Huda Hakami

Publications

  • Huda Hakami, Mona Hakami, Angrosh Mandya and Danushka Bollegala: Learning to Borrow – Relation Represen- tation for Without-Mention Entity-Pairs for Knowledge Graph Completion, Proc. of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Seattle, USA, 2022. pdf code
  • Danushka Bollegala, Huda Hakami, Yuichi Yoshida, Ken-ichi Kawarabayashi: RelWalk - A Latent Variable Model Approach to Knowledge Base Embedding, Proc. of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL), April, 2021. pdf code
  • Huda Hakami and Danushka Bollegala: Context-guided Self-Supervised Relation Embeddings, Proc. of the 16th International Conference of the Pacific Association for Computational Linguistics (PACLING), October, 2019. pdf code
  • Wenye Chen, Huda Hakami and Danushka Bollegala: Learning to Compose Relational Embeddings in Knowledge Graphs, Proc. of the 16th International Conference of the Pacific Association for Computational Linguistics (PACLING), October, 2019. pdf code
  • Huda Hakami and Danushka Bollegala: Learning Relation Representations from Word Representations, Proc. of the Automatic Knowledge Base Construction Conference (AKBC), May, 2019. pdf
  • Huda Hakami, Kohei Hayashi and Danushka Bollegala: Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection, Proc. of the 27th International Conference on Computational Linguistics (COLING), pp. 2493-2504, 2018. pdf
  • Huda Hakami and Danushka Bollegala: Compositional approaches for Representing Relations Between Words: A Comparative Study, Knowledge-Based Systems (KBS), Vol. 136, pp. 172-182, 2017. pdf
  • Huda Hakami, Angrosh Mandya, and Danushka Bollegala: Discovering Representative Space for Relational Similarity Measurement, 15th International Conference of the Pacific Association for Computational Linguistics (PACLING), pp. 76-87, 2017. pdf
  • Huda Hakami, and Danushka Bollegala: A Classification Approach for Detecting Cross-lingual Biomedical Term Translations, Journal of Natural Language Engineering (NLE), Vol. 1, Issue 1469-8110, pp. 1-21, 2015. pdf