Pablo Duboue's Publications

[gorelovDuboue2024] American Banker. Zor Gorelov and Pablo Duboue. Banks must address bias in large language models. “Banks must address bias in large language models”. DOWNLOAD 2024-06.

[duboue2022feature] Pablo Duboue and Roman Egger. 109-127. 978-3-030-88389-8. Springer International Publishing. Feature Engineering. “Feature Engineering”. Applied Data Science in Tourism: Interdisciplinary Approaches, Methodologies, and Applications. DOWNLOAD doi:10.1007/978-3-030-88389-8_7 2022.

[duboue2020art] Pablo Duboue. 978-1108709385. Cambridge University Press. The Art of Feature Engineering: Essentials for Machine Learning. The Art of Feature Engineering: Essentials for Machine Learning. http://artoffeatureengineering.com. 2020 June.

[duboue2019dialect] Pablo Ariel Duboue. Impact of Spanish Dialect in Deep Learning Next Sentence Predictors. “Impact of Spanish Dialect in Deep Learning Next Sentence Predictors”. Conferencia Latinoamericana de Informatica (CLEI). DOWNLOAD 2019.

[ying-duboue-2019-rationale] 14-20. Annie Ying and Pablo Duboue. Rationale Classification for Educational Trading Platforms. “Rationale Classification for Educational Trading Platforms”. Proceedings of the First Workshop on Financial Technology and Natural Language Processing. DOWNLOAD 2019 August.

[Duboue_2019] 18. 1. Electronic Journal of SADIO (EJS). 26-42. Pablo Duboue. Deobfuscating Name Scrambling as a Natural Language Generation Task. “Deobfuscating Name Scrambling as a Natural Language Generation Task”. DOWNLOAD 2019-03.

[duboue2018choice] Pablo Ariel Duboue. Deobfuscating Name Scrambling as a Natural Language Generation Task. “Deobfuscating Name Scrambling as a Natural Language Generation Task”. Argentinian Symposium on Artificial Intelligence (ASAI). DOWNLOAD 2018.

[barsotti2017predicting] 48-60. Damian Barsotti, Martin Ariel Dominguez, and Pablo Ariel Duboue. Springer, Cham. Predicting invariant nodes in large scale semantic knowledge graphs. “Predicting invariant nodes in large scale semantic knowledge graphs”. Annual International Symposium on Information Management and Big Data. DOWNLOAD 2017.

[duboue2016automatic] 244-245. Pablo Duboue. Association for Computational Linguistics. Edinburgh, UK. Automatic Reports from Spreadsheets: Data Analysis for the Rest of Us. “Automatic Reports from Spreadsheets: Data Analysis for the Rest of Us”. Proceedings of the 9th International Natural Language Generation conference. DOWNLOAD 2016.

[duboue2016robustness] 17. Pablo Ariel Duboue, Dominguez, Martin Ariel, and Paula Estrella. On the Robustness of Standalone Referring Expression Generation Algorithms Using RDF Data. “On the Robustness of Standalone Referring Expression Generation Algorithms Using RDF Data”. WebNLG 2016. DOWNLOAD 2016.

[DuboueDominguez2016] 163-174. Pablo Ariel Duboue and Martin Ariel Domínguez. Springer International Publishing. Using Robustness to Learn to Order Semantic Properties in Referring Expression Generation. “Using Robustness to Learn to Order Semantic Properties in Referring Expression Generation”. Advances in Artificial Intelligence - IBERAMIA 2016: 15th Ibero-American Conference on AI, San José, Costa Rica, November 23-25, 2016, Proceedings. 2016.

[Duboue_al.2015] Pablo Ariel Duboue, Martin Ariel Dominguez, and Paula Estrella. IEEE CPS. Proceedings of MICAI 2015. Evaluating Robustness of Referring Expression Generation Algorithms. Evaluating Robustness of Referring Expression Generation Algorithms. 2015.

[BressaneNeto_al.2014] 8436. Ary Fagundes Bressane Neto, Philippe Desaulniers, Pablo Ariel Duboue, Alexis Smirnov, Marina Sokolova, and Peter Beek. 47-58. Lecture Notes in Computer Science. Springer International Publishing. Advances in Artificial Intelligence. Filtering Personal Queries from Mixed-Use Query Logs. Filtering Personal Queries from Mixed-Use Query Logs. 2014.

[Duboue_al.2013] Proc. of the 10th NTCIR Conference. 233-236. Pablo Duboue, Jing He, and Jian-Yun Nie. Hunter Gatherer: UdeM at 1Click-2. “Hunter Gatherer: UdeM at 1Click-2”. DOWNLOAD 2013.

[duboue.2013.ENLG1] 172-177. Pablo Duboue. Association for Computational Linguistics. On the Feasibility of Automatically Describing n-dimensional Objects. “On the Feasibility of Automatically Describing n-dimensional Objects”. Proceedings of the 14th European Workshop on Natural Language Generation. DOWNLOAD 2013 August.

[duboue.2013.ENLG2] 200-201. Pablo Duboue. Association for Computational Linguistics. Thoughtland: Natural Language Descriptions for Machine Learning n-dimensional Error Functions. “Thoughtland: Natural Language Descriptions for Machine Learning n-dimensional Error Functions”. Proceedings of the 14th European Workshop on Natural Language Generation. DOWNLOAD 2013 August.

[Jing_al.12] 1129-1146. Jing He, Pablo Duboue, and Jian-Yun Nie. Bridging the Gap between Intrinsic and Perceived Relevance in Snippet Generation. “Bridging the Gap between Intrinsic and Perceived Relevance in Snippet Generation”. COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers. DOWNLOAD 2012 December.

[Gondek_al.12] 56. 3.4. Digital Object Identifier: 10.1147/JRD.2012.2188760. IBM Journal of Research and Development. 14:1 - 14:12. D. C. Gondek, A. Lally, A. Kalyanpur, J. W. Murdock, P. A. Duboue, L. Zhang, Y. Pan, Z. M. Qiu, and C. Welty. A framework for merging and ranking of answers in DeepQA. “A framework for merging and ranking of answers in DeepQA”. 2012.

[Pacheco_al.12] 641-645. Fabian Pacheco, Pablo Duboue, and Martin Dominguez. Association for Computational Linguistics. On The Feasibility of Open Domain Referring Expression Generation Using Large Scale Folksonomies. “On The Feasibility of Open Domain Referring Expression Generation Using Large Scale Folksonomies”. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. DOWNLOAD 2012 June.

[Duboue.12] Pablo A. Duboue. Starved Rock, IL. Extractive email thread summarization: Can we do better than He Said She Said?. “Extractive email thread summarization: Can we do better than He Said She Said?”. 7th International Conference on Natural Language Generation. DOWNLOAD 2012 June.

[Racca_al.11] David Nicolas Racca, Luciana Benotti, and Pablo A. Duboue. Nancy, France. The GIVE-2.5 C Generation System. “The GIVE-2.5 C Generation System”. 13th European Workshop on Natural Language Generation. DOWNLOAD 2011 September.

[Ferrucci_al.08] IBM Research. RC24789. David Ferrucci, Eric Nyberg, James Allen, Ken Barker, Eric W. Brown, Jennifer Chu-Carroll, Arthur Ciccolo, Pablo A. Duboue, James Fan, David Gondek, Edward Hovy, Boris Katz, Adam Lally, Michael McCord, Paul Morarescu, J. William Murdock, Bruce Porter, John M. Prager, Tomek Strzalkowski, Christopher Welty, and Wlodek Zadrozny. Towards the Open Advancement of Question Answering Systems. “Towards the Open Advancement of Question Answering Systems”. DOWNLOAD 2008.

[Chu-Carroll_al.07] Jennifer Chu-Carroll, Guillermo Averboch, Pablo A. Duboue, David Gondek, J. William Murdock, John M. Prager, Paul Hoffmann, and Janyce Weibe. Gaithersburg, MD. IBM in TREC 2006 Enterprise Track. “IBM in TREC 2006 Enterprise Track”. Proceedings of the 15th Text Retrieval Conference (TREC-15). DOWNLOAD 2007 March.

[Chu-Carroll_al.06a] Jennifer Chu-Carroll, Krystoff Czuba, Pablo A. Duboue, and John M. Prager. Gaithersburg, MD. IBM's PIQUANT II in TREC2005. “IBM's PIQUANT II in TREC2005”. Proceedings of the 14th Text Retrieval Conference (TREC-14). DOWNLOAD 2006 March.

[Duboue_Chu-Carrol.06] Pablo A. Duboue and Jennifer Chu-Carroll. Answering the question you wish they had asked: The impact of paraphrasing for Question Answering. “Answering the question you wish they had asked: The impact of paraphrasing for Question Answering”. HLT-NAACL Short Papers. DOWNLOAD 2006.

[Chu-Carroll_al.06b] Jennifer Chu-Carroll, John M. Prager, Krystoff Czuba, David Ferrucci, and Pablo A. Duboue. Seattle, WA. Semantic Search via XML Fragments: A High-Precion Approach to IR. “Semantic Search via XML Fragments: A High-Precion Approach to IR”. Proceedings of the Annual ACM Conference on Research and Development in Information Retrieval (SIGIR). 2006.

[Prager_al.06] John M. Prager, Pablo A. Duboue, and Jennifer Chu-Carroll. Sydney, Australia. Improving QA Accuracy by Question Inversion. “Improving QA Accuracy by Question Inversion”. Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL). DOWNLOAD 2006.

[Duboue.05] Computer Science Dept., Columbia University. Pablo A. Duboue. Indirect Supervised Learning of Strategic Generation Logic. Indirect Supervised Learning of Strategic Generation Logic. DOWNLOAD 2005 June.

[Estrella_Duboue.05] 9. 26. Revista Iberoamericana de Inteligencia Artificial. 23-37. Paula Estrella and Pablo A. Duboue. Experiments on Language Normalization for Spanish to English Machine Translation. “Experiments on Language Normalization for Spanish to English Machine Translation”. DOWNLOAD 2005.

[Duboue.04] Pablo A. Duboue. New Forest, UK. Indirect Supervised Learning of Content Selection Rules. “Indirect Supervised Learning of Content Selection Rules”. International Natural Language Generation Conference (INLG). DOWNLOAD 2004.

[Rzhetsky_al.04] 37. 1. Biomedical Informatics. Andrey Rzhetsky, Ivan Iossifov, T. Koike, Michel Krauthammer, Pauline Kra, M. Morris, Hong Yu, Pablo A. Duboue, W. Weng, J. Wilbur, Vasileios Hatzivassiloglou, and Carol Friedman. GeneWays: A System for Extracting, Analyzing, Visualizing, and Integrating Molecular Pathway Data. “GeneWays: A System for Extracting, Analyzing, Visualizing, and Integrating Molecular Pathway Data”. 2004 February.

[Estrella_Duboue.04] Paula Estrella and Pablo A. Duboue. Cordoba, Argentina. Experiments on Language Normalization for Spanish to English Machine Translation. “Experiments on Language Normalization for Spanish to English Machine Translation”. Proceedings of the Argentine Symposium on Artificial Intelligence (ASAI). DOWNLOAD 2004.

[Costa_Duboue.04] Maria Jimena Costa and Pablo A. Duboue. Cordoba, Argentina. Distributed Ontological Encoding Through Symbol Recirculation. “Distributed Ontological Encoding Through Symbol Recirculation”. Proceedings of the Argentine Symposium on Artificial Intelligence (ASAI). DOWNLOAD 2004.

[Duboue_al.03] 2665. 343-345. Pablo A. Duboue, Kathleen R. McKeown, and Vasileios Hatzivassiloglou. Lecture Notes in Computer Science. Springer-Verlag. ProGenIE: Biographical descriptions for Intelligence Analysis. “ProGenIE: Biographical descriptions for Intelligence Analysis”. Proceedings of the NSF/NIJ Symposium on Intelligence and Security Informatics. DOWNLOAD 2003 June.

[Duboue_McKeown.03a] Pablo A. Duboue and Kathleen R. McKeown. Statistical Acquisition of Content Selection Rules for Natural Language Generation. “Statistical Acquisition of Content Selection Rules for Natural Language Generation”. 2003 Conference on Empirical Methods for Natural Language Processing (EMNLP 2003). DOWNLOAD 2003 July.

[Duboue_McKeown.03b] Columbia University, Computer Science Department. Pablo A. Duboue and Kathleen R. McKeown. Statistical Acquisition of Content Selection Rules for Natural Language Generation. “Statistical Acquisition of Content Selection Rules for Natural Language Generation”. DOWNLOAD 2003 June.

[Pradhan_al.03] Sameer Pradhan, Gabriel Illouz, Sasha Blair-Goldensohn, Andrew Schlaikjer, Valerie Krugler, Elena Filatova, Pablo A. Duboue, Hong Yu, Rebecca Passonneau, Steven Bethard, Vasileios Hatzivassiloglou, Wayne Ward, Dan Jurafsky, Kathleen R. McKeown, and James H. Martin. Building a Foundation System for Producing Short Answers to Factual Questions. “Building a Foundation System for Producing Short Answers to Factual Questions”. Proceedings of the 11th Text Retrieval Conference (TREC-11). DOWNLOAD 2003 March.

[Duboue_McKeown.02] Pablo A. Duboue and Kathleen R. McKeown. Content Planner Construction via Evolutionary Algorithms and a Corpus-based Fitness Function. “Content Planner Construction via Evolutionary Algorithms and a Corpus-based Fitness Function”. Proceedings of the Second International Natural Language Generation Conference (INLG 2002). DOWNLOAD 2002.

[Duboue_McKeown.01] Pablo A. Duboue and Kathleen R. McKeown. Empirically Estimating Order Constraints for Content Planning in Generation. “Empirically Estimating Order Constraints for Content Planning in Generation”. Proceedings of ACL-EACL 2001. DOWNLOAD 2001 July.

[Duboue_al.01] (Poster). Pablo A. Duboue, Desmond Jordan, and Kathleen R. McKeown. Re-engineerig an Inference Engine to Support Continuous Quality Improvement. “Re-engineerig an Inference Engine to Support Continuous Quality Improvement”. Proceedings of the Annual Symposium of the American Association of Medical Informatics (AMIA). 2001.

[Hatzivassiloglou_al.01b] 17. Suppl 1. PubMedID: 11472998. Bioinformatics. 97-106. Vasileios Hatzivassiloglou, Pablo A. Duboue, and Andrey Rzhetsky. Disambiguating Proteins, Genes, and RNA in Text: A Machine Learning Approach. “Disambiguating Proteins, Genes, and RNA in Text: A Machine Learning Approach”. 2001.

[Hatzivassiloglou_al.01a] Vasileios Hatzivassiloglou, Pablo A. Duboue, and Andrey Rzhetsky. Disambiguating Proteins, Genes, and RNA in Text: A Machine Learning Approach. “Disambiguating Proteins, Genes, and RNA in Text: A Machine Learning Approach”. Proceedings of the 9th International Conference on Intelligent Systems for Molecular Biology. DOWNLOAD 2001 July.

[Blank_Duboue.99] Daniel Blank and Pablo A. Duboue. Buenos Aires, Argentina. ObjectDtree: A Simulation Tool for Business-like Scenarios. “ObjectDtree: A Simulation Tool for Business-like Scenarios”. Argentine Symposium of Model and Simulation. DOWNLOAD 1999.

[Blanco_Duboue.99a] Javier Blanco and Pablo A. Duboue. Recife, Brazil. A Functional and Lexical Parser. “A Functional and Lexical Parser”. Proceedings of the Latinoamerican Conference in Functional Languages (CLAPF). DOWNLOAD 1999.

[Blanco_Duboue.99b] Javier Blanco and Pablo A. Duboue. Buenos Aires, Argentina. Using Lexical Functional Grammars for Natural Language Systems. “Using Lexical Functional Grammars for Natural Language Systems”. Proceedings of the Argentine Symposium on Artificial Intelligence (ASAI). DOWNLOAD 1999.

[Duboue.98] Pablo A. Duboue. Desarrollo de un Parser Funcional para el Lenguaje Castellano. “Desarrollo de un Parser Funcional para el Lenguaje Castellano”. DOWNLOAD 1998 August.

[Blank_al.96] Daniel Blank, Nicolas Bruno, and Pablo A. Duboue. Antofagasta, Chile.. Desarrollo de un Generador de Simulaciones Dinamicas por Especificaciones Visuales. “Desarrollo de un Generador de Simulaciones Dinamicas por Especificaciones Visuales”. Proceedings of the IX Computer Applications International Symposium (INFONOR). 1996.