Journals
- Journal of Machine Learning Research, “Using Contextual Representations to Efficiently Learn Context-Free Languages“, Alexander Clark, Rémi Eyraud, Amaury Habrard. October 2010, online version).
- Journal of Machine Learning Research, "Polynomial identification in the limit of context-free substitutable languages", Alexander Clark, Rémi Eyraud. August 2007 (on line version).
- Machine Learning Jounal, "LARS: a Learning Algorithm for Rewriting Systems", Rémi Eyraud, Colin de la Higuera, Jean-Christophe janodet. January 2007 (.pdf, bibtex)
Conferences
- ICGI'08: "A Polynomial Algorithm for the Inference of Context Free Languages", Alexander Clark, Rémi Eyraud, Amaury Habrard , The 9th International Colloquium on Grammatical Inference (.pdf).
- CoNLL'06: "Learning Auxiliary Fronting with Grammatical Inference", Alexander Clark, Rémi Eyraud The 10th Conference on Computational Natural Language Learning (Bibtex, .pdf).
- CogSci'06: "Learning Auxiliary Fronting with Grammatical Inference", Alexander Clark, Rémi Eyraud The 28th Annual Conference of the Cognitive Science Society, poster (Bibtex, .pdf).
- ALT'05: "Identification in the Limit of Substitutable Context-Free Languages", Alexander Clark, Rémi Eyraud The 16th International Conference on Algorithmic Learning Theory (Bibtex, .pdf, talk).
- ICGI'04: "Representing Languages by Learnable Rewriting Systems", Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet, 7th International Colloquium on Grammatical Inference (Bibtex, .ps, talk). An on line version of the arlgorithm described in this article is available here.
Workshops, talks, posters
- Paper (EACL 2009 workshop on Computational Linguistic Aspects of Grammatical Inference, Athens, Greece, 2009), A note on contextual binary feature grammars, Alexander Clark, Rémi Eyraud, Amaury Habrard.
- Communication TML (workshop Teaching Machine Learning, Saint-Etienne, France, 2008), “Spring School in Machine Learning. Teaching experiences”, with Cécile Capponi, François Denis, Amaury Habrard et Liva Ralaivola (pdf).
- Poster ML4NLP (workshop Machine Learning for Natural Languages Processing, Amsterdam, 2007) How to learn context-free grammars
- Poster Benelearn 2007 (Benelux machine learning conference, Amsterdam, 2007) Two methods to learn context-free languages
- Poster CAp'06 (Conférence en Apprentissage, Trégastel, 2006) Inférence grammaticale de langages hors-contextes
- Talk CAp'04 (Conférence en Apprentissage, Montpellier, 2004), "journée des doctorants, Présentation du travail effectué" (.pdf,.ppt) (french only)
- Msc. report, "Inférence d'Automates par Fission d'Etats", 26th june 2003, Ecole des mines de Saint-Etienne (ps) (french only)
PhD thesis
- Thesis, Inférence Grammaticale de Langages Hors-Contextes, Rémi Eyraud defended the 22/11/2006 at Saint-Etienne (.pdf (french))
