    Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs

    Christopoulou, E., Miwa, M. & Ananiadou, S., 9 Nov 2019, EMNLP-IJCNLP. 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. E-pub ahead of print

    Mapping anatomical related entities to human body parts based on wikipedia in discharge summaries

    Wang, Y., Fan, X., Chen, L., Chang, E. I., Ananiadou, S., Tsujii, J. & Xu, Y., 17 Aug 2019, In : BMC Bioinformatics. 20, 1

    Research output: Contribution to journalArticle

  4. Published

    Adverse Drug Events and Medication Relation Extraction in EHRs with Ensemble Deep Learning Methods

    Christopoulou, F., Tran, T., Sahu, S., Miwa, M. & Ananiadou, S., 7 Aug 2019, In : Journal of the American Medical Informatics Association.

    Research output: Contribution to journalArticle

  5. Published

    Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning

    Alhuzali, H. & Ananiadou, S., 1 Jul 2019, Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning. p. 339 347 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Published

    A Text Mining Pipeline Using Active and Deep Learning for Curating Information in Computational Neuroscience

    Shardlow, M., Ju, M., Li, M., O'Reilly, C., Iavarone, E., McNaught, J. & Ananiadou, S., Jul 2019, In : Neuroinformatics. 17, 3, p. 391-406 16 p.

    Research output: Contribution to journalArticle

  7. Published

    Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network

    Sahu, S., Christopoulou, E., Miwa, M. & Ananiadou, S., Jul 2019, Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network. p. 4309-4316 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Published

    An Ensemble of Neural Models for Nested Adverse Drug Events and Medication Extraction with Subwords

    Ju, M., Nguyen, N., Miwa, M. & Ananiadou, S., 14 Jun 2019, In : Journal of the American Medical Informatics Association.

    Research output: Contribution to journalArticle

  9. Published

    Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks

    Li, M., Fahlström Myrman, A., Mu, T. & Ananiadou, S., Jun 2019, Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks. p. 2873-2883 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Published

    Annotating and Detecting Phenotypic Information for Chronic Obstructive Pulmonary Disease

    Ju, M., Short, A., Thompson, P., Diar Bakerly, N., Gkoutos, G., Tsaprouni, L. & Ananiadou, S., 26 Apr 2019, In : Journal of the American Medical Informatics Association.

    Research output: Contribution to journalArticle

  11. Published

    Hypothesis, analysis and synthesis, it's all Greek to me

    Iliopoulos, I., Ananiadou, S., Danchin, A., Ioannidis, J. P., Katsikis, P. D., Ouzounis, C. A. & Promponas, V. J., 2019, In : eLife. 8

    Research output: Contribution to journalArticle

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Research output: Chapter in Book/Report/Conference proceedingConference contribution