Knowledge Discovery: Publications

  1. J. Preiss and M. Stevenson (2016) The Effect of Word Sense Disambiguation Accuracy on Literature Based Discovery. BMC Medical Informatics and Decision Making. (PDF)
  2. R. Roller and M. Stevenson (2015) Held-out versus Gold Standard: Comparison of Evaluation Strategies for Distantly Supervised Relation Extraction from Medline abstracts. In Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis. 97-102. (PDF)
  3. R. Roller, E. Agirre, A. Soroa and M. Stevenson (2015) Improving Distant Supervision using Inference Learning. In Proceedings of the 53rd Annual Meeting of the Association for Computational Lingusitics and the 7th International Conference on Natural Language Processing of the Asican Federation of Natural Language Processing (ACL-IJCNLP 2015). (PDF)
  4. J. Preiss, M. Stevenson and R. Gaizauskas (2015) Exploring Relation Types for Literature-based Discovery. Journal of the American Medical Informatics Association. (PDF)
  5. R. Roller and M. Stevenson (2014) Self-supervised Relation Extraction using UMLS. CLEF 2014 Conference and Labs of the Evaluation Forum.
  6. B. McInnes and M. Stevenson (2014) Determining the Difficulty of Word Sense Disambiguation. Journal of Biomedical Informatics, 47:83-90. (PDF)
  7. J. Preiss (2014) Seeking Informativeness in Literature Based Discovery. Proceedings of BioNLP. 112-119. (PDF)
  8. R. Roller and M. Stevenson (2014) Applying UMLS for Distantly Supervised Relation Detection. In Proceedings of the The Fifth International Workshop on Health Text Mining and Information Analysis, Gothenburg, Sweden. (PDF)
  9. J. Preiss and M. Stevenson (2013) DALE: A Word Sense Disambiguation System for Biomedical Documents Trained using Automatically Labeled Examples. In Proceedings of the 2013 NAACL HLT Demonstration Session, pages 1-4, Atlanta, Georgia (PDF)
  10. R. Roller and M. Stevenson (2013) Identification of Genia Events using Multiple Classifiers. In Proceedings of the BioNLP Shared Task 2013 Workshop, pages 125-129, Sofia, Bulgaria (PDF)