@article{gorelovDuboue2024,
author = {Gorelov, Zor and Duboue, Pablo},
title= "Banks must address bias in large language models",
journal="American Banker",
year=2024,
month=Jun,
url="https://www.americanbanker.com/opinion/banks-must-address-bias-in-large-language-models"
}

@inbook{duboue2022feature,
author="Duboue, Pablo",
editor="Egger, Roman",
title="Feature Engineering",
bookTitle="Applied Data Science in Tourism: Interdisciplinary Approaches, Methodologies, and Applications",
year="2022",
publisher="Springer International Publishing",
address="Cham",
pages="109--127",
isbn="978-3-030-88389-8",
doi="10.1007/978-3-030-88389-8_7",
url="http://www.datascience-in-tourism.com/?page_id=308"
}

@book{duboue2020art,
  title={The Art of Feature Engineering: Essentials for Machine Learning},
  author={Duboue, Pablo},
  year={2020},
  month={June},
  isbn={978-1108709385},
  publisher={Cambridge University Press},
  url={http://artoffeatureengineering.com}
}

@inproceedings{ duboue2019dialect,
  title={Impact of Spanish Dialect in Deep Learning Next Sentence Predictors},
  author={Duboue, Pablo Ariel},
  booktitle={Conferencia Latinoamericana de Informatica (CLEI)},
  address = {Panama City, Panama},
  year={2019},
  url={http://duboue.net/papers/CLEI2019dialect.pdf}
}

@inproceedings{ying-duboue-2019-rationale,
    title = "Rationale Classification for Educational Trading Platforms",
    author = {Ying, Annie  and  Duboue, Pablo},
    booktitle = "Proceedings of the First Workshop on Financial Technology and Natural Language Processing",
    month = {August},
    year = "2019",
    address = "Macao, China",
    url = "https://www.aclweb.org/anthology/W19-5503",
    pages = "14--20"
}


@article{Duboue_2019,
  title={Deobfuscating Name Scrambling as a Natural Language Generation Task},
  volume={18},
  url={https://publicaciones.sadio.org.ar/index.php/EJS/article/view/85},
  number={1},
  journal={Electronic Journal of SADIO (EJS)},
  author={Duboue, Pablo},
  year={2019},
  month=Mar,
  pages={26-42}
}                  

@inproceedings{duboue2018choice,
  title={Deobfuscating Name Scrambling as a Natural Language Generation Task},
  author={Duboue, Pablo Ariel},
  booktitle={Argentinian Symposium on Artificial Intelligence (ASAI)},
  address = {Buenos Aires, Argentina},
  year={2018},
  url={http://duboue.net/papers/ASAI2018choice.pdf}
}

@inproceedings{barsotti2017predicting,
  title={Predicting invariant nodes in large scale semantic knowledge graphs},
  author={Barsotti, Damian and Dominguez, Martin Ariel and Duboue, Pablo Ariel},
  booktitle={Annual International Symposium on Information Management and Big Data},
  pages={48--60},
  year={2017},
  organization={Springer, Cham},
  url={http://ceur-ws.org/Vol-2029/paper4.pdf}
}

@InProceedings{duboue2016automatic,
  author = 	"Duboue, Pablo",
  title = 	"Automatic Reports from Spreadsheets: Data Analysis for the Rest of Us",
  booktitle = 	"Proceedings of the 9th International Natural Language Generation conference",
  year = 	"2016",
  publisher = 	"Association for Computational Linguistics",
  pages = 	"244--245",
  location = 	"Edinburgh, UK",
  url = 	"http://aclweb.org/anthology/W16-6641"
}
#  doi = 	"10.18653/v1/W16-6641",

@inproceedings{duboue2016robustness,
  title={On the Robustness of Standalone Referring Expression Generation Algorithms Using RDF Data},
  author={Duboue, Pablo Ariel and Dom{\i}nguez, Martin Ariel and Estrella, Paula},
  booktitle={WebNLG 2016},
  address = {Edinburgh, UK},
  pages={17},
  year={2016},
  url={http://www.aclweb.org/old_anthology/W/W16/W16-35.pdf#page=25}
}

@Inbook{ DuboueDominguez2016,
author="Duboue, Pablo Ariel and Dom{\'i}nguez, Martin Ariel",
title="Using Robustness to Learn to Order Semantic Properties in Referring Expression Generation",
bookTitle="Advances in Artificial Intelligence - IBERAMIA 2016: 15th Ibero-American Conference on AI, San Jos{\'e}, Costa Rica, November 23-25, 2016, Proceedings",
year="2016",
publisher="Springer International Publishing",
address="Cham",
pages="163--174",
}
#editor="Montes y G{\'o}mez, Manuel and Escalante, Hugo Jair and Segura, Alberto and Murillo, Juan de Dios",
#isbn="978-3-319-47955-2",
# doi="10.1007/978-3-319-47955-2_14",
# url="http://dx.doi.org/10.1007/978-3-319-47955-2_14"

@incollection{ Duboue_al:2015,
year={2015},
booktitle={Proceedings of MICAI 2015},
title={Evaluating Robustness of Referring Expression Generation Algorithms},
publisher={IEEE CPS},
author={Duboue, Pablo Ariel and Dominguez, Martin Ariel and Estrella, Paula}
}
# url = {http://dx.doi.org/10.1109/MICAI.2015.10}
# isbn={978-1-5090-0322-8}

@incollection{ BressaneNeto_al:2014,
year={2014},
booktitle={Advances in Artificial Intelligence},
volume={8436},
series={Lecture Notes in Computer Science},
editor={Sokolova, Marina and Beek, Peter},
title={Filtering Personal Queries from Mixed-Use Query Logs},
publisher={Springer International Publishing},
author={Bressane Neto, Ary Fagundes and Desaulniers, Philippe and Duboue, Pablo Ariel and Smirnov, Alexis},
pages={47-58}
}
# url={http://dx.doi.org/10.1007/978-3-319-06483-3_5},

@inproceedings{ Duboue_al:2013,
  title={Hunter Gatherer: UdeM at 1Click-2},
  author={Duboue, Pablo and He, Jing and Nie, Jian-Yun},
  journal={Proc. of the 10th NTCIR Conference},
  pages={233--236},
  year={2013},
  url={http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings10/pdf/NTCIR/1CLICK/05-NTCIR10-1CLICK-PabloD.pdf}
}

@InProceedings{duboue:2013:ENLG1,
  author    = {Duboue, Pablo},
  title     = {On the Feasibility of Automatically Describing n-dimensional Objects},
  booktitle = {Proceedings of the 14th European Workshop on Natural Language Generation},
  month     = {August},
  year      = {2013},
  address   = {Sofia, Bulgaria},
  publisher = {Association for Computational Linguistics},
  pages     = {172--177},
  url       = {http://aclweb.org/anthology/W/W13/W13-2123.pdf}
}


@InProceedings{duboue:2013:ENLG2,
  author    = {Duboue, Pablo},
  title     = {Thoughtland: Natural Language Descriptions for Machine Learning n-dimensional Error Functions},
  booktitle = {Proceedings of the 14th European Workshop on Natural Language Generation},
  month     = {August},
  year      = {2013},
  address   = {Sofia, Bulgaria},
  publisher = {Association for Computational Linguistics},
  pages     = {200--201},
  url       = {http://aclweb.org/anthology/W/W13/W13-2129.pdf}
}

@inproceedings{ Jing_al:12,
  author    = {He, Jing and Duboue, Pablo and Nie,  Jian-Yun},
  title     = {Bridging the Gap between Intrinsic and Perceived Relevance in Snippet Generation},
  booktitle = {COLING 2012, 24th International Conference on Computational
               Linguistics, Proceedings of the Conference: Technical Papers},
  month     = {December},
  address   = {Mumbai, India},
  year      = {2012},
  pages     = {1129-1146},
  url       = {http://aclweb.org/anthology/C/C12/C12-1069.pdf},
}

@Article{ Gondek_al:12,
  author = 	 {Gondek, D. C. and Lally, A. and Kalyanpur, A. and Murdock, J. W. and Duboue, P. A. and Zhang, L. and Pan, Y. and Qiu, Z. M. and Welty, C.},
  title = 	 {A framework for merging and ranking of answers in {D}eep{QA}},
  journal = 	 {IBM Journal of Research and Development},
  year = 	 {2012},
  volume = 	 {56},
  number = 	 {3.4},
  pages = 	 {14:1 -- 14:12},
  note = 	 {Digital Object Identifier: 10.1147/JRD.2012.2188760}
}

@InProceedings{ Pacheco_al:12,
  author    = {Pacheco, Fabian  and  Duboue, Pablo  and  Dominguez, Martin},
  title     = {On The Feasibility of Open Domain Referring Expression Generation Using Large Scale Folksonomies},
  booktitle = {Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
  month     = {June},
  year      = {2012},
  address   = {Montr\'{e}al, Canada},
  publisher = {Association for Computational Linguistics},
  pages     = {641--645},
  url       = {http://www.aclweb.org/anthology/N12-1082}
}

@InProceedings{ Duboue:12,
  title = {Extractive email thread summarization: Can we do better than He Said She Said?},
  author = "Pablo A. Duboue",
  location = "Starved Rock, IL",
  booktitle = "7th International Conference on Natural Language Generation",
  month = "June",
  year = "2012",
  url = "http://duboue.net/papers/INLG2012duboue.pdf"
}

@InProceedings{ Racca_al:11,
  title = {The {GIVE}-2.5 {C} Generation System},
  author = "David Nicolas Racca and Luciana Benotti and Pablo A. Duboue",
  location = "Nancy, France",
  booktitle = "13th {E}uropean Workshop on Natural Language Generation",
  month = "September",
  year = "2011",
  url = "http://duboue.net/papers/GIVE-2.5_C-System.pdf"
}

@TechReport{ Ferrucci_al:08,
	title = "Towards the Open Advancement of Question Answering Systems",
	author = "David Ferrucci and Eric Nyberg and James Allen and Ken Barker and Eric W. Brown and Jennifer Chu-Carroll and Arthur Ciccolo and Pablo A. Duboue and James Fan and David Gondek and Edward Hovy and Boris Katz and Adam Lally and Michael McCord and Paul Morarescu and J. William Murdock and Bruce Porter and John M. Prager and Tomek Strzalkowski and Christopher Welty and Wlodek Zadrozny",
	institution = "IBM Research",
	address = "Hawhtorne, NY",
	number = "RC24789",
	year = "2008",
	url = "http://domino.watson.ibm.com/library/CyberDig.nsf/papers/D12791EAA13BB952852575A1004A055C/$File/rc24789.pdf"
}

@InProceedings{ Chu-Carroll_al:07,
	title = "{IBM} in {TREC} 2006 Enterprise Track",
	booktitle = "Proceedings of the 15th Text Retrieval Conference ({TREC}-15)",
	author = "Jennifer Chu-Carroll and Guillermo Averboch and Pablo A. Duboue and David Gondek and J. William Murdock and John M. Prager and Paul Hoffmann and Janyce Weibe",
	location = "Gaithersburg, MD",
	month = "March",
	year = "2007",
	url = "http://trec.nist.gov/pubs/trec15/papers/ibm-watson.ent.final.pdf"
}

@InProceedings{ Chu-Carroll_al:06a,
	title = "{IBM}'s {PIQUANT II} in {TREC2005}",
	booktitle = "Proceedings of the 14th Text Retrieval Conference (TREC-14)",
	author = "Jennifer Chu-Carroll and Krystoff Czuba and Pablo A. Duboue and John M. Prager",
	location = "Gaithersburg, MD",
	month = "March",
	year = "2006",
	url = "http://trec.nist.gov/pubs/trec14/papers/ibm.tjwatson.qa.prager.pdf"
}

@InProceedings{ Duboue_Chu-Carrol:06,
	title = "Answering the question you wish they had asked: The impact of paraphrasing for Question Answering",
	booktitle = "HLT-NAACL Short Papers",
	author = "Pablo A. Duboue and Jennifer Chu-Carroll",
	address = "New York, NY",
	year = "2006",
	url = "http://www.aclweb.org/anthology/N/N06/N06-2009.pdf"
}

@InProceedings{ Chu-Carroll_al:06b,
	title = "Semantic Search via {XML} Fragments: A High-Precion Approach to {IR}",
	booktitle = "Proceedings of the Annual ACM Conference on Research and Development in Information Retrieval (SIGIR)",
	author = "Jennifer Chu-Carroll and John M. Prager and Krystoff Czuba and David Ferrucci and Pablo A. Duboue",
	location = "Seattle, WA",
	year = "2006"
}

@InProceedings{ Prager_al:06,
	title = "Improving {QA} Accuracy by Question Inversion",
	booktitle = "Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL)",
	author = "John M. Prager and Pablo A. Duboue and Jennifer Chu-Carroll",
	location = "Sydney, Australia",
	year = "2006",
	url = "http://www.aclweb.org/anthology/P/P06/P06-1135.pdf"
}

@PhDThesis{ Duboue:05,
	title = "Indirect Supervised Learning of Strategic Generation Logic",
	author = "Pablo A. Duboue",
	school = "Computer Science Dept., Columbia University",
	address = "New York, NY",
	month = "June",
	year = "2005",
	url = "http://duboue.net/papers/thesis/"
}

@Article{ Estrella_Duboue:05,
	title = "Experiments on Language Normalization for Spanish to English Machine Translation",
	author = "Paula Estrella and Pablo A. Duboue",
	journal = "Revista Iberoamericana de Inteligencia Artificial",
	volume = 9,
	number = 26,
	pages = {23--37},
	url = "http://duboue.net/papers/451-449-1-PB.pdf",
	year = "2005"
}

@InProceedings{ Duboue:04,
	title = "Indirect Supervised Learning of Content Selection Rules",
	booktitle = "International Natural Language Generation Conference (INLG)",
	author = "Pablo A. Duboue",
	location = "New Forest, UK",
	year = "2004",
	url = "http://duboue.net/papers/INLG2004indirect.pdf"
}

@Article{ Rzhetsky_al:04,
	title = "{G}ene{W}ays: A System for Extracting, Analyzing, Visualizing, and Integrating Molecular Pathway Data",
	author = "Andrey Rzhetsky and Ivan Iossifov and T. Koike and Michel Krauthammer and Pauline Kra and M. Morris and Hong Yu and Pablo A. Duboue and W. Weng and J. Wilbur and Vasileios Hatzivassiloglou and Carol Friedman",
	journal = "Biomedical Informatics",
	volume = "37",
	number = "1",
	month = {February},
	year = "2004"
}

@InProceedings{ Estrella_Duboue:04,
	title = "Experiments on Language Normalization for Spanish to English Machine Translation",
	author = "Paula Estrella and Pablo A. Duboue",
	booktitle = "Proceedings of the Argentine Symposium on Artificial Intelligence (ASAI)",
	location = "Cordoba, Argentina",
	year = "2004",
	url = "http://duboue.net/papers/ASAI04normalization.pdf"
}

@InProceedings{ Costa_Duboue:04,
	title = "Distributed Ontological Encoding Through Symbol Recirculation",
	booktitle = "Proceedings of the Argentine Symposium on Artificial Intelligence (ASAI)",
	author = "Maria Jimena Costa and Pablo A. Duboue",
	location = "Cordoba, Argentina",
	year = "2004",
	url = "http://duboue.net/papers/ASAI04distributed.pdf"
}

@InProceedings{ Duboue_al:03,
	author = "Pablo A. Duboue and Kathleen R. McKeown and Vasileios Hatzivassiloglou",
	title = "{P}ro{G}en{IE}: Biographical descriptions for Intelligence Analysis",
	booktitle = "Proceedings of the NSF/NIJ Symposium on Intelligence and Security Informatics",
	year = "2003",
	volume = "2665",
	pages = "343--345",
	series = "Lecture Notes in Computer Science",
	address = "Tucson, Arizona",
	month = "June",
	publisher = "Springer-Verlag",
	url = "http://duboue.net/papers/ISI2003biographies.pdf"
}

@InProceedings{ Duboue_McKeown:03a,
	author = "Pablo A. Duboue and Kathleen R. McKeown",
	title = "Statistical Acquisition of Content Selection Rules for Natural Language Generation",
	booktitle = "2003 Conference on Empirical Methods for Natural Language Processing ({EMNLP} 2003)",
	year = "2003",
	month = {July},
	address = "Sapporo, Japan",
	url = "http://www.aclweb.org/anthology/W/W03/W03-1016.pdf"
}

@TechReport{ Duboue_McKeown:03b,
	author = "Pablo A. Duboue and Kathleen R. McKeown",
	title = "Statistical Acquisition of Content Selection Rules for Natural Language Generation",
	institution = "Columbia University, Computer Science Department",
	year = "2003",
	key = "CU-CS-015-03",
	month = {June},
	url = "http://www.cs.columbia.edu/techreports/cucs-015-03.pdf"
}

@InProceedings{ Pradhan_al:03,
	title = "Building a Foundation System for Producing Short Answers to Factual Questions",
	booktitle = "Proceedings of the 11th Text Retrieval Conference (TREC-11)",
	author = "Sameer Pradhan and Gabriel Illouz and Sasha Blair-Goldensohn and Andrew Schlaikjer and Valerie Krugler and Elena Filatova and Pablo A. Duboue and Hong Yu and Rebecca Passonneau and Steven Bethard and Vasileios Hatzivassiloglou and Wayne Ward and Dan Jurafsky and Kathleen R. McKeown and James H. Martin",
	address = "Gaithersburg, MD",
	month = "March",
	year = "2003",
        url = "http://trec.nist.gov/pubs/trec11/papers/ucolorado.pradhan.pdf"
}

@InProceedings{ Duboue_McKeown:02,
	author = "Pablo A. Duboue and Kathleen R. McKeown",
	title = "Content Planner Construction via Evolutionary Algorithms and a Corpus-based Fitness Function",
	booktitle = "Proceedings of the Second International Natural Language Generation Conference ({INLG 2002})",
	year = 2002,
	url = "http://duboue.net/papers/INLG2002genetic.pdf"
}

@InProceedings{ Duboue_McKeown:01,
	author = "Pablo A. Duboue and Kathleen R. McKeown",
	title = "Empirically Estimating Order Constraints for Content Planning in Generation",
	booktitle = "Proceedings of ACL-EACL 2001",
	year = "2001",
	address = "Toulouse, France",
	month = "July",
	url = "http://www.aclweb.org/anthology/P/P01/P01-1023.pdf"
}

@InProceedings{ Duboue_al:01,
	title = "Re-engineerig an Inference Engine to Support Continuous Quality Improvement",
	booktitle = "Proceedings of the Annual Symposium of the American Association of Medical Informatics (AMIA)",
	author = "Pablo A. Duboue and Desmond Jordan and Kathleen R. McKeown",
	address = "Washington, DC",
	year = "2001",
	note = "(Poster)"
}

@Article{ Hatzivassiloglou_al:01b,
	title = "Disambiguating Proteins, Genes, and {RNA} in Text: A Machine Learning Approach",
	author = "Vasileios Hatzivassiloglou and Pablo A. Duboue and Andrey Rzhetsky",
	journal = "Bioinformatics",
	pages = "97--106",
	volume = "17",
	number = "Suppl 1",
	year = "2001",
	note = "PubMedID: 11472998"
}

@InProceedings{ Hatzivassiloglou_al:01a,
	author = "Vasileios Hatzivassiloglou and Pablo A. Duboue and Andrey Rzhetsky",
	title = "Disambiguating Proteins, Genes, and {RNA} in Text: A Machine Learning Approach",
	booktitle = "Proceedings of the 9th International Conference on Intelligent Systems for Molecular Biology",
	year = "2001",
	address = "Tivoli Gardens, Denmark",
	month = "July",
	url = "http://duboue.net/papers/ISMB2001disambiguation.pdf"
}

@InProceedings{ Blank_Duboue:99,
	title = "{O}bject{D}tree: A Simulation Tool for Business-like Scenarios",
	booktitle = "Argentine Symposium of Model and Simulation",
	author = "Daniel Blank and Pablo A. Duboue",
	location = "Buenos Aires, Argentina",
	year = "1999",
	url = "http://duboue.net/papers/ObjectDtree_SyM99_final_version.pdf"
}

@InProceedings{ Blanco_Duboue:99a,
	title = "A Functional and Lexical Parser",
	booktitle = "Proceedings of the Latinoamerican Conference in Functional Languages (CLAPF)",
	author = "Javier Blanco and Pablo A. Duboue",
	location = "Recife, Brazil",
	year = "1999",
	url = "http://duboue.net/papers/CLAPF99.pdf"
}

@InProceedings{ Blanco_Duboue:99b,
	title = "Using Lexical Functional Grammars for Natural Language Systems",
	booktitle = "Proceedings of the Argentine Symposium on Artificial Intelligence (ASAI)",
	author = "Javier Blanco and Pablo A. Duboue",
	location = "Buenos Aires, Argentina",
	year = "1999",
	url = "http://duboue.net/papers/ASAI99.pdf"
}


@Misc{ Duboue:98,
	title = "Desarrollo de un Parser Funcional para el Lenguaje Castellano",
	author = "Pablo A. Duboue",
	howpublished = "Undergraduate Thesis, FaMAF, Universidad Nacional De Cordoba",
	address = "Cordoba, Argentina",
	month = "August",
	year = "1998",
	url = "http://duboue.net/papers/tf_pad.pdf"
}

@InProceedings{ Blank_al:96,
	title = "Desarrollo de un Generador de Simulaciones Dinamicas por Especificaciones Visuales",
	booktitle = "Proceedings of the IX Computer Applications International Symposium (INFONOR)",
	author = "Daniel Blank and Nicolas Bruno and Pablo A. Duboue",
	location = "Antofagasta, Chile.",
	year = "1996"
}