Research Interests

I am interested in developing universal language tools, i.e. tools that would require little to no language-specific tuning. I am also interested in phylogenetics and typology in linguistics, and how this information can be used in the modeling of such tools. In crafting tools such as speech recognizers, morphological analyzers, and POS taggers, I have got a glimpse of how diverse and complex some languages of the world are.

Publications & Poster sessions

  • A Morphological Analyzer for Shipibo-Konibo
    R.A. Cardenas and Dan Zemman.
    Proceedings of the 15th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology, 2018. [pdf][code]
  • Siminchik: A Speech Corpus for Preservation of Southern Quechua
    R.A. Cardenas, R. Zevallos, R. Baquerizo, L. Camacho.
    Proceedings of the 2nd Workshop on Improving Social Inclusion using NLP, co-located with LREC 2018. [pdf]
  • Document modeling with external attention for sentence extraction
    S. Narayan, R.A. Cardenas, N. Papasarantopoulos, S.B. Cohen, M. Lapata, J. Yu, Y. Chang.
    Proceedings of the 56th Annual Meeting of the ACL (Long Papers), 2018. [pdf][code]
  • Improving Topic Coherence Using Entity Extraction Denoising
    R.A. Cardenas, K.S. Bello, A.R. Valle, E.R. Villota and A.M. Coronado.
    The Prague Bulletin of Mathematical Linguistics 110.1 (2018): 85-101. [pdf][code]
  • Panorama of the market demand for Mechanical Engineers in South American countries
    R.A. Cardenas, K.S. Bello, A.R. Valle, E.R. Villota and A.M. Coronado.
    Proceedings of ASME 2015 International Mechanical Engineering Congress & Exposition (IMECE 2015). [pdf]
  • Labor market demand analysis for engineering majors in Peru using Shallow Parsing and Topic Modeling.
    R.A. Cardenas, K.S. Bello and A.M. Coronado.
    Machine Learning Summer School Poster Session, Kyoto, Japan, August, 2015. [pdf, poster]
  • Peruvian labor market demand analysis for Mechanical and Electrical Engineering
    K.S.Bello, R.A.Cardenas, A.R.Valle, E.R.Villota and A.M.Coronado.
    Proceedings of XXI CONIMERA, Huancayo, Peru, August, 2015. [pdf]