Publications

Mark Dáibhidh Anderson and David Vilares. Increasing NLP Parsing Efficiency with Chunking, Proceedings, 2(18):1160, XoveTIC Congress 2018, A Coruña, Spain, 27–28 September 2018. ISSN 2504-3900. DOI 10.3390/proceedings2181160 [AndVil018a.pdf]

Yerai Doval and David Vilares, On the Processing and Analysis of Microtexts: From Normalization to Semantics, Proceedings, 2(18):1170, XoveTIC Congress 2018, A Coruña, Spain, 27–28 September 2018. ISSN 2504-3900. DOI 10.3390/proceedings2181170 [DovVil018a.pdf]

Carlos Gómez-Rodríguez, Natural Language Parsing: Progress and Challenges, Boletín de Estadística e Investigación Operativa, 34(2):159-175, 2018. ISSN 1889-3805. Available here.

David Vilares and Carlos Gómez-Rodríguez, Transition-based Parsing with Lighter Feed-Forward Networks, in Proceedings of the Second Workshop on Universal Dependencies (UDW 2018), pp. 162-172, Brussels, Belgium, 2018. ISBN 978-1-948087-78-0. [VilGom2018c.pdf] [bibtex reference]

Daniel Fernández-González and Carlos Gómez-Rodríguez, Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing, in Proc. of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), pp. 1303-1313, Brussels, Belgium, 2018. ISBN 978-1-948087-84-1. [FerGom2018c.pdf] [bibtex reference]

Carlos Gómez-Rodríguez and David Vilares, Constituent Parsing as Sequence Labeling, in Proc. of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), pp. 1314-1324, Brussels, Belgium, 2018. ISBN 978-1-948087-84-1. [GomVil2018a.pdf] [bibtex reference]

Yerai Doval and Carlos Gómez-Rodríguez, Comparing Neural- and N-gram-based Language Models for Word Segmentation, to appear in Journal of the Association for Information Science and Technology (JASIST), 2018. ISSN 1532-2882.

Carlos Gómez-Rodríguez, Tianze Shi and Lillian Lee, Global Transition-based Non-projective Dependency Parsing, in Proc. of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Volume 1: Long Papers, pp. 2663-2674, Melbourne, Australia, 2018. ISBN 978-1-948087-32-2. [GomShiLee2018a.pdf]

Daniel Fernández-González and Carlos Gómez-Rodríguez, Non-Projective Dependency Parsing with Non-Local Transitions, in Proc. of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), Volume 2 (Short Papers), pp. 693-700, New Orleans, Louisiana, USA, 2018. ISBN 978-1-948087-29-2. DOI 10.18653/v1/N18-2109. [FerGom2017b.pdf] [bibtex reference]

Daniel Fernández-González and Carlos Gómez-Rodríguez, A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing, in Proc. of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), Volume 2 (Short Papers), pp. 386-392, New Orleans, Louisiana, USA, 2018. ISBN 978-1-948087-29-2. DOI 10.18653/v1/N18-2062. [FerGom2018b.pdf] [bibtex reference]

David Vilares and Carlos Gómez-Rodríguez, A Transition-based Algorithm for Unrestricted AMR Parsing, in Proc. of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), Volume 2 (Short Papers), pp. 142-149, New Orleans, Louisiana, USA, 2018. ISBN 978-1-948087-29-2. DOI 10.18653/v1/N18-2023. [VilGom2018a.pdf] [bibtex reference]

Tianze Shi, Carlos Gómez-Rodríguez and Lillian Lee, Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers, in Proc. of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), Volume 2 (Short Papers), pp. 420-425, New Orleans, Louisiana, USA, 2018. ISBN 978-1-948087-29-2. DOI 10.18653/v1/N18-2067. [ShiGomLee2018a.pdf] [bibtex reference]

David Vilares and Carlos Gómez-Rodríguez, Grounding the Semantics of Part-of-Day Nouns Worldwide Using Twitter, in Proc. of the Second Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social media (PEOPLES 2018), pp. 123-128, New Orleans, Louisiana, USA, 2018. ISBN 978-1-948087-17-9. DOI 10.18653/v1/W18-1116. [VilGom2018b.pdf] [bibtex reference]

Xinying Chen, Carlos Gómez-Rodríguez and Ramon Ferrer-i-Cancho, A dependency look at the reality of constituency, Glottometrics, 40:104-106, 2018. ISSN 1617-8351. Preprint available in arXiv:1708.07722 [cs.CL], 2017 [CheGomFer2017a.pdf] [bibtex reference]

Marcos Garcia, Carlos Gómez-Rodríguez and Miguel A. Alonso, New Treebank or Repurposed? On the Feasibility of Cross-Lingual Parsing of Romance Languages with Universal Dependencies, Natural Language Engineering, 24(1):91-122, 2018. ISSN 1351-3249. DOI 10.1017/S1351324917000377. Preprint available in [GarGomAlo2017a.pdf] [bibtex reference]

Carlos Gómez-Rodríguez and Ramon Ferrer-i-Cancho, Scarcity of crossing dependencies: a direct outcome of a specific constraint? Physical Review E, 96 (6):062304, 2017 . ISSN 2470-0045. DOI: 10.1103/PhysRevE.96.062304. Preprint available in [GomFer2016a.pdf].

Carlos Gómez-Rodríguez, Iago Alonso-Alonso and David Vilares, How Important is Syntactic Parsing Accuracy? An Empirical Evaluation on Rule-Based Sentiment Analysis, to appear in Artificial Intelligence Review, 2017. ISSN 0269-2821. DOI: 10.1007/s10462-017-9584-0. Preprint available in [GomAloVil2017a.pdf].

Carlos Gómez-Rodríguez, On the relation between dependency distance, crossing dependencies, and parsing. Comment on "Dependency distance: a new perspective on syntactic patterns in natural languages" by Haitao Liu et al., Physics of Life Reviews, 21:200-203, 2017. ISSN 1571-0645. DOI: 10.1016/j.plrev.2017.05.007. Preprint available in [Gom2017b.pdf] [bibtex reference].

David Vilares, Marcos Garcia, Miguel A. Alonso and Carlos Gómez-Rodríguez, Towards Syntactic Iberian Polarity Classification, in Proc. of 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2017), pp. 67-73, Copenhagen, Denmark, 2017. ISBN 978-1-945626-95-1. [VilGarAloGom2017a.pdf] [bibtex reference]

David Vilares, Miguel A. Alonso and Carlos Gómez-Rodríguez, Tratamiento sintáctico de la negación en análisis del sentimiento monolingüe y multilingüe, in Proc. of Taller de NEGación en ESpañol (NEGES 2017), pp. 39-46, Murcia, Spain, 2017. [VilAloGom2017b.pdf] [bibtex reference]

David Vilares and Carlos Gómez-Rodríguez, A non-projective greedy dependency parser with bidirectional LSTMs, in Proc. of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, pp. 152-162, Vancouver, Canada, 2017. ISBN 978-1-945626-70-8. DOI: 10.18653/v1/K17-3016 . [VilGom2017a.pdf] [bibtex reference]

Carlos Gómez-Rodríguez, Towards fast natural language parsing: FASTPARSE ERC Starting Grant, Procesamiento del Lenguaje Natural, 59:121-124, 2017. ISSN 1135-5948. [Gom2017a.pdf]

Daniel Fernández-González and Carlos Gómez-Rodríguez, A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing, in Proc. of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), pp. 288-298, Vancouver, Canada, 2017. ISBN 978-1-945626-75-3. DOI: 10.18653/v1/P17-1027. [FerGom2017a.pdf] [bibtex reference]

Anssi Yli-Jyrä and Carlos Gómez-Rodríguez, Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing, in Proc. of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), pp. 1745-1755, Vancouver, Canada, 2017. ISBN 978-1-945626-75-3. DOI: 10.18653/v1/P17-1160. [YliGom2017a.pdf] [bibtex reference]

Ramon Ferrer-i-Cancho, Carlos Gómez-Rodríguez and Juan Luis Esteban, Are crossing dependencies really scarce? Physica A: Statistical Mechanics and its Applications, 493:311-329, 2018. ISSN 0378-4371. DOI: 10.1016/j.physa.2017.10.048 . Preprint available in [FerGomEst2017a.pdf].