Mengfei Lan: Reading Discussion

Topic:  Machine learning with biomedical ontologies (works from Dr. Robert Hoehndorf)
Session Lead: Mengfei Lan
Time: 2023-03-01, Wednesday, 11 am – 12 pm (CDT)
Location: Zoom

Readings:

  1. Kulmanov et al. Semantic similarity and machine learning with ontologies. Briefings in Bioinformatics, 2020. https://academic.oup.com/bib/article/22/4/bbaa199/5922325
  2. Kulmanov et al. EL Embeddings: Geometric Construction of Models for the Description Logic EL++. Proceedings of IJCAI 2019, https://www.ijcai.org/proceedings/2019/845
  3. Tang et al. FALCON: Faithful Neural Semantic Entailment over ALC Ontologies. arXiv, 2023. https://arxiv.org/abs/2208.07628