Publications
Research in NLP and machine learning.
Peer-reviewed work on word sense induction, semantic similarity, machine translation evaluation, recommender systems, and medical imaging. Citations are on Google Scholar.
2017
EACL 2017
Integrating Meaning into Quality Evaluation of Machine Translation
Baskaya O., Yildiz E., Tunaoglu D., Eren M. T., Dogruoz S.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
2016
JAIR
Semi-supervised Learning with Induced Word Senses for State of the Art Word Sense Disambiguation
Baskaya O., Jurgens D.
Journal of Artificial Intelligence Research 55 (2016) 1025–1058
2014
SemEval-2014
AI-KU: Unsupervised Co-Occurrence Modeling For Semantic Similarity
Baskaya O.
Proceedings of the 8th International Workshop on Semantic Evaluation, Dublin, Ireland
2013
SemEval-2013
AI-KU: Using Substitute Vectors and Co-Occurrence Modeling For Word Sense Induction and Disambiguation
Baskaya O., Sert E., Cirik V., Yuret D.
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation, pp. 300–306, Atlanta, Georgia, USA
2013
IEEE SIU 2013
Concordance Between Computer-based Neuroimaging Findings and Expert Assessments in Dementia Grading
Iheme L.O., Baskaya O., Sennaz A., Tepe M.S., Kandemir M., Kahraman T., Yalciner Z.B., Unal G., Unay D.
Proc. of IEEE 21st Signal Processing and Communications Applications Conference, Girne, KKTC
2012
MICCAI 2012 · NIBAD
Atrophy Measurement Biomarkers using Structural MRI for Alzheimer’s Disease
Iheme L.O., Baskaya O., Sennaz A., Tepe M.S., Kandemir M., Kahraman T., Yalciner Z.B., Unal G., Unay D.
Workshop on Novel Imaging Biomarkers for Alzheimer’s Disease and Related Disorders, 15th Int. Conf. on Medical Image Computing and Computer Assisted Intervention, Nice, France
2012
RUE @ RecSys
How Similar is Rating Similarity to Content Similarity?
Baskaya O., Aytekin T.
Workshop on Recommendation Utility Evaluation: Beyond RMSE (RUE 2011), p. 27
2012
IEEE SIU 2012
Interhemisferik Atrofi Ölçümlerinin Hemisferik Kortikal Atrofi Ölçümleri ile Karşılaştırılması
Baskaya O., Tepe M.S., Kandemir M., Kahraman T., Yalciner Z.B., Unal G., Unay D.
(Turkish) Proc. of IEEE 20th Signal Processing and Communications Applications Conference, Muğla, Turkey