2023
Li, H.; Dunn, J.; & Nini, A. (2023). “Register Variation Remains Stable Across 60 Languages.” Corpus Linguistics and Linguistic Theory.
2022
Li, H. & Dunn, J. (2022). “Corpus similarity measures remain robust across diverse languages.” Lingua, 275(103377).
Dunn, J. (2022). “Cognitive Linguistics Meets Computational Linguistics: Construction Grammar, Dialectology, and Linguistic Diversity.” In Tay, D. & Xie Pan, M. (eds.), Data Analytics in Cognitive Linguistics: Methods and Insights. 273-308. Berlin: De Gruyter.
2021
Dunn, J. & Tayyar Madabushi, H. (2021). “Learned Construction Grammars Converge Across Registers
Given Increased Exposure.” Proceedings of the Conference on Computational Natural Language Learning (CoNLL 2021). Association for Computational Linguistics. 268-278.
2020
Dunn, J. (2020). “Mapping Languages: The Corpus of Global Language Use.” Language Resources and Evaluation. 54: 999-1018. doi: 10.1007/s10579-020-09489-2
Dunn, J.; Coupe, T.; & Adams, B. (2020). “Measuring Linguistic Diversity During COVID-19.” Proceedings of the 4th Workshop on NLP and Computational Social Science. Association for Computational Linguistics. 1-10. http://dx.doi.org/10.18653/v1/2020.nlpcss-1.1
Dunn, J. (2020). “Ontological and Grammatical Constraints on Metaphor Productivity.” In Attardo, S. (ed.), Script-Based Semantics Foundations and Applications. Essays in Honor of Victor Raskin. De Gruyter: 55-76. doi: 10.1515/9781501511707-004
2019
Dunn, J. (2019). “Global Syntactic Variation in Seven Languages: Towards a Computational Dialectology.” In Frontiers in Artificial Intelligence: Language and Computation. doi: 10.3389/frai.2019.00015
Dunn, J. and Adams, B. (2019). “Mapping Languages and Demographics with Georeferenced Corpora.” In Proceedings of Geocomputation 2019. doi: 10.17608/k6.auckland.9869252.v2
Dunn, J. (2019). “Modeling Global Syntactic Variation in English Using Dialect Classification.” In Proceedings of the Sixth Workshop on NLP for Similar Languages, Varieties and Dialects (NAACL 19). Association for Computational Linguistics. 42-53. doi: 10.18653/v1/W19-1405
Dunn, J. (2019). “Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar.” In Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics (NAACL 19). Association for Computational Linguistics. 117-128. doi: 10.18653/v1/W19-2913
2018
Dunn, J. (2018). “Multi-Unit Directional Measures of Association: Moving Beyond Pairs of Words.” International Journal of Corpus Linguistics, 23(2): 183-215. doi: 10.1075/ijcl.16098.dun
Dunn, J. (2018). “Finding Variants for Construction-Based Dialectometry: A Corpus-Based Approach to Regional CxGs.” Cognitive Linguistics, 29(2): 275-311. doi: 10.1515/cog-2017-0029
Dunn, J. (2018). “Modeling the Complexity and Descriptive Adequacy of Construction Grammars.” In Proceedings of the Society for Computation in Linguistics (SCiL 2018). Stroudsburg, PA: Association for Computational Linguistics. 81-90. doi: 10.7275/R59P2ZTB
2017
Dunn, J. (2017). “Computational Learning of Construction Grammars.” Language and Cognition, 9(2): 254-292. doi: 10.1017/langcog.2016.7
2016
Dunn, J.; Argamon, S.; Rasooli, A.; & Kumar, G. (2016) “Profile-Based Authorship Analysis.” Digital Scholarship in the Humanities, 31(4): 689-710. doi: 10.1093/llc/fqv019
2015
Dunn, J. (2015) “Modeling Abstractness and Metaphoricity.” Metaphor & Symbol, 30(4): 259-289. doi: 10.1080/10926488.2015.1074801
Dunn, J. (2015). “Three Types of Metaphoric Utterances That Can Synthesize Theories of Metaphor.” Metaphor & Symbol, 30(1): 1-23. doi: 10.1080/10926488.2015.980694
2014
Dunn, J. (2014). “Measuring Metaphoricity.” In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL 2014). Stroudsburg, PA: Association for Computational Linguistics. 745-751. doi: 10.3115/v1/P14-2121
Dunn, J. (2014). “Multi-Dimensional Abstractness in Cross-Domain Mappings.” In Proceedings of the Annual Meeting of the Association for Computational Linguistics: Second Workshop on Metaphor in NLP (ACL 2014). Stroudsburg, PA: Association for Computational Linguistics. 27-32. doi: 10.3115/v1/W14-2304
2013
Dunn, J. (2013). “How Linguistic Structure Influences and Helps To Predict Metaphoric Meaning.” Cognitive Linguistics, 24(1): 33-66. doi: 10.1515/cog-2013-0002
Dunn, J. (2013). “Evaluating the Premises and Results of Four Metaphor Identification Systems.” In Proceedings of the Conference on Intelligent Text Processing and Computational Linguistics, Vol. 1 (CICLING 2013). Heidelberg: Springer. 471-486. doi: 10.1007/978-3-642-37247-6_38
2011
Dunn, J. (2011). “Gradient Semantic Intuitions of Metaphoric Expressions.” Metaphor & Symbol, 26(1): 53-67. doi: 10.1080/10926488.2011.535416
Graduate School
Dunn, J. (2010). Towards a Computational Model of Metaphor. MA Thesis. Purdue University.