Neural machine translation by jointly learning to align and translate, 2014. ,
A neural probabilistic language model, JOURNAL OF MACHINE LEARNING RESEARCH, vol.3, pp.1137-1155, 2003. ,
Results of the french evalda-media evaluation campaign for literal understanding, LREC, pp.2054-2059, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-01160167
TIGER : Linguistic interpretation of a german corpus, Research on Language and Computation, vol.2, issue.4, pp.597-620, 2004. ,
The Best of Both Worlds : Combining Recent Advances in Neural Machine Translation, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, vol.1, pp.76-86, 2018. ,
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.1724-1734, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01433235
Three generative, lexicalised models for statistical parsing, Proceedings of ACL, pp.16-23, 1997. ,
Natural language processing (almost) from scratch, J. Mach. Learn. Res, p.12, 2011. ,
, , 2019.
, Attentive Language Models Beyond a Fixed-Length Context
Spoken language understanding : A survey, IEEE Signal Processing Magazine, vol.25, pp.50-58, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01314884
Universal transformers. CoRR, 2018. ,
BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding, 2018. ,
Spoken Language Understanding : from Spoken Utterances to Semantic Structures, Dipartimento di Ingegneria e Scienza dell' Informazione, via Sommarive, vol.14, 2010. ,
Seq2biseq : Bidirectional output-wise recurrent neural networks for sequence modelling, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02085093
Concept segmentation and labeling for conversational speech, Proceedings of the International Conference of the Speech Communication Assosiation (Interspeech), 2009. ,
Re-ranking models based on small training data for spoken language understanding, Conference of Empirical Methods for Natural Language Processing, pp.11-18, 2009. ,
Discriminative reranking for spoken language understanding, IEEE TASLP, vol.20, pp.526-539, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01478984
Hypotheses selection criteria in a reranking framework for spoken language understanding, Conference of Empirical Methods for Natural Language Processing, pp.1104-1115, 2011. ,
Tree representations in probabilistic models for extended named entity detection, European Chapter of the Association for Computational Linguistics (EACL), pp.174-184, 2012. ,
Tree-structured named entity recognition on ocr data : Analysis, processing and results, Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12), 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01490004
Improving recurrent neural networks for sequence labelling, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01489976
New recurrent neural network variants for sequence labeling, Proceedings of the 17th International Conference on Intelligent Text Processing and Computational Linguistics, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01489955
Label-dependency coding in Simple Recurrent Networks for Spoken Language Understanding, Interspeech, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01553830
Label-dependencies aware recurrent neural networks, Proceedings of CICling, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01579071
, , 2011.
, Coreference resolution in clinical reports. the limsi participation in the i2b2/va 2011 challenge, Proceedings of i2b2/VA 2011 Coreference Resolution Workshop
, , 2019.
,
Comparing stochastic approaches to spoken language understanding in multiple languages, IEEE TASLP, p.99, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00746965
, , 2016.
, Neural Architectures for Named Entity Recognition, Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics : Human Language Technologies, pp.260-270
Learning the structure of variable-order crfs : a finitestate perspective, Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, pp.433-439, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01710793
Long short-term memory as a dynamically computed element-wise weighted sum, Proceedings of ACL, pp.732-739, 2018. ,
End-to-end sequence labeling via bi-directional lstm-cnns-crf, Proceedings of ACL, 2016. ,
Building a large annotated corpus of english : The penn treebank, COMPUTATIONAL LINGUISTICS, vol.19, issue.2, 1993. ,
Improving Machine Learning Approcahes to Corefrence Resolution, Proceedings of ACL'02, pp.104-111, 2002. ,
Glove : Global vectors for word representation, Empirical Methods in Natural Language Processing, pp.1532-1543, 2014. ,
Deep Contextualized Word Representations, Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics : Human Language Technologies, vol.1, pp.2227-2237, 2018. ,
What's in an ontology for spoken language understanding, Proceedings of the International Conference of the Speech Communication Assosiation (Interspeech), 2009. ,
Text chunking using transformation-based learning, Proceedings of the 3rd Workshop on Very Large Corpora, pp.84-94, 1995. ,
Improved parsing and pos tagging using inter-sentence consistency constraints, Proceedings of EMNLP-CoNLL, 2012. ,
A Machine Learning Approach to Coreference Resolution of Noun Phrases, Computational Linguistics, vol.27, issue.4, pp.521-544, 2001. ,
Dropout : A simple way to prevent neural networks from overfitting, Journal of Machine Learning Research, vol.15, pp.1929-1958, 2014. ,
Sequence to sequence learning with neural networks, Proceedings of NIPS, 2014. ,
Attention is All you Need, Advances in Neural Information Processing Systems, vol.30, pp.5998-6008, 2017. ,
, , 2015.
, Grammar As a Foreign Language, Proceedings of the 28th International Conference on Neural Information Processing, vol.2, pp.2773-2781
Deliberation networks : Sequence generation beyond one-pass decoding, Advances in Neural Information Processing Systems, vol.30, pp.1784-1794, 2017. ,
Asynchronous bidirectional decoding for neural machine translation, 2018. ,
Learning tag dependencies for sequence tagging, International Joint Conference on Artificial Intelligence (IJCAI), 2018. ,