BACK TO INDEX

Publications about 'Machine Learning'
Thesis
  1. Ergun Biçici. The Regression Model of Machine Translation. PhD thesis, Koç University, 2011. Note: Supervisor: Deniz Yuret. [PDF] Keyword(s): Machine Translation, Machine Learning, Artificial Intelligence, Natural Language Processing. [Abstract] [bibtex-entry]


Articles in journal, book chapters
  1. Ergun Biçici. Machine Translation Performance Prediction System: Optimal Prediction for Optimal Translation. Springer Nature Computer Science, 3, 2022. ISSN: 2661-8907. [doi:10.1007/s42979-022-01183-0] Keyword(s): Machine Learning, Machine Translation. [Abstract] [bibtex-entry]


  2. Ergun Biçici. Domain Adaptation for Machine Translation with Instance Selection. The Prague Bulletin of Mathematical Linguistics, 103:5-20, 2015. ISSN: 1804-0462. [doi:10.1515/pralin-2015-0001] Keyword(s): Machine Translation, Machine Learning, Domain Adaptation. [Abstract] [bibtex-entry]


  3. Ergun Biçici and Lucia Specia. QuEst for High Quality Machine Translation. The Prague Bulletin of Mathematical Linguistics, 103:43-64, 2015. ISSN: 1804-0462. [doi:10.1515/pralin-2015-0003] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  4. Ergun Biçici and Deniz Yuret. Optimizing Instance Selection for Statistical Machine Translation with Feature Decay Algorithms. IEEE/ACM Transactions On Audio, Speech, and Language Processing (TASLP), 23:339-350, 2015. [doi:10.1109/TASLP.2014.2381882] Keyword(s): Machine Translation, Machine Learning, Artificial Intelligence, Natural Language Processing. [Abstract] [bibtex-entry]


  5. Ergun Biçici, Declan Groves, and Josef van Genabith. Predicting Sentence Translation Quality Using Extrinsic and Language Independent Features. Machine Translation, 27(3-4):171-192, 2013. ISSN: 0922-6567. [doi:10.1007/s10590-013-9138-4] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  6. Ergun Biçici and Deniz Yuret. Locally Scaled Density Based Clustering. Lecture Notes in Computer Science, 4431:739-748, 2007. Note: Presentation
    LSDBC README
    LSDBC Linux Executable (For academic and research purposes)
    LSDBC Linux Executable (no noise detection) (For academic and research purposes). ISBN: 978-3-540-71589-4. [PDF] Keyword(s): Machine Learning. [Abstract] [bibtex-entry]


Conference articles
  1. Ergun Biçici. RTM Super Learner Results at Quality Estimation Task. In Proc. of the Sixth Conf. on Machine Translation (WMT21), Online, 11 2021. Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  2. Ergun Biçici. RTM Ensemble Learning Results at Quality Estimation Task. In Proc. of the Fifth Conf. on Machine Translation (WMT20), Online, 11 2020. [WWW] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  3. Ergun Biçici. RTM Stacking Results for Machine Translation Performance Prediction. In Proc. of the Fourth Conf. on Machine Translation (WMT19), Florence, Italy, 8 2019. [doi:10.18653/v1/W19-5405] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  4. Ergun Biçici. RTM results for Predicting Translation Performance. In Proc. of the Third Conf. on Machine Translation (WMT18), Brussels, Belgium, pages 765-769, 10 2018. [WWW] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  5. Ergun Biçici. Predicting Translation Performance with Referential Translation Machines. In Proc. of the Second Conf. on Machine Translation (WMT17), Copenhagen, Denmark, pages 540-544, 9 2017. [WWW] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  6. Ergun Biçici. ParFDA for Instance Selection for Statistical Machine Translation. In Proc. of the First Conf. on Machine Translation (WMT16), Berlin, Germany, pages 252-258, 8 2016. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning, Language Modeling. [Abstract] [bibtex-entry]


  7. Ergun Biçici. RTM at SemEval-2016 Task 1: Predicting Semantic Similarity with Referential Translation Machines and Related Statistics. In SemEval-2016: Semantic Evaluation Exercises - Inter. Workshop on Semantic Evaluation, San Diego, CA, USA, pages 758-764, 6 2016. [WWW] Keyword(s): Machine Translation, Machine Learning, Performance Prediction, Semantic Similarity. [Abstract] [bibtex-entry]


  8. Ergun Biçici. Referential Translation Machines for Predicting Translation Performance. In Proc. of the First Conf. on Machine Translation (WMT16), Berlin, Germany, pages 777-781, 8 2016. [WWW] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  9. Ergun Biçici. RTM-DCU: Predicting Semantic Similarity with Referential Translation Machines. In SemEval-2015: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, Denver, CO, USA, pages 56-63, 6 2015. [WWW] Keyword(s): Machine Translation, Machine Learning, Performance Prediction, Semantic Similarity. [Abstract] [bibtex-entry]


  10. Ergun Biçici, Qun Liu, and Andy Way. ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics. In Tenth Workshop on Statistical Machine Translation, Lisbon, Portugal, pages 74-78, 9 2015. [WWW] Keyword(s): Machine Translation, Machine Learning, Language Modeling. [Abstract] [bibtex-entry]


  11. Ergun Biçici, Qun Liu, and Andy Way. Referential Translation Machines for Predicting Translation Quality and Related Statistics. In Tenth Workshop on Statistical Machine Translation, Lisbon, Portugal, pages 304-308, 9 2015. [WWW] Keyword(s): Machine Translation, Machine Learning, Performance Prediction. [Abstract] [bibtex-entry]


  12. Ergun Biçici, Qun Liu, and Andy Way. Parallel FDA5 for Fast Deployment of Accurate Statistical Machine Translation Systems. In Ninth Workshop on Statistical Machine Translation, Baltimore, MD, USA, pages 59-65, 6 2014. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning, Language Modeling. [Abstract] [bibtex-entry]


  13. Ergun Biçici and Andy Way. RTM-DCU: Referential Translation Machines for Semantic Similarity. In SemEval-2014: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, Dublin, Ireland, pages 487-496, 8 2014. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning, Performance Prediction, Semantic Similarity. [Abstract] [bibtex-entry]


  14. Ergun Biçici and Andy Way. Referential Translation Machines for Predicting Translation Quality. In Ninth Workshop on Statistical Machine Translation, Baltimore, MD, USA, pages 313-321, 6 2014. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning, Performance Prediction, Natural Language Processing. [Abstract] [bibtex-entry]


  15. Ergun Biçici. Feature Decay Algorithms for Fast Deployment of Accurate Statistical Machine Translation Systems. In Eighth Workshop on Statistical Machine Translation, Sofia, Bulgaria, pages 78-84, 8 2013. [PDF] Keyword(s): Machine Translation, Machine Learning, Language Modeling. [Abstract] [bibtex-entry]


  16. Ergun Biçici. Referential Translation Machines for Quality Estimation. In Eighth Workshop on Statistical Machine Translation, Sofia, Bulgaria, pages 343-351, 8 2013. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning, Performance Prediction, Natural Language Processing. [Abstract] [bibtex-entry]


  17. Ergun Biçici and Josef van Genabith. CNGL-CORE: Referential Translation Machines for Measuring Semantic Similarity. In *SEM 2013: The Second Joint Conf. on Lexical and Computational Semantics, Atlanta, GA, USA, pages 234-240, 6 2013. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning, Performance Prediction, Natural Language Processing, Artificial Intelligence. [Abstract] [bibtex-entry]


  18. Ergun Biçici and Josef van Genabith. CNGL: Grading Student Answers by Acts of Translation. In SemEval-2013: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, Atlanta, GA, USA, pages 585-591, 6 2013. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning, Performance Prediction, Natural Language Processing. [Abstract] [bibtex-entry]


  19. Ergun Biçici and Deniz Yuret. Instance Selection for Machine Translation using Feature Decay Algorithms. In Sixth Workshop on Statistical Machine Translation, Edinburgh, Scotland, pages 272-283, 7 2011. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning. [Abstract] [bibtex-entry]


  20. Ergun Biçici and Deniz Yuret. RegMT System for Machine Translation, System Combination, and Evaluation. In Sixth Workshop on Statistical Machine Translation, Edinburgh, Scotland, pages 323-329, 7 2011. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning. [Abstract] [bibtex-entry]


  21. Ergun Biçici and S. Serdar Kozat. Adaptive Model Weighting and Transductive Regression for Predicting Best System Combinations. In ACL 2010 Joint Fifth Workshop on Statistical Machine Translation and Metrics MATR, Uppsala, Sweden, 7 2010. [PDF] [PDF] [POSTSCRIPT] Keyword(s): Machine Translation, Machine Learning. [Abstract] [bibtex-entry]


  22. Ergun Biçici and Deniz Yuret. L1 Regularization for Learning Word Alignments in Sparse Feature Matrices. In Computer Science Student Workshop, CSW'10, Koc University, Istinye Campus, Istanbul, Turkey, 2 2010. [WWW] [PDF] Keyword(s): Machine Translation, Machine Learning. [Abstract] [bibtex-entry]


  23. Ergun Biçici and Deniz Yuret. L1 Regularized Regression for Reranking and System Combination in Machine Translation. In ACL 2010 Joint Fifth Workshop on Statistical Machine Translation and Metrics MATR, Uppsala, Sweden, 7 2010. [PDF] [PDF] [POSTSCRIPT] Keyword(s): Machine Translation, Machine Learning. [Abstract] [bibtex-entry]


  24. Ergun Biçici. Relational Learning from Drug Adverse Events Reports. In North Carolina Symposium on Biotechnology & Bioinformatics, IEEE Tech4Life, 2004. Note: Presentation. [PDF] Keyword(s): Inductive Logic Programming, Machine Learning. [Abstract] [bibtex-entry]



BACK TO INDEX



Disclaimer:

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All person copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Les documents contenus dans ces répertoires sont rendus disponibles par les auteurs qui y ont contribué en vue d'assurer la diffusion à temps de travaux savants et techniques sur une base non-commerciale. Les droits de copie et autres droits sont gardés par les auteurs et par les détenteurs du copyright, en dépit du fait qu'ils présentent ici leurs travaux sous forme électronique. Les personnes copiant ces informations doivent adhérer aux termes et contraintes couverts par le copyright de chaque auteur. Ces travaux ne peuvent pas être rendus disponibles ailleurs sans la permission explicite du détenteur du copyright.



Last modified: Sun Feb 5 17:37:19 2023
Author: ebicici.

This document was translated from BibTEX by bibtex2html