Advancing the state of the art for handwritten math recognition: the CROHME competitions, pp.173-189, 2011. ,
Recognition and retrieval of mathematical expressions, International Journal on Document Analysis and Recognition (IJDAR), vol.8, issue.11, pp.331-357, 2012. ,
DOI : 10.1007/s00530-002-0070-3
A global learning approach for an online handwritten mathematical expression recognition system An integrated grammar-based approach for mathematical expression recognition, pp.68-77, 2014. ,
A Novel Connectionist System for Unconstrained Handwriting Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.31, issue.5, pp.855-868, 2009. ,
DOI : 10.1109/TPAMI.2008.137
URL : http://www.idsia.ch/~juergen/tpami_2008.pdf
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2015. ,
DOI : 10.3115/v1/P15-1150
URL : http://arxiv.org/pdf/1503.00075
Long Short-Term Memory Over Recursive Structures, pp.1604-1612, 2015. ,
DAG-Structured Long Short-Term Memory for Semantic Compositionality, Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp.917-926, 2016. ,
DOI : 10.18653/v1/N16-1106
Supervised sequence labelling with recurrent neural networks, 2012. ,
DOI : 10.1007/978-3-642-24797-2
Long Short-Term Memory, Neural Computation, vol.4, issue.8, pp.1735-1780, 1997. ,
DOI : 10.1016/0893-6080(88)90007-X
Evaluating structural pattern recognition for handwritten math via primitive label graphs. Document Recognition and Retrieval XX, pp.865817-865817, 2013. ,
DOI : 10.1117/12.2008409
URL : https://hal.archives-ouvertes.fr/hal-00852866
Gradient flow in recurrent nets: the difficulty of learning long-term dependencies, 2001. ,
Bidirectional LSTM networks for improved phoneme classification and recognition. ICANN, pp.799-804, 2005. ,
Hybrid speech recognition with deep bidirectional LSTM. Automatic Speech Recognition and Understanding (ASRU), pp.273-278, 2013. ,
DOI : 10.1109/asru.2013.6707742
Framewise and CTC training of Neural Networks for handwriting recognition, 2015 13th International Conference on Document Analysis and Recognition (ICDAR), pp.81-85 ,
DOI : 10.1109/ICDAR.2015.7333730
Using BLSTM for interpretation of 2-D languages. Document numérique, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01576308