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Publications of Ergun Biçici
Books and proceedings
  1. Ergun Biçici. The Regression Model of Machine Translation: Learning, Instance Selection, Decoding, and Evaluation. LAP LAMBERT Academic Publishing, 2011. ISBN: 3846507490. [WWW] [bibtex-entry]


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. Parallel Feature Weight Decay Algorithms for Fast Development of Machine Translation Models. Machine Translation, 35:239–-263, 2021. ISSN: 0922-6567. [doi:10.1007/s10590-021-09275-z] Keyword(s): Machine Translation, Natural Language Processing. [Abstract] [bibtex-entry]


  3. Ergun Biçici. Predicting the Performance of Parsing with Referential Translation Machines. The Prague Bulletin of Mathematical Linguistics, 106:31-44, 2016. ISSN: 1804-0462. [doi:10.1515/pralin-2016-0010] Keyword(s): referential translation machines, machine translation. [Abstract] [bibtex-entry]


  4. 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]


  5. 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]


  6. Ergun Biçici and Andy Way. Referential translation machines for predicting semantic similarity. Language Resources and Evaluation, pp 1-27, 2015. ISSN: 1574-020X. [doi:10.1007/s10579-015-9322-7] Keyword(s): Referential translation machine, RTM, Semantic similarity, Machine translation, Performance prediction, Machine translation performance prediction. [Abstract] [bibtex-entry]


  7. 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]


  8. 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]


  9. Kashif Shah, Eleftherios Avramidis, Ergun Biçici, and Lucia Specia. QuEst - Design, Implementation and Extensions of a Framework for Machine Translation Quality Estimation. The Prague Bulletin of Mathematical Linguistics, 100:19-30, 2013. [doi:10.2478/pralin-2013-0008] [bibtex-entry]


  10. Ergun Biçici. Consensus Ontologies in Socially Interacting MultiAgent Systems. Multiagent and Grid Systems - An International Journal of Cloud Computing, 4(3):297-314, 2008. [WWW] [PDF] Keyword(s): Consensus Ontology. [Abstract] [bibtex-entry]


  11. Ergun Biçici. Context-Based Sentence Alignment in Parallel Corpora. Lecture Notes in Computer Science, 4919:434-444, 2008. Note: 9th International Conf. on Intelligent Text Processing and Computational Linguistics (CICLing 2008). ISBN: 978-3-540-78135-6. [WWW] [PDF] [doi:10.1007/978-3-540-78135-6_37] Keyword(s): Artificial Intelligence, Machine Translation. [Abstract] [bibtex-entry]


  12. Ergun Biçici and Marc Dymetman. Dynamic Translation Memory: Using Statistical Machine Translation to improve Translation Memory Fuzzy Matches. Lecture Notes in Computer Science, 4919:454-465, 2008. Note: 9th International Conf. on Intelligent Text Processing and Computational Linguistics (CICLing 2008). ISBN: 978-3-540-78135-6. [WWW] [PDF] [doi:10.1007/978-3-540-78135-6_39] Keyword(s): Artificial Intelligence, Machine Translation, Natural Language Processing. [Abstract] [bibtex-entry]


  13. Ergun Biçici. Local Context Selection for Aligning Sentences in Parallel Corpora. Lecture Notes in Artificial Intelligence, 4635:82-93, 2007. Note: 6th International and Interdisciplinary Conf. on Modeling and Using Context (CONTEXT 2007). [PDF] Keyword(s): Artificial Intelligence, Machine Translation. [Abstract] [bibtex-entry]


  14. 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]


  15. Ergun Biçici. Prolegomenon to Commonsense Reasoning in User Interfaces. ACM Crossroads, 9(1), 2002. [WWW] [PDF] Keyword(s): Artificial Intelligence. [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. Machine Translation with parfda, Moses, kenlm, nplm, and PRO. In Proc. of the Fourth Conf. on Machine Translation (WMT19), Florence, Italy, pages 122-128, 8 2019. [PDF] [doi:10.18653/v1/W19-5306] Keyword(s): Machine Translation. [Abstract] [bibtex-entry]


  4. 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]


  5. 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]


  6. Ergun Biçici. Robust parfda Statistical Machine Translation Results. In Proc. of the Third Conf. on Machine Translation (WMT18), Brussels, Belgium, pages 345-354, 10 2018. [WWW] Keyword(s): Machine Translation. [Abstract] [bibtex-entry]


  7. Ergun Biçici. Enerji Harcamalarını Azaltmak için Bulut Monitorü (A Cloud Monitor for Reducing Energy Consumption). In First Symposium on Cloud Computing and Big Data (B3S17), Antalya, Turkey, pages 117-122, 10 2017. TÃœBITAK. [WWW] [bibtex-entry]


  8. 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]


  9. Ergun Biçici. RTM at SemEval-2017 Task 1: Referential Translation Machines for Predicting Semantic Similarity. In 11th International Workshop on Semantic Evaluation (SemEval-2017), Vancouver, Canada, pages 194-198, 8 2017. [PDF] [Abstract] [bibtex-entry]


  10. 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]


  11. 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]


  12. 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]


  13. 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]


  14. 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]


  15. 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]


  16. Antonio Toral, Xiaofeng Wu, Tommi Pirinen, Zhengwei Qiu, Ergun Bicici, and Jinhua Du. Dublin City University at the TweetMT 2015 Shared Task. In La Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), Alicante, Spain, pages 33-39, 2015. [bibtex-entry]


  17. 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]


  18. 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]


  19. 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]


  20. 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]


  21. 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]


  22. 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]


  23. 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]


  24. 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]


  25. 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]


  26. 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]


  27. Deniz Yuret and Ergun Biçici. Modeling Morphologically Rich Languages Using Split Words and Unstructured Dependencies. In ACL-IJCNLP 2009 Conf. Short Papers, Suntec, Singapore, pages 345-348, 8 2009. [WWW] [PDF] [POSTSCRIPT] Keyword(s): Language Modeling. [Abstract] [bibtex-entry]


  28. Ergun Biçici. Consensus Ontology Generation in a Socially Interacting MultiAgent System. In 30th Annual International Computer Software and Applications Conf. (COMPSAC'06), Chicago, IL, USA, pages 279-284, 9 2006. IEEE Computer Society. Note: Presentation. [PDF] [doi:10.1109/COMPSAC.2006.126] Keyword(s): Consensus Ontology. [Abstract] [bibtex-entry]


  29. Ergun Biçici. Generating Consensus Ontologies among Socially Interacting Agents. In International Workshop on Agents and Multiagent Systems, from Theory to Application (AMTA 2006), Québec City, Canada, 6 2006. [PDF] Keyword(s): Consensus Ontology. [Abstract] [bibtex-entry]


  30. Ergun Biçici and Deniz Yuret. Clustering Word Pairs to Answer Analogy Questions. In Fifteenth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN '06), Akyaka, Mugla, pages 277-284, 6 2006. Note: Presentation. [PDF] Keyword(s): Natural Language Processing. [Abstract] [bibtex-entry]


  31. 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]


Internal reports
  1. Ergun Biçici. Formal Consensus. Research Note, 2005. Note: Technical Report. Keyword(s): Consensus Ontology. [bibtex-entry]


  2. Ergun Biçici and Robert St. Amant. Reasoning About the Functionality of Tools and Physical Artifacts. Technical report TR-2003-22, North Carolina State University, 2003. Note: Presentation. [PDF] Keyword(s): Artificial Intelligence. [Abstract] [bibtex-entry]


  3. Ergun Biçici and Baris Arslan. Corpus Annotation Tool for Turkish Language. Technical report, Bilkent University, 2000. Note: Senior Project under the supervision of Kemal Oflazer. Keyword(s): Natural Language Processing. [bibtex-entry]


Patents, standards
  1. Ergun Biçici. ITERPE: Identifying Translation Errors Regardless of Prediction Errors. Invention Disclosure, 2014. Note: Invention Disclosure, DCU Invent Innovation and Enterprise: www.dcu.ie/invent/. [bibtex-entry]


  2. Ergun Biçici. Referential Translation Machines. Invention Disclosure, 2013. Note: Invention Disclosure, DCU Invent Innovation and Enterprise: www.dcu.ie/invent/. [bibtex-entry]


  3. Ergun Biçici. Machine Translation Performance Predictor. Invention Disclosure, 2012. Note: Invention Disclosure, DCU Invent Innovation and Enterprise: www.dcu.ie/invent/. [bibtex-entry]


  4. Ergun Biçici and Marc Dymetman. Dynamic translation memory using statistical machine translation. US Patent 8,244,519, 2008. [bibtex-entry]


Miscellaneous
  1. Sameer Rajyaguru, Ergun Biçici, and Robert St. Amant. Intelligent User Interface Tools. Note: MSc Work, 2003. [PDF] Keyword(s): Artificial Intelligence. [Abstract] [bibtex-entry]



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

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