Advances in the automatic lemmatization of Old Englishclass V strong verbs (L-Y)
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Universidad de La Rioja
info
ISSN: 1886-2438
Año de publicación: 2022
Número: 17
Páginas: 143-161
Tipo: Artículo
beta Ver similares en nube de resultadosOtras publicaciones en: Revista de lingüística y lenguas aplicadas
Resumen
The grammatical description of Old English lacks complete and systematic lemmatization, which hinders Natural Language Processing studies in this language, as they strongly rely on the existence of large, annotated corpora. Moreover, the inflectional features of Old English preclude token-based automatic lemmatization. Therefore, specifically goal-oriented applications must be developed to account for the automatic lemmatization of specific variable categories. This article designs an automatic lemmatizer within the framework of Morphological Generation to address the type-based lemmatization of Old English class V strong verbs (L-Y). The lemmatizer is implemented with rules that account for inflectional, derivational and morphophonological variation. The generated forms are compared with the most relevant corpora of Old English for validation before being assigned a lemma. The lemmatizer is successful in supplying form-lemma associations not yet accounted for in the literature, and in identifying mismatches and areas for manual revision.
Información de financiación
Financiadores
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Agencia Estatal de Investigación
- PID2020-119200GB-100
Referencias bibliográficas
- Adamczyk, E. (2002). "Reduplication and the Old English Strong Verbs Class VII", Studia Anglica Posnaniensia, 38, 23-34.
- Belfour, A.O. (1962) [1909]. Twelfth-Century Homilies in MS. Bodley 343. London: Oxford University Press
- Bosworth, J. & Toller T.N. (1973) [1898]. An Anglo-Saxon Dictionary. Oxford: Oxford University Press.
- Campbell, A. (1987) [1959]. Old English Grammar. Oxford: Oxford University Press.
- Clark Hall, J.R. (1996). A Concise Anglo-Saxon Dictionary. Supplement by Herbert D. Merritt. Toronto: University of Toronto Press.
- Craven, M. & Kumlien, J. (1999). "Constructing biological knowledge bases by extracting information from text sources", in Proceedings of the Seventh Inter- national Conference on Intelligent Systems for Molecular Biology, 77-86.
- Dahlgren, K. (1988). Naïve Semantics for Natural Language Understanding. Boston/Dordrecht/London: Kluwer Academic Publishers. https://doi.org/10.1007/978-1-4613-1075-4
- Dickins, B. (1950). "The Beheaded Manumission in the Exeter Book", in C. Fox & B. Dickins (eds.) The Early Cultures of North-West Europe Cambridge: Cambridge University Press, 361-368.
- Ferrés, D., AbuRa'ed, A. & Saggion, H. (2017). "Spanish Morphological Generation with Wide-Coverage Lexicons and Decision Trees", Procesamiento del Lenguaje Natural, 58, 109-116.
- García Fernández, L. (2020). Lemmatising Old English on a Relational Database. Preterite-Present, Contracted, Anomalous and Strong VII Verbs. Munich: Utzverlag.
- Hamdoun Bghiyel, Y. (2020). "The Lemmatization of Old English Comparative Adverbs", Ræl-Revista electrónica de lingüística aplicada, 19/2, 1-23. https://doi.org/10.18172/jes.4525
- Healey, A. (ed.), Price, J., & Xiang, X. 2004. The Dictionary of Old English Web Corpus. Toronto: Dictionary of Old English Project, Centre for Medieval Studies, University of Toronto.
- Healey, A. (ed.). 2018. The Dictionary of Old English: A to I. Toronto: Dictionary of Old English Project, Centre for Medieval Studies, University of Toronto.
- Hedderich, M.A., et al. (2021). "A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios". In K. Toutanova et al. (eds.) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. ACL, 2545-2568. https://doi.org/10.18653/v1/2021.naacl-main.201
- Hoffman, R., Zhang, C., Ling, X., Zettlemoyer, L., & Weld, D.S. (2011). "Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations", in D. Lin, Y. Matsumoto & R. Mihalcea (eds.) Proccedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 541-550.
- Hostetter, A.K. (n.d.a). "The Final Judgment (Christ III)", in A.K. Hostetter (ed.) The Old English Narrative Poetry Project. Available at https://oldenglishpoetry.camden.rutgers.edu/christ-iii/
- Hostetter, A.K., (n.d.b). "Genesis A & B", in A.K. Hostetter (ed.) The Old English Narrative Poetry Project. Available at https://oldenglishpoetry.camden.rutgers.edu/genesis-ab/
- Krygier, M. (1994). The Disintegration of the English Strong Verb System. Frankfurt: Peter Lang.
- Laing, M., & Lass, R. (2010). "Raiders of the Lost Archetype: eo in the Strong Verbs of Classes IV and V", Transactions of the Philological Society, 108/2, 145-163. https://doi.org/10.1111/j.1467-968X.2010.01238.x
- Levin, R. (1964). "A Reclassification of the Old English Strong Verbs", Language, 40, 156-161. https://doi.org/10.2307/411574
- Li, S., Graça, J., & Taskar, B. (2012). "Wiki-ly Supervised Part-Of-Speech Tagging", in J.I. Sujii, J. Henderson, & M. Pasca (eds.) Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. ACL. 1389-1398.
- Kastovsky, D. (1992). "Semantics and Vocabulary", in R. Hogg (ed.), The Cambridge History of the English Language I: The Beginnings to 1066. Cambridge: Cambridge University Press, 290-408. https://doi.org/10.1017/CHOL9780521264747.006
- Kuhn, S.M. (ed.). (1965). The Vespasian Psalter. Ann Arbor: University of Michigan Press.
- Liu, X., Gao, J., He, X., Deng, L., Duh, K., & Wang, Y.Y. (2015). "Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval", in R. Mihalcea, J. Chai, & A. Sarkar (eds.) Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. ACL, 912-921. https://doi.org/10.3115/v1/N15-1092
- Mailhammer, R. (2007). The Germanic Strong Verbs: Foundation and Development of a New System. Trends in Linguistics. Studies and Monographs 183. Berlin/New York:de Gruyter. https://doi.org/10.1515/9783110198782
- Martín Arista, J. (2012). "The Old English Prefix ge-: A panchronic reappraisal", Australian Journal of Linguistics 32/4, 411-433. https://doi.org/10.1080/07268602.2012.744264
- Martín Arista, J. 2013. Nerthus. Lexical Database of Old English: From Word-Formation to Meaning Construction. Research Seminar, School of English, University of Sheffield.
- Martín Arista, J. & Ojanguren López A.E. (2018). "Doing Electronic Lexicography of Old English with a KnowledgeBase." Workshop delivered at the Consolidated Library of Anglo-Saxon Poetry (CLASP) Project (University of Oxford).
- Martín Arista, J., Domínguez Barragán,S., García Fernández, L.,Ruíz Narbona, E., Torre Alonso, R., & Vea Escarza, R. (comp.). (2021). ParCorOEv2. An Open Access Annotated Parallel Corpus Old English-English. Nerthus Project, Universidad de La Rioja, www.nerthusproject.com.
- Mateo Mendaza, R. (2016). "The Old English exponent for the semantic prime MOVE", Australian Journal of Linguistics, 34/4, 542-559. https://doi.org/10.1080/07268602.2016.1169976
- Metola Rodríguez, D. (2015). Lemmatisation of Old English Strong Verbs on a Lexical Database. Ph.D. dissertation, University of La Rioja.
- Metola Rodríguez, D. (2017). "Strong Verb Lemmas from a Corpus of Old English. Advances and Issues", Revista de Lingüística y Lenguas Aplicadas, 12, 65-76. https://doi.org/10.4995/rlyla.2017.7023
- Miller, T. (1999). The Old English Version of Bede's Ecclesiastical History of the English People. Cambridge, Ontario: In parenthesis Publications.
- Mueller, E.T. (2014). Commonsense Reasoning: An Event Calculus Based Approach. Morgan Kaufmann. https://doi.org/10.1016/B978-0-12-801416-5.00002-4
- Novo Urraca, C. (2016). "Morphological relatedness and the typology of adjectival formation in Old English2, Studia Neophilologica, 88/1, 43-55. https://doi.org/10.1080/00393274.2016.1150788
- Novo Urraca, C., & Ojanguren López, A.E. (2018). "Lemmatising Treebanks. Corpus Annotation with Knowledge Bases", RAEL-Revista electrónica de Lingüística Aplicada, 17/1, 99-120.
- Pintzuk, S., & Plug, L. (2001). The York-Helsinki Parsed Corpus of Old English Poetry. Department of Language and Linguistic Science, University of York.
- Rissanen, M. et al., (comp). (1991). The Helsinki Corpus of English Texts. Department of English, University of Helsinki.
- Reiter, E., & Dale, R. (1997). "Building Applied Natural Language Generation Systems", Natural Language Engineering, 3/1, 57-87. https://doi.org/10.1017/S1351324997001502
- Schank, R.C. (1972). "Conceptual Dependency: A Theory of Natural Language Understanding", Cognitive Psychology, 3/4, 552-631. https://doi.org/10.1016/0010-0285(72)90022-9
- Taylor, A. et al. (2003). The York-Toronto-Helsinki Parsed Corpus of Old English Prose. York: University of York.
- Tichy, O. & Rocek, M. (2019). Online edition of An Anglo-Saxon Dictionary. Faculty of Arts, Charles University Prague.
- Tío Sáenz, M. (2019). The Lemmatisation of Old English Weak Verbs of a Relational Database. Ph.D. dissertation, University of La Rioja.
- Vázquez González, J.G. & Barðdal, J. (2019). "Reconstructing the Ditransitive Construction for ProtoGermanic: Gothic, Old English and Old Norse-Icelandic", Folia Linguistica Historica, 40/2, 555-620. https://doi.org/10.1515/flih-2019-0021
- Vea Escarza, R. (2018). "Las funciones y categorías de los nombres y adjetivos afijados del inglés antiguo", Onomázein, 41, 208-226. https://doi.org/10.7764/onomazein.41.07
- von Mengden, F. (2011). "Ablaut or Transfixation? On the Old English Strong Verbs", in R. Bauer & U. Krischke (eds.) More than Words: English Lexicography and Lexicology Past and Present. Frankfurt: Lang, 123-139.