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Publications                                                                                                                                                                                                  Back to my home page

 
2016

·    D. Angluin, L Becerra-Bonache: A Model of Language Learning with Semantics and Meaning-Preserving Corrections,  Journal of  Artificial Intelligence, in press.

·    L Becerra-Bonache, Hendrik Blockeel, M. Galván, F. Jacquenet: Learning Language Models from Images with ReGLL, ECML/PKDD : European Conference on Machine Learning and Knowledge Discovery in Databases, 19-23, 2015.

·    L Becerra-Bonache, H. Blockeel, M. Galván, F. Jacquenet: Relational Grounded Language Learning, ECAI: European Conference on Artificial Intelligence, 1764-1765, 2016.

 
2015

·    L Becerra-Bonache, H. Blockeel, M. Galván, F. Jacquenet : A First-Order-Logic Based Model for Grounded Language Learning, IDA : Advances in Intelligent Data Analysis, 49-60, 2015.

·    L. Becerra-Bonache, M.D. Jiménez-López : A Grammatical Inference Model for Measuring Language Complexity, IWANN: International Work-Conference on Artificial Neural Networks, 3-17, 2015.

·    L. Becerra-Bonache, M. Galván, F. Jacquenet : A proposal for Contextual Grammatical Inference, IWANN: International Work-Conference on Artificial Neural Networks, 18-28, 2015.

·    L. Becerra-Bonache and M.D. Jiménez-López: Learning, Agents and Formal Languages:.Linguistic Applications of Interdisciplinary Fields, PAAMS: International Conference on Practical Applications of Agents and Multi-Agent Systems, 39-46, 2015.

 
2014

·    L. Becerra-Bonache and M.D. Jiménez-López: An Overview of the Interrelation Among Agent Systems, Learning Models and Formal Languages, Trans. Computational Collective Intelligence,  vol.17, 46-65, 2014.

·    L. Becerra-Bonache: How can Grammatical Inference contribute to Computational Linguistics?, CIE: Computability in Europe. Language, Life, Limits, 21-31, 2014.

·    L. Becerra-Bonache,  V. Dahl and  M.D. Jiménez-López: Womb Grammars as a Bio-inspired Model for Grammar Induction, PAAMS: International Conference on Practical Applications of Agents and Multi-Agent Systems, 79-86, 2014.

 
2013

·    L. Becerra-Bonache,  V. Dahl and J.E. Miralles: The role of Universal  Constraints in Language Acquisition, in D. Duchier , Y. Parmentier  (Eds.): Constraint Solving and Language Processing (Revised Selected Papers), LNCS, vol. 8114, 1-13, 2013.

·    L. Becerra-Bonache,  V. Dahl and J.E. Miralles: On Second Language Tutoring Through Womb Grammars, IWANN: International Work-Conference on Artificial Neural Networks, vol. 7902, 189-197, 2013.

·    L. Becerra-Bonache and M.D. Jiménez-López: Learning, Agents and Formal Languages: State of the Art, ICAART: International Conference on Agents and Artificial Intelligence, 1-10, 2013.

 
2012

·    V. Dahl, E. Miralles and L. Becerra-Bonache: On Language Acquisition through Womb Grammars, CSLP: International Workshop on Constraint Solving and Language Processing, 99-105, 2012.

·    L. Becerra-Bonache, E. Fromont, A. Habrard, M. Perrot and M. Sebban: Speeding up Syntactic Learning Using Contextual Information, ICGI: International Colloquium on Grammatical Inference,  49-53, 2012.

·    L. Becerra-Bonache: Learning Simple External Contextual Languages from Positive Data, Triangle: Language – Mathematical Approaches, 1-18, 2012.

 
2011

·     D. Angluin and L. Becerra-Bonache: Experiments Using Semantics for Learning Language Comprehension and Production. In Bel Enguix, G.; Jiménez López, M. D. (Eds): Bio-inspired Models for Natural and Formal Languages, Cambridge Scholars Publishing, 3-32, 2011.

·     D. Angluin and L. Becerra-Bonache: Can Semantics Facilitate Language Learning?, NIPS 2011: Workshop on “Learning Semantics”, 2011.

·     D. Angluin and L. Becerra-Bonache: An Overview of How Semantics and Corrections Can Help Language Learning, WI-IAT 2011: IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 147-150, 2011.

·     D. Angluin and L. Becerra-Bonache: Effects of Meaning-Preserving Corrections on Language Learning, CONLL 2011: 15th Conference on Computational Natural Language Learning, 97-105, 2011.

·     L. Becerra-Bonache : Towards a Bio-computational Model of Language Learning, IWANN 2011: 11th International Work-Conference on Artificial Neural Networks, 473-480, 2011.

·     L. Becerra-Bonache : Bio-inspired Grammatical Inference, IWINAC 2011: 4th International Work-Conference on the Interplay Between Natural and Artificial Computation, 313-322, 2011.

·     L. Becerra-Bonache and M.D. Jiménez-López: Children as Models for Computers : Natural Language Acquisition for Machine Learning, ICAART 2011 : 3rd International Conference on Agents and Artificial Intelligence, 67-76, 2011.

 
2010

·     L. Becerra-Bonache, J. Case, S. Jain and F. Stephan: Iterative Learning of Simple External Contextual Languages, Theoretical Computer Science, vol. 411 (29-30), 2741-2756, 2010.

·     D. Angluin, L. Becerra-Bonache: A Model of Semantics and Corrections in Language Learning, YALEU/DCS/TR-1425, April, 2010.

·     L. Becerra-Bonache: An Introduction to Grammatical Inference for Linguists, Triangle: Introduction to Language and Computation, 1-29, 2010.

·     Becerra Bonache, L.; Bensch, S.; Jiménez-López, M.D.: L Systems as Bio-MAS for Natural Language Processing, PAAMS 2010: 8th International Conference on Practical Applications of Agents and Multi-Agent Systems, 2010.

·     L. Becerra-Bonache, G. Bel-Enguix, M.D. Jiménez-López: Using Computers to Understand Natural Acquisition, AESLA 2010: 28th International Conference of the Spanish Society for Applied Linguistics, 2010.

·     L. Becerra-Bonache and M.D. Jiménez-López: Adquisición del lenguaje natural: ¿Un problema computacional?, SEL 2010: XXXIX Simposio de la Sociedad Española de Lingüística, 2010.

·     L. Becerra-Bonache and M.D. Jiménez-López: Gramáticas Contextuales: Una herramienta formal para la descripción del lenguaje natural, SEL 2010: XXXIX Simposio de la Sociedad Española de Lingüística, 2010.

·     L. Becerra-Bonache, S. Bensch and M.D. Jiménez-López: The Linguistic Relevance of Lindenmayer Systems, ICAART 2010: 2nd International Conference on Agents and Artificial Intelligence, 395-402, ISBN: 978-989-6-74-022-1, Depósito Legal: 303437/09, 2010.

 
2009

·     Becerra Bonache, L.: “Grammatical Inference and Natural Language Acquisition”, in Bel Enguix, G.; Jiménez López, M. D. (Eds): Language as a Complex System: Interdisciplinary Challenges, Cambridge Scholars Publishing, 39-67, 2009.

·     Angluin, D; Becerra-Bonache, L.; Dediu, A.H.; Reyzin, L.: “Learning Finite Automata Using Label Queries”, ALT 2009: 20th International Conference on Algorithmic Learning Theory, LNCS, Vol. 5809, Springer, Berlin, 171-185, 2009.

·     Becerra-Bonache, L.; Dediu, A.H.: “Learning from a Smarter Teacher”, IDEAL 2009: 10th International Conference in Intelligent Data Engineering and Automated Learning, LNCS, Vol. 5788, Springer, Berlin, 200-207, 2009.

·     Angluin, D.; Becerra-Bonache, L.: “Experiments Using OSTIA for a Language Production Task”, CLAGI 2009: Workshop on Computational Linguistics Aspects of Grammatical Inference (co-located with EACL 2009), Association for Computational Linguistics, Athens, Greece, 16-23, 2009.

 
2008

·     Becerra-Bonache, L.; Case, J.; Jain, S.; Stephan, F.: “Iterative Learning of Simple External Contextual Languages”, ALT 2008: 19th International Conference on Algorithmic Leanring Theory, LNCS, Vol. 5254, Springer, Berlin, 359-373, 2008.

·     Angluin, D.; Becerra-Bonache, L.: “Learning Meaning Before Syntax”, ICGI 2008: 9th International Colloquium on Grammatical Inference, LNCS, Vol. 5278, Springer, Berlin, 1-14, 2008.

·     Angluin, D.; Becerra-Bonache, L.: “Experiments with an Algorithm to Learn Meaning before Syntax”, ForLing 2008: 2nd International Workshop on Non-Classical Formal Languages in Linguistics, Tarragona, Spain, 2008.

·     Becerra-Bonache, L.; de la Higuera, C.; Janodet, J.C.; Tantini, F.: “Learning Balls of Strings from Edit Corrections”, Journal of Machine Learning Research, 9 (Aug): 1841-1870, 2008.

·     Angluin, D.; Becerra-Bonache, L.: “Using Semantic Information for Language Learning”, ICDL 2008: 7th International Conference on Development and Learning, Monterrey, CA, USA, 2008.

·     Angluin, D.; Becerra-Bonache, L.: “Learning Meaning Before Syntax”, Technical Report YALEU/DCS/TR-1407, July 2008.

·     Angluin, D.; Becerra-Bonache, L.: “Towards Understanding the Role of Semantics in Natural Language Acquisition”, PsychoCompLA 2008: Psychocomputational Models of Language Acquisition (co-located with CogSci 2008), Washington D.C., USA, 2008.

·     Becerra-Bonache, L.: “Aproximación de la Teoría de la Inferencia Gramatical a los Estudios de Adquisición del Lenguaje”, Nuevas Aplicaciones de la Teoría de Lenguajes Formales a la Lingüística (co-located with VIII Congreso de Lingüística General), Spain, 2008.

 
2007

·     Becerra-Bonache, L.; de la Higuera, C.; Janodet, J.C.; Tantini, F: “Learning Balls of Strings with Correction Queries”, ECML 2007: 18th International Conference on Machine Learning, LNCS, Vol. 4701, Springer, Berlin, 18-29, 2007.

·     Becerra-Bonache, L.: “New directions in Grammatical Inference motivated by Natural Language Acquisition”, ForLing 2007: 1st International Workshop on Non-Classical Formal Languages in Linguistics, Hungary, 2007.

·     Becerra-Bonache, L.; de la Higuera, C.; Janodet, J.C.; Tantini, F: “Apprentissage des boules de mots avec des requêtes de correction”, 9th Conférence Francophone sur l'Apprentissage Automatique,  Presses Universitaires de Grenoble, 2007.

·     Becerra-Bonache, L.; Bel-Enguix, G.; Jiménez-López, M.D.; “From Natural Language Acquisition to Machine Learning and Back”, Machine Learning and Cognitive Science of Language Acquisition, London, UK, 2007.

 
2006

·     Becerra-Bonache, L.; de la Higuera, C.; Janodet, J.C.; Tantini, F: “Learning Balls from Correction Queries”, Grammatical inference: workshop on open problems and new directions, Université Jean-Monnet, France, 2006.

·     Becerra-Bonache, L.; Dediu, A.H.; Tirnauca, C: “Learning DFA from Correction and Equivalence Queries”, ICGI 2006: 8th International Colloqium on Grammatical Inference, LNCS, Vol. 4201, Springer, Berlin, 281-292, 2006.

·     Oates, T.; Amstrong, T.; Becerra-Bonache, L.; Atamas, M.: “Inferring Grammars for Mildly Context Sensitive Languages in Polynomial-Time”, ICGI 2006: 8th International Colloqium on Grammatical Inference, LNCS, Vol. 4201, Springer, Berlin, 137-147, 2006.

 
2005

·     Oates, T.; Amstrong, T.; Becerra-Bonache, L.; Atamas, M.: “A Polynomial Time Algorithm for Inferring Grammars for Mildly Context Sensitive Languages”, Workshop on Grammatical Inference Applications: Successes and Future Challenges (co-located with ICJAI-05), Edinburgh, Scotland, 61-65, 2005.

·     Becerra-Bonache, L.; Bibire, C.; Dediu, A.H.: “Learning DFA from corrections”, in H. Fernau (Ed.): Theoretical Aspects of Grammar Induction (TAGI), University of Tübingen, Germany, 1-12, 2005.

 
2004

·     Becerra-Bonache, L.; Yokomori, T.: “Learning Mild Context-Sensitiveness: Toward understanding children’s language learning”, ICGI 2004: 7th International Colloqium on Grammatical Inference, LNCS, Vol. 3264, Springer, Berlin, 53-64, 2004.

 

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