Publications

Daniel Fernández-González and Carlos Gómez-Rodríguez (2019), Faster Shift-Reduce Constituent Parsing with a Non-Binary, Bottom-Up Strategy, to appear in Artificial Intelligence. ISSN 0004-3702. DOI 10.1016/j.artint.2019.07.006

Mark Anderson, David Vilares and Carlos Gómez-Rodríguez, Artificially Evolved Chunks for Morphosyntactic Analysis, to appear in Proc. of the 18th International Workshop on Treebanks and Linguistic Theories (TLT 2019), Paris, France, 2019.

Ramon Ferrer-i-Cancho and Carlos Gómez-Rodríguez, Anti dependency distance minimization in short sequences. A graph theoretic approach, to appear in Journal of Quantitative Linguistics, 2019. ISSN 0929-6174. (preprint: [FerGom2019b.pdf])

Michalina Strzyz, David Vilares and Carlos Gómez-Rodríguez, Sequence Labeling Parsing by Learning Across Representations, to appear in Proc. of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy, 2019.

David Vilares and Carlos Gómez-Rodríguez, HEAD-QA: A Healthcare Dataset for Complex Reasoning, to appear in Proc. of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy, 2019.

Daniel Fernández-González and Carlos Gómez-Rodríguez, Left-to-Right Dependency Parsing with Pointer Networks, in Proc. of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), Volume 1, (Long and Short Papers), pp. 710-716, Minneapolis, Minnesota, USA, 2019. ISBN 978-1-950737-13-0. [FerGom2019a.pdf] [bibtex reference]

Michalina Strzyz, David Vilares and Carlos Gómez-Rodríguez, Viable Dependency Parsing as Sequence Labeling, in Proc. of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), Volume 1, (Long and Short Papers), pp. 717-723, Minneapolis, Minnesota, USA, 2019. ISBN 978-1-950737-13-0. [StrVilGom2019a.pdf] [bibtex reference]

David Vilares and Carlos Gómez-Rodríguez, Harry Potter and the Action Prediction Challenge from Natural Language, in Proc. of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), Volume 1, (Long and Short Papers), pp. 2124-2130, Minneapolis, Minnesota, USA, 2019. ISBN 978-1-950737-13-0. [VilGom2019a.pdf] [bibtex reference]

David Vilares, Mostafa Abdou and Anders Søgaard, Better, Faster, Stronger Sequence Tagging Constituent Parsers, in Proc. of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), Volume 1, (Long and Short Papers), pp. 3372-3383, Minneapolis, Minnesota, USA, 2019. ISBN 978-1-950737-13-0. [VilAbd2019.pdf] [bibtex reference]

Michalina Strzyz and Carlos Gómez-Rodríguez, Speeding up Natural Language Parsing by Reusing Partial Results, to appear in Proc. of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019), La Rochelle, France, 2019.

Yerai Doval and Carlos Gómez-Rodríguez, Comparing Neural- and N-gram-based Language Models for Word Segmentation, Journal of the Association for Information Science and Technology (JASIST), 70(2):187-197, 2019. DOI 10.1002/asi.24082. ISSN 1532-2882 . [DovGom2019a.pdf]

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]

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]

Ramon Ferrer-i-Cancho, Carlos Gómez-Rodríguez and Juan Luis Esteban (2018), 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].

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. (2017), 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]