Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP

Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor 2018-07 Association for Computational Linguistics Melbourne, Australia text conference publication ws-2018-relevance https://aclanthology.org/W18-2900/ Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments Daniel Edmiston author Karl Stratos author 2018-07 text Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor Association for Computational Linguistics Melbourne, Australia conference publication edmiston-stratos-2018-compositional 10.18653/v1/W18-2901 https://aclanthology.org/W18-2901/ 2018-07 1 5 Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation Anna Currey author Kenneth Heafield author 2018-07 text Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor Association for Computational Linguistics Melbourne, Australia conference publication currey-heafield-2018-unsupervised 10.18653/v1/W18-2902 https://aclanthology.org/W18-2902/ 2018-07 6 12 Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing Jean Maillard author Stephen Clark author 2018-07 text Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor Association for Computational Linguistics Melbourne, Australia conference publication maillard-clark-2018-latent 10.18653/v1/W18-2903 https://aclanthology.org/W18-2903/ 2018-07 13 18 Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? Emma Strubell author Andrew McCallum author 2018-07 text Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor Association for Computational Linguistics Melbourne, Australia conference publication strubell-mccallum-2018-syntax 10.18653/v1/W18-2904 https://aclanthology.org/W18-2904/ 2018-07 19 27 Subcharacter Information in Japanese Embeddings: When Is It Worth It? Marzena Karpinska author Bofang Li author Anna Rogers author Aleksandr Drozd author 2018-07 text Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor Association for Computational Linguistics Melbourne, Australia conference publication karpinska-etal-2018-subcharacter 10.18653/v1/W18-2905 https://aclanthology.org/W18-2905/ 2018-07 28 37 A neural parser as a direct classifier for head-final languages Hiroshi Kanayama author Masayasu Muraoka author Ryosuke Kohita author 2018-07 text Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor Association for Computational Linguistics Melbourne, Australia conference publication kanayama-etal-2018-neural 10.18653/v1/W18-2906 https://aclanthology.org/W18-2906/ 2018-07 38 46 Syntactic Dependency Representations in Neural Relation Classification Farhad Nooralahzadeh author Lilja Øvrelid author 2018-07 text Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP Georgiana Dinu editor Miguel Ballesteros editor Avirup Sil editor Sam Bowman editor Wael Hamza editor Anders Sogaard editor Tahira Naseem editor Yoav Goldberg editor Association for Computational Linguistics Melbourne, Australia conference publication nooralahzadeh-ovrelid-2018-syntactic 10.18653/v1/W18-2907 https://aclanthology.org/W18-2907/ 2018-07 47 53