---
title: "Detección de terminologización en sustantivos — Ahumada 2025"
description: "The paper deals with the automatic detection of terminologization: the process by which an ordinary noun acquires a new, highly specialized meaning in a…"
authors: ["Javiera Ahumada", "Rogelio Nazar"]
year: 2025
venue: "Procesamiento del Lenguaje Natural, Vol. 74 (2025)"
source: "http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6681"
licence: "All rights reserved — free to read at the source"
summary_licence: "Elamur Cosmic License"
canonical: "https://research.elamur.ai/free/papers/ahumada-2025-detecting-terminologisation-nouns/"
---
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# Detección de terminologización en sustantivos

**Authors:** Javiera Ahumada, Rogelio Nazar · **Year:** 2025 · **Venue:** Procesamiento del Lenguaje Natural, Vol. 74 (2025) · **Licence:** All rights reserved — free to read at the source

**Links:** [Publisher's page](http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6681) · [PDF](http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/download/6681/4072)

## Summary
The paper deals with the automatic detection of terminologization: the process by which an ordinary noun acquires a new, highly specialized meaning in a particular domain. The authors give the example of the Spanish "semilla": in general language it means a seed, while in programming it denotes the initial value of a pseudorandom number generator. Common term extraction tools (Sketch Engine, AntConc, Termostat) compare word-form frequencies against a reference corpus. As a result, they struggle to detect terms that have the same form as general-language words. The authors propose a different approach: comparing a noun's co-occurrence profiles in a specialized corpus and in a general-language corpus. A noticeable change in the set of neighboring words is taken as a sign of a new terminological meaning. The method was tested on a corpus of research papers on natural language processing. This field was chosen because it has many neologisms, including ones formed through terminologization. The authors describe the work as preliminary, but the results show that the method helps select nouns with a high likelihood of terminologization. It may be useful to terminologists and to researchers of semantic change.

## Key points
- The method's main signal is a shift in the lexical co-occurrence profile between the specialized and reference corpora. The method builds on earlier work by Ahumada (2024).
- Data: a corpus of NLP research papers. Publication: Procesamiento del Lenguaje Natural No. 74 (March 2025), pp. 277–289, DOI 10.26342/2025-74-19.
- The implementation code and results are openly published on the project website: tecling.com/neuter.
- The work is related to other approaches to detecting semantic change: co-occurrence-based (Gonen et al., 2021) and word-embedding-based (Hamilton et al., 2016). The bibliography includes UDPipe and Llama/Ollama, but how exactly they were used cannot be determined from the provided excerpt.
- The available excerpt contains no numerical evaluation metrics because the middle of the paper is missing. The authors describe the approach's limitations and their plans for developing it in a separate section.

*Our summary of the paper, in our own words — not its text. The work belongs to its authors; read it at the links above.*

Fields: [Linguistics & languages](https://md.research.elamur.ai/free/shelves/linguistics/)

## Cite

The paper itself, not this page. BibTeX from the library's record of the work.

```bibtex
@inproceedings{ahumada2025deteccion,
  title = {{Detección de terminologización en sustantivos}},
  author = {Ahumada, Javiera and Nazar, Rogelio},
  booktitle = {Procesamiento del Lenguaje Natural, Vol. 74 (2025)},
  year = {2025},
  url = {http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6681}
}
```

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## References

70 references, 3 of them with a card of ours. ↗ leads to the work, «find» searches for one we have no id for yet.

1. Adelstein, A. 2022. Neologı́a y semántica: grados de neologicidad en el ámbito nominal. En E. Bernal J. Freixa, y S. Torner, editores, La neologı́a del español: del uso al diccionario. Iberoamericana Vervuert, páginas 327–346. [find](https://scholar.google.com/scholar?q=Adelstein%2C+A%2E+2022%2E+Neolog%C4%B1%CC%81a+y+sema%CC%81ntica%3A+grados+de+neologicidad+en+el+a%CC%81mbito+nominal%2E+En+E%2E+Bernal+J%2E+Freixa%2C+y+S%2E+Torner%2C+editores%2C+La+neolog%C4%B1%CC%81a+del+espan%CC%83ol%3A+del+uso+al+diccionario%2E+Iberoamerica)
2. Ahumada, J. 2024. Propuesta metodológica para detectar la terminologización de sustantivos. Tesis de magı́ster, Pontificia Universidad Católica de Valparaı́so. [find](https://scholar.google.com/scholar?q=Ahumada%2C+J%2E+2024%2E+Propuesta+metodolo%CC%81gica+para+detectar+la+terminologizacio%CC%81n+de+sustantivos%2E+Tesis+de+mag%C4%B1%CC%81ster%2C+Pontificia+Universidad+Cato%CC%81lica+de+Valpara%C4%B1%CC%81so%2E)
3. Álvarez de Miranda, P. 2009. Neologı́a y pérdida léxica. En E. de Miguel, editor, Panorama de la lexicologı́a. Ariel, páginas 133–157. [find](https://scholar.google.com/scholar?q=A%CC%81lvarez+de+Miranda%2C+P%2E+2009%2E+Neolog%C4%B1%CC%81a+y+pe%CC%81rdida+le%CC%81xica%2E+En+E%2E+de+Miguel%2C+editor%2C+Panorama+de+la+lexicolog%C4%B1%CC%81a%2E+Ariel%2C+pa%CC%81ginas+133%E2%80%93157%2E)
4. Anthony, L. 2012. AntConc. Waseda University, Tokyo, Japan. [find](https://scholar.google.com/scholar?q=Anthony%2C+L%2E+2012%2E+AntConc%2E+Waseda+University%2C+Tokyo%2C+Japan%2E)
5. Arce, L. y M. Seghiri. 2021. Generation of a glossary for the translation of housing purchase and sale agreements in Spain, Argentina, the United Kingdom, and the United States. Hermēneus. Revista de Traducción e Interpretación, 24:87–118. [find](https://scholar.google.com/scholar?q=Arce%2C+L%2E+y+M%2E+Seghiri%2E+2021%2E+Generation+of+a+glossary+for+the+translation+of+housing+purchase+and+sale+agreements+in+Spain%2C+Argentina%2C+the+United+Kingdom%2C+and+the+United+States%2E+Herme%CC%84neus%2E+Revista+de)
6. Auger, P. y L. Rousseau. 1977. Méthodologie de la recherche terminologique. Régie de la langue française. [find](https://scholar.google.com/scholar?q=Auger%2C+P%2E+y+L%2E+Rousseau%2E+1977%2E+Me%CC%81thodologie+de+la+recherche+terminologique%2E+Re%CC%81gie+de+la+langue+franc%CC%A7aise%2E)
7. Barán, M. 1999. El pulso ondulante de la metaforización en terminologı́as de la lengua española. Moenia, 5:247–255. [find](https://scholar.google.com/scholar?q=Bara%CC%81n%2C+M%2E+1999%2E+El+pulso+ondulante+de+la+metaforizacio%CC%81n+en+terminolog%C4%B1%CC%81as+de+la+lengua+espan%CC%83ola%2E+Moenia%2C+5%3A247%E2%80%93255%2E)
8. Bastuji, J. 1974. Aspects de la néologie sémantique. Langages, 36:6–19. [find](https://scholar.google.com/scholar?q=Bastuji%2C+J%2E+1974%2E+Aspects+de+la+ne%CC%81ologie+se%CC%81mantique%2E+Langages%2C+36%3A6%E2%80%9319%2E)
9. Berri, M. 2013. Neologı́a semántica nominal y metáfora. En G. Ciapuscio, editor, Va-riedades del español de la Argentina: estudios textuales y de semántica léxica. Eudeba, páginas 131–150. [find](https://scholar.google.com/scholar?q=Berri%2C+M%2E+2013%2E+Neolog%C4%B1%CC%81a+sema%CC%81ntica+nominal+y+meta%CC%81fora%2E+En+G%2E+Ciapuscio%2C+editor%2C+Va%2Driedades+del+espan%CC%83ol+de+la+Argentina%3A+estudios+textuales+y+de+sema%CC%81ntica+le%CC%81xica%2E+Eudeba%2C+pa%CC%81ginas+131%E2%80%93150%2E)
10. Berri, M. y L. Bregant. 2015. Identifica-ción de metonimias y metáforas: cuestio-nes metodológicas. Lenguaje, 43(2):219– 245. [find](https://scholar.google.com/scholar?q=Berri%2C+M%2E+y+L%2E+Bregant%2E+2015%2E+Identifica%2Dcio%CC%81n+de+metonimias+y+meta%CC%81foras%3A+cuestio%2Dnes+metodolo%CC%81gicas%2E+Lenguaje%2C+43%282%29%3A219%E2%80%93+245%2E)
11. Bloomfield, L. 1984. Language. University of Chicago Press. [find](https://scholar.google.com/scholar?q=Bloomfield%2C+L%2E+1984%2E+Language%2E+University+of+Chicago+Press%2E)
12. Cabré, M. T. 1993. La terminologı́a: teorı́a, metodologı́a, aplicaciones. Antártida-Empúries. [find](https://scholar.google.com/scholar?q=Cabre%CC%81%2C+M%2E+T%2E+1993%2E+La+terminolog%C4%B1%CC%81a%3A+teor%C4%B1%CC%81a%2C+metodolog%C4%B1%CC%81a%2C+aplicaciones%2E+Anta%CC%81rtida%2DEmpu%CC%81ries%2E)
13. Cabré, M. T. 2006. La clasificación de neologismos: una tarea compleja. ALFA, 50(2):229–250. [find](https://scholar.google.com/scholar?q=Cabre%CC%81%2C+M%2E+T%2E+2006%2E+La+clasificacio%CC%81n+de+neologismos%3A+una+tarea+compleja%2E+ALFA%2C+50%282%29%3A229%E2%80%93250%2E)
14. Cabré, M. T. 2008. La neologı́a efı́mera. En M. T. Cabré J. Freixa, y E. Solé, editores, Lèxic i Neologia. Barcelona: Observa-tori de Neologia, Institut Universitari de Lingüı́stica Aplicada, Universitat Pompeu Fabra, páginas 13–28. [find](https://scholar.google.com/scholar?q=Cabre%CC%81%2C+M%2E+T%2E+2008%2E+La+neolog%C4%B1%CC%81a+ef%C4%B1%CC%81mera%2E+En+M%2E+T%2E+Cabre%CC%81+J%2E+Freixa%2C+y+E%2E+Sole%CC%81%2C+editores%2C+Le%CC%80xic+i+Neologia%2E+Barcelona%3A+Observa%2Dtori+de+Neologia%2C+Institut+Universitari+de+Lingu%CC%88%C4%B1%CC%81stica+Aplicada%2C+Uni)
15. Cabré, M. T., R. Bayà, E. Bernal, J. Freixa, E. Solé, y T. Vallés. 2002. Evaluación de la vitalidad de una lengua a través de la neologı́a: a propósito de la neologı́a es-pontánea y de la neologı́a planificada. En M. T. Cabré J. Freixa, y E. Solé, editores, Lèxic i Neologia. Barcelona: Ob… [find](https://scholar.google.com/scholar?q=Cabre%CC%81%2C+M%2E+T%2E%2C+R%2E+Baya%CC%80%2C+E%2E+Bernal%2C+J%2E+Freixa%2C+E%2E+Sole%CC%81%2C+y+T%2E+Valle%CC%81s%2E+2002%2E+Evaluacio%CC%81n+de+la+vitalidad+de+una+lengua+a+trave%CC%81s+de+la+neolog%C4%B1%CC%81a%3A+a+propo%CC%81sito+de+la+neolog%C4%B1%CC%81a+es%2Dponta%CC%81nea+y+de+la+neol)
16. Cabré, M. T., R. Estopà, y J. Vivaldi. 2001. Automatic term detection: A review of current systems. En D. Bourigault C. Jacquemin, y M.-C. L’Homme, editores, Recent Advances in Computational Terminology. John Benjamins, páginas 53–88. [find](https://scholar.google.com/scholar?q=Cabre%CC%81%2C+M%2E+T%2E%2C+R%2E+Estopa%CC%80%2C+y+J%2E+Vivaldi%2E+2001%2E+Automatic+term+detection%3A+A+review+of+current+systems%2E+En+D%2E+Bourigault+C%2E+Jacquemin%2C+y+M%2E%2DC%2E+L%E2%80%99Homme%2C+editores%2C+Recent+Advances+in+Computational+Termino)
17. Cassany, D. 2007. La lengua entre las humanidades y las ciencias. Página y Signos, (2):15–27. [find](https://scholar.google.com/scholar?q=Cassany%2C+D%2E+2007%2E+La+lengua+entre+las+humanidades+y+las+ciencias%2E+Pa%CC%81gina+y+Signos%2C+%282%29%3A15%E2%80%9327%2E)
18. Dı́az Hormigo, M. T. 2007. Aproximación lingüı́stica a la neologı́a léxica. En Unknown, editor, Morfologı́a: investigación, docencia, aplicaciones: Actas del II En-cuentro de Morfologı́a: investigación, docencia, páginas 33–54. Universidad de Ex-tremadura. [find](https://scholar.google.com/scholar?q=D%C4%B1%CC%81az+Hormigo%2C+M%2E+T%2E+2007%2E+Aproximacio%CC%81n+lingu%CC%88%C4%B1%CC%81stica+a+la+neolog%C4%B1%CC%81a+le%CC%81xica%2E+En+Unknown%2C+editor%2C+Morfolog%C4%B1%CC%81a%3A+investigacio%CC%81n%2C+docencia%2C+aplicaciones%3A+Actas+del+II+En%2Dcuentro+de+Morfolog%C4%B1%CC%81a%3A+investig)
19. Dı́az Hormigo, M. T. 2020. Precisiones para una caracterización lingüı́stica de la neo-logı́a semántica. ELUA, 34:73–94. [find](https://scholar.google.com/scholar?q=D%C4%B1%CC%81az+Hormigo%2C+M%2E+T%2E+2020%2E+Precisiones+para+una+caracterizacio%CC%81n+lingu%CC%88%C4%B1%CC%81stica+de+la+neo%2Dlog%C4%B1%CC%81a+sema%CC%81ntica%2E+ELUA%2C+34%3A73%E2%80%9394%2E)
20. Domènech, O. 2008. Metodologı́a de trabajo del observatorio de neologı́a del instituto de lingüı́stica aplicada de la universidad pompeu fabra. En A. Pérez R. Montoro del Arco, y E. Tomás, editores, Neologismo y morfologı́a, páginas 11–38. Universidad de Murcia. [find](https://scholar.google.com/scholar?q=Dome%CC%80nech%2C+O%2E+2008%2E+Metodolog%C4%B1%CC%81a+de+trabajo+del+observatorio+de+neolog%C4%B1%CC%81a+del+instituto+de+lingu%CC%88%C4%B1%CC%81stica+aplicada+de+la+universidad+pompeu+fabra%2E+En+A%2E+Pe%CC%81rez+R%2E+Montoro+del+Arco%2C+y+E%2E+Toma%CC%81s%2C+editore)
21. Drouin, P. 2003. Term extraction using non-technical corpora as a point of leverage. Terminology, 9(1):99–115. [find](https://scholar.google.com/scholar?q=Drouin%2C+P%2E+2003%2E+Term+extraction+using+non%2Dtechnical+corpora+as+a+point+of+leverage%2E+Terminology%2C+9%281%29%3A99%E2%80%93115%2E)
22. Estopà, R. 2016. La neologı́a especializada: Términos médicos en la prensa española. En C. Sánchez y D. Azorı́n, editores, Estudios de neologı́a del español, páginas 109– 129. [find](https://scholar.google.com/scholar?q=Estopa%CC%80%2C+R%2E+2016%2E+La+neolog%C4%B1%CC%81a+especializada%3A+Te%CC%81rminos+me%CC%81dicos+en+la+prensa+espan%CC%83ola%2E+En+C%2E+Sa%CC%81nchez+y+D%2E+Azor%C4%B1%CC%81n%2C+editores%2C+Estudios+de+neolog%C4%B1%CC%81a+del+espan%CC%83ol%2C+pa%CC%81ginas+109%E2%80%93+129%2E)
23. Estopà, R. 2022. Neologı́a general y especializada. En E. Bernal J. Freixa, y S. Torner, editores, La neologı́a del español: del uso al diccionario, páginas 151–174. Iberoamericana Vervuert. [find](https://scholar.google.com/scholar?q=Estopa%CC%80%2C+R%2E+2022%2E+Neolog%C4%B1%CC%81a+general+y+especializada%2E+En+E%2E+Bernal+J%2E+Freixa%2C+y+S%2E+Torner%2C+editores%2C+La+neolog%C4%B1%CC%81a+del+espan%CC%83ol%3A+del+uso+al+diccionario%2C+pa%CC%81ginas+151%E2%80%93174%2E+Iberoamericana+Vervuert%2E)
24. Estornell Pons, M. y A. Soto. 2016. La metáfora y la metonimia como procedimientos de creación neológica en el discurso gastronómico actual. Tonos Digital, páginas 1–24. [find](https://scholar.google.com/scholar?q=Estornell+Pons%2C+M%2E+y+A%2E+Soto%2E+2016%2E+La+meta%CC%81fora+y+la+metonimia+como+procedimientos+de+creacio%CC%81n+neolo%CC%81gica+en+el+discurso+gastrono%CC%81mico+actual%2E+Tonos+Digital%2C+pa%CC%81ginas+1%E2%80%9324%2E)
25. Freixa, J. 2016. Terminologı́a. En G. Gu-tiérrez, editor, Enciclopedia de Lingüı́stica Hispánica. Routledge, páginas 326–333. [find](https://scholar.google.com/scholar?q=Freixa%2C+J%2E+2016%2E+Terminolog%C4%B1%CC%81a%2E+En+G%2E+Gu%2Dtie%CC%81rrez%2C+editor%2C+Enciclopedia+de+Lingu%CC%88%C4%B1%CC%81stica+Hispa%CC%81nica%2E+Routledge%2C+pa%CC%81ginas+326%E2%80%93333%2E)
26. Freixa, J., R. Luna, y M. Suárez de la Torre. 2010. La neologı́a semánti-ca en las antenas neológicas: descripción de algunos fenómenos relevantes. En M. Cabré O. Domènech R. Estopà J. Freixa, y M. Lorente, editores, Actes del Congrés Internacional de Neologı́a en les Llengües Romàniques… [find](https://scholar.google.com/scholar?q=Freixa%2C+J%2E%2C+R%2E+Luna%2C+y+M%2E+Sua%CC%81rez+de+la+Torre%2E+2010%2E+La+neolog%C4%B1%CC%81a+sema%CC%81nti%2Dca+en+las+antenas+neolo%CC%81gicas%3A+descripcio%CC%81n+de+algunos+feno%CC%81menos+relevantes%2E+En+M%2E+Cabre%CC%81+O%2E+Dome%CC%80nech+R%2E+Estopa%CC%80+J%2E+Freixa%2C)
27. Frermann, L. y M. Lapata. 2016. A bayesian model of diachronic meaning change. Transactions of the Association for Computational Linguistics, 4:31–45. [find](https://scholar.google.com/scholar?q=Frermann%2C+L%2E+y+M%2E+Lapata%2E+2016%2E+A+bayesian+model+of+diachronic+meaning+change%2E+Transactions+of+the+Association+for+Computational+Linguistics%2C+4%3A31%E2%80%9345%2E)
28. Fuentes, M., C. Gerding, A. Pecchi, G. Kotz, y P. Cañete. 2009. Neologı́a léxica: Reflejo de la vitalidad del español de chile. Revista de Lingüı́stica Teórica y Aplicada, 47(1):103–124. [find](https://scholar.google.com/scholar?q=Fuentes%2C+M%2E%2C+C%2E+Gerding%2C+A%2E+Pecchi%2C+G%2E+Kotz%2C+y+P%2E+Can%CC%83ete%2E+2009%2E+Neolog%C4%B1%CC%81a+le%CC%81xica%3A+Reflejo+de+la+vitalidad+del+espan%CC%83ol+de+chile%2E+Revista+de+Lingu%CC%88%C4%B1%CC%81stica+Teo%CC%81rica+y+Aplicada%2C+47%281%29%3A103%E2%80%93124%2E)
29. Geeraerts, D. 2010. Theories of Lexical Semantics. Oxford University Press. [find](https://scholar.google.com/scholar?q=Geeraerts%2C+D%2E+2010%2E+Theories+of+Lexical+Semantics%2E+Oxford+University+Press%2E)
30. Goldhahn, D., T. Eckart, y U. Quasthoff. 2012. Building large monolingual dictionaries at the Leipzig corpora collection: From 100 to 200 languages. En N. Calzolari K. Choukri T. Declerck M. Doğan B. Maegaard J. Mariani A. Moreno J. Odijk, y S. Piperidis, editores, Proceedings of the Eighth Interna… [find](https://scholar.google.com/scholar?q=Goldhahn%2C+D%2E%2C+T%2E+Eckart%2C+y+U%2E+Quasthoff%2E+2012%2E+Building+large+monolingual+dictionaries+at+the+Leipzig+corpora+collection%3A+From+100+to+200+languages%2E+En+N%2E+Calzolari+K%2E+Choukri+T%2E+Declerck+M%2E+Dog%CC%86an+B%2E) [our card](https://md.research.elamur.ai/free/papers/goldhahn-2012-building-large-monolingual-dictionaries-leipzig/)
31. Gonen, H., G. Jawahar, D. Seddah, y Y. Goldberg. 2021. Simple, interpretable and stable method for detecting words with usage change across corpora. arXiv preprint arXiv:2112.14330. [find](https://scholar.google.com/scholar?q=Gonen%2C+H%2E%2C+G%2E+Jawahar%2C+D%2E+Seddah%2C+y+Y%2E+Goldberg%2E+2021%2E+Simple%2C+interpretable+and+stable+method+for+detecting+words+with+usage+change+across+corpora%2E+arXiv+preprint+arXiv%3A2112%2E14330%2E)
32. Guerrero Ramos, G. 1995. Neologismos en el español actual. Arco/Libros. [find](https://scholar.google.com/scholar?q=Guerrero+Ramos%2C+G%2E+1995%2E+Neologismos+en+el+espan%CC%83ol+actual%2E+Arco%2FLibros%2E)
33. Guilbert, L. 1974. Grammaire générative et néologie lexicale. Langages, 36:34–44. [find](https://scholar.google.com/scholar?q=Guilbert%2C+L%2E+1974%2E+Grammaire+ge%CC%81ne%CC%81rative+et+ne%CC%81ologie+lexicale%2E+Langages%2C+36%3A34%E2%80%9344%2E)
34. Guilbert, L. 1975. La creativité lexicale. Larousse Université. [find](https://scholar.google.com/scholar?q=Guilbert%2C+L%2E+1975%2E+La+creativite%CC%81+lexicale%2E+Larousse+Universite%CC%81%2E)
35. Gulordava, K. y M. Baroni. 2011. A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus. En Proceedings of the GEMS 2011 workshop on geometrical models of natural language semantics, páginas 67–71. [find](https://scholar.google.com/scholar?q=Gulordava%2C+K%2E+y+M%2E+Baroni%2E+2011%2E+A+distributional+similarity+approach+to+the+detection+of+semantic+change+in+the+Google+Books+Ngram+corpus%2E+En+Proceedings+of+the+GEMS+2011+workshop+on+geometrical+mode)
36. Hamilton, W. L., J. Leskovec, y D. Jurafsky. 2016. Diachronic word embeddings reveal statistical laws of semantic change. arXiv preprint arXiv:1605.09096. [find](https://scholar.google.com/scholar?q=Hamilton%2C+W%2E+L%2E%2C+J%2E+Leskovec%2C+y+D%2E+Jurafsky%2E+2016%2E+Diachronic+word+embeddings+reveal+statistical+laws+of+semantic+change%2E+arXiv+preprint+arXiv%3A1605%2E09096%2E) [our card](https://md.research.elamur.ai/free/papers/hamilton-2016-diachronic-word-embeddings-reveal-statistical/)
37. Heyer, G., C. Kantner, A. Niekler, M. Overbeck, y G. Wiedemann. 2017. Modeling the dynamics of domain specific terminology in diachronic corpora. arXiv preprint arXiv:1707.03255, páginas 1–16. — [arXiv:1707.03255](https://arxiv.org/abs/1707.03255) [find](https://scholar.google.com/scholar?q=Heyer%2C+G%2E%2C+C%2E+Kantner%2C+A%2E+Niekler%2C+M%2E+Overbeck%2C+y+G%2E+Wiedemann%2E+2017%2E+Modeling+the+dynamics+of+domain+specific+terminology+in+diachronic+corpora%2E+arXiv+preprint+arXiv%3A1707%2E03255%2C+pa%CC%81ginas+1%E2%80%9316%2E+%E2%80%94+%5BarX)
38. Holeš, J. y Z. Honová. 2023. La métapho-re terminologique sur l’exemple des termes tchèques et français du domaine d’astronomie et d’astrophysique. Linguistica Silesiana, 44(2):109–120. [find](https://scholar.google.com/scholar?q=Holes%CC%8C%2C+J%2E+y+Z%2E+Honova%CC%81%2E+2023%2E+La+me%CC%81tapho%2Dre+terminologique+sur+l%E2%80%99exemple+des+termes+tche%CC%80ques+et+franc%CC%A7ais+du+domaine+d%E2%80%99astronomie+et+d%E2%80%99astrophysique%2E+Linguistica+Silesiana%2C+44%282%29%3A109%E2%80%93120%2E)
39. Kernighan, B. W. y D. M. Ritchie. 1991. El lenguaje de programación C. Pearson Educación. [find](https://scholar.google.com/scholar?q=Kernighan%2C+B%2E+W%2E+y+D%2E+M%2E+Ritchie%2E+1991%2E+El+lenguaje+de+programacio%CC%81n+C%2E+Pearson+Educacio%CC%81n%2E)
40. Kilgarriff, A. R., P. Rychly, P. Smrz, y D. Tugwell. 2004. The Sketch Engine. En G. Williams y S. Vessier, editores, Proceedings of the 11th EURALEX International Congress, páginas 105–116. Université de Bretagne Sud. [find](https://scholar.google.com/scholar?q=Kilgarriff%2C+A%2E+R%2E%2C+P%2E+Rychly%2C+P%2E+Smrz%2C+y+D%2E+Tugwell%2E+2004%2E+The+Sketch+Engine%2E+En+G%2E+Williams+y+S%2E+Vessier%2C+editores%2C+Proceedings+of+the+11th+EURALEX+International+Congress%2C+pa%CC%81ginas+105%E2%80%93116%2E+Universit)
41. Llanos, J. 2023. Aplicación de herramientas de extracción de términos para la de-finición de palabras clave especializadas en SARS-COV-2. Debate Terminológico. Nueva Época, 1(1):5–13. [find](https://scholar.google.com/scholar?q=Llanos%2C+J%2E+2023%2E+Aplicacio%CC%81n+de+herramientas+de+extraccio%CC%81n+de+te%CC%81rminos+para+la+de%2Dfinicio%CC%81n+de+palabras+clave+especializadas+en+SARS%2DCOV%2D2%2E+Debate+Terminolo%CC%81gico%2E+Nueva+E%CC%81poca%2C+1%281%29%3A5%E2%80%9313%2E)
42. Martı́, M. 2009. La discriminación de los sintagmas terminológicos en los glosarios especializados. Lingüı́stica Española Actual, 31:61–88. [find](https://scholar.google.com/scholar?q=Mart%C4%B1%CC%81%2C+M%2E+2009%2E+La+discriminacio%CC%81n+de+los+sintagmas+terminolo%CC%81gicos+en+los+glosarios+especializados%2E+Lingu%CC%88%C4%B1%CC%81stica+Espan%CC%83ola+Actual%2C+31%3A61%E2%80%9388%2E)
43. Martı́n, J. 2004. Los procesos neológicos del léxico cientı́fico. Esbozo de clasificación. Anuario de Estudios Filológicos, 17:157– 174. [find](https://scholar.google.com/scholar?q=Mart%C4%B1%CC%81n%2C+J%2E+2004%2E+Los+procesos+neolo%CC%81gicos+del+le%CC%81xico+cient%C4%B1%CC%81fico%2E+Esbozo+de+clasificacio%CC%81n%2E+Anuario+de+Estudios+Filolo%CC%81gicos%2C+17%3A157%E2%80%93+174%2E)
44. Meta. 2024. [https://www.llama.com.17-02-2025](https://www.llama.com.17-02-2025). [↗](https://www.llama.com.17-02-2025)
45. Llama. Con acceso: Montariol, S., M. Martinc, y L. Pivovarova. 2021. Scalable and interpretable semantic change detection. En Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, páginas 4642–4652. [find](https://scholar.google.com/scholar?q=Llama%2E+Con+acceso%3A+Montariol%2C+S%2E%2C+M%2E+Martinc%2C+y+L%2E+Pivovarova%2E+2021%2E+Scalable+and+interpretable+semantic+change+detection%2E+En+Proceedings+of+the+2021+Conference+of+the+North+American+Chapter+of+the+As)
46. Nazar, R. 2011. Neologı́a semántica: un enfoque desde la lingüı́stica cuantitativa. Seminario IULAterm. Disponible en: [http://tecling.com/nazar/111214nazar.pdf](http://tecling.com/nazar/111214nazar.pdf). [↗](http://tecling.com/nazar/111214nazar.pdf)
47. Nazar, R. 2023. Extensión, variación y ex-tensión del léxico español. En S. Torner P. Battaner, y I. Renau, editores, The Routledge Handbook of Spanish Lexicography. Routledge, páginas 204–218. [find](https://scholar.google.com/scholar?q=Nazar%2C+R%2E+2023%2E+Extensio%CC%81n%2C+variacio%CC%81n+y+ex%2Dtensio%CC%81n+del+le%CC%81xico+espan%CC%83ol%2E+En+S%2E+Torner+P%2E+Battaner%2C+y+I%2E+Renau%2C+editores%2C+The+Routledge+Handbook+of+Spanish+Lexicography%2E+Routledge%2C+pa%CC%81ginas+204%E2%80%93218%2E)
48. Nazar, R. y V. Vidal. 2010. Aproxi-mación Cuantitativa a la Neologı́a. En M. Cabré O. Domènech R. Estopà J. Freixa, y M. Lorente, editores, Actes del Congrés Internacional de Neologı́a en les Llengües Romàniques (CINEO). Institut de Lingüı́stica Aplicada/Universitat Pompeu Fabra, páginas 86… [find](https://scholar.google.com/scholar?q=Nazar%2C+R%2E+y+V%2E+Vidal%2E+2010%2E+Aproxi%2Dmacio%CC%81n+Cuantitativa+a+la+Neolog%C4%B1%CC%81a%2E+En+M%2E+Cabre%CC%81+O%2E+Dome%CC%80nech+R%2E+Estopa%CC%80+J%2E+Freixa%2C+y+M%2E+Lorente%2C+editores%2C+Actes+del+Congre%CC%81s+Internacional+de+Neolog%C4%B1%CC%81a+en+les+Lle)
49. Ollama. 2024. Ollama. [https://ollama.com](https://ollama.com). Con acceso: 17-02-2025. [↗](https://ollama.com)
50. Pottier Navarro, H. 1979. La néologie en espagnol contemporaine. Les Langues Néolatines, 229:148–172. [find](https://scholar.google.com/scholar?q=Pottier+Navarro%2C+H%2E+1979%2E+La+ne%CC%81ologie+en+espagnol+contemporaine%2E+Les+Langues+Ne%CC%81olatines%2C+229%3A148%E2%80%93172%2E)
51. Real Academia Española. 2024. Diccionario de la lengua española. 23.7 en lı́nea. [find](https://scholar.google.com/scholar?q=Real+Academia+Espan%CC%83ola%2E+2024%2E+Diccionario+de+la+lengua+espan%CC%83ola%2E+23%2E7+en+l%C4%B1%CC%81nea%2E)
52. Renau, I. 2023. A corpus-based study of semantic neology of the Covid-19 pandemic. Quaderns de Filologia: Estudis Lingüı́stics, 28:55–76. [find](https://scholar.google.com/scholar?q=Renau%2C+I%2E+2023%2E+A+corpus%2Dbased+study+of+semantic+neology+of+the+Covid%2D19+pandemic%2E+Quaderns+de+Filologia%3A+Estudis+Lingu%CC%88%C4%B1%CC%81stics%2C+28%3A55%E2%80%9376%2E)
53. Rey, A. 1976. Le néologisme: un pseudocon-cept? Cahiers de Lexicologie, (28):3–7. [find](https://scholar.google.com/scholar?q=Rey%2C+A%2E+1976%2E+Le+ne%CC%81ologisme%3A+un+pseudocon%2Dcept%3F+Cahiers+de+Lexicologie%2C+%2828%29%3A3%E2%80%937%2E)
54. Roelcke, T. 2018. Technical Terminology. En J. Humbley G. Budin, y C. Laurén, editores, Languages for Special Purposes: An International Handbook. De Gruyter Mouton, páginas 489–508. [find](https://scholar.google.com/scholar?q=Roelcke%2C+T%2E+2018%2E+Technical+Terminology%2E+En+J%2E+Humbley+G%2E+Budin%2C+y+C%2E+Laure%CC%81n%2C+editores%2C+Languages+for+Special+Purposes%3A+An+International+Handbook%2E+De+Gruyter+Mouton%2C+pa%CC%81ginas+489%E2%80%93508%2E)
55. Rondeau, G. 1984. Introduction à la terminologie. Gaëtan Morin. [find](https://scholar.google.com/scholar?q=Rondeau%2C+G%2E+1984%2E+Introduction+a%CC%80+la+terminologie%2E+Gae%CC%88tan+Morin%2E)
56. Sablayrolles, J. F. 1997. Néologismes: Une typologie des typologies. Cahier du CIEL, páginas 11–48. [find](https://scholar.google.com/scholar?q=Sablayrolles%2C+J%2E+F%2E+1997%2E+Ne%CC%81ologismes%3A+Une+typologie+des+typologies%2E+Cahier+du+CIEL%2C+pa%CC%81ginas+11%E2%80%9348%2E)
57. Sager, J. 1990. Practical Course in Terminology Processing. John Benjamins. [find](https://scholar.google.com/scholar?q=Sager%2C+J%2E+1990%2E+Practical+Course+in+Terminology+Processing%2E+John+Benjamins%2E)
58. Sagi, E., E. Kaufmann, y B. Clark. 2009. Semantic density analysis: Comparing word meaning across time and phonetic space. [find](https://scholar.google.com/scholar?q=Sagi%2C+E%2E%2C+E%2E+Kaufmann%2C+y+B%2E+Clark%2E+2009%2E+Semantic+density+analysis%3A+Comparing+word+meaning+across+time+and+phonetic+space%2E)
59. Santamarı́a, I. 2013. La representación de la neologı́a semántica en los diccionarios del español. Revista de Lexicografı́a, 19:139– 166. [find](https://scholar.google.com/scholar?q=Santamar%C4%B1%CC%81a%2C+I%2E+2013%2E+La+representacio%CC%81n+de+la+neolog%C4%B1%CC%81a+sema%CC%81ntica+en+los+diccionarios+del+espan%CC%83ol%2E+Revista+de+Lexicograf%C4%B1%CC%81a%2C+19%3A139%E2%80%93+166%2E)
60. Santamarı́a, J. y M. Krallinger. 2018. Cons-trucción de recursos terminológicos médi-cos para el español: el sistema de extrac-ción de términos CUTEXT y los reposi-torios de términos biomédicos. Procesamiento del Lenguaje Natural, 61:49–56. [find](https://scholar.google.com/scholar?q=Santamar%C4%B1%CC%81a%2C+J%2E+y+M%2E+Krallinger%2E+2018%2E+Cons%2Dtruccio%CC%81n+de+recursos+terminolo%CC%81gicos+me%CC%81di%2Dcos+para+el+espan%CC%83ol%3A+el+sistema+de+extrac%2Dcio%CC%81n+de+te%CC%81rminos+CUTEXT+y+los+reposi%2Dtorios+de+te%CC%81rminos+biome%CC%81dico)
61. Sanz, G. 2008. Traducción de textos de Ciencias Humanas: problemas terminológicos. [find](https://scholar.google.com/scholar?q=Sanz%2C+G%2E+2008%2E+Traduccio%CC%81n+de+textos+de+Ciencias+Humanas%3A+problemas+terminolo%CC%81gicos%2E)
62. En L. Pegenaute J. Decesaris M. Tricás, y E. Bernal, editores, Actas del III Congreso Internacional de la Asociación Ibérica de Estudios de Traducción e Interpretación, páginas 1–11. [find](https://scholar.google.com/scholar?q=En+L%2E+Pegenaute+J%2E+Decesaris+M%2E+Trica%CC%81s%2C+y+E%2E+Bernal%2C+editores%2C+Actas+del+III+Congreso+Internacional+de+la+Asociacio%CC%81n+Ibe%CC%81rica+de+Estudios+de+Traduccio%CC%81n+e+Interpretacio%CC%81n%2C+pa%CC%81ginas+1%E2%80%9311%2E)
63. Seco, M. 1989. Gramática esencial del es-pañol. Introducción al estudio de la lengua. Espasa-Calpe. [find](https://scholar.google.com/scholar?q=Seco%2C+M%2E+1989%2E+Grama%CC%81tica+esencial+del+es%2Dpan%CC%83ol%2E+Introduccio%CC%81n+al+estudio+de+la+lengua%2E+Espasa%2DCalpe%2E)
64. Straka, M. y J. Straková. 2017. Tokenizing, pos tagging, lemmatizing and parsing ud 2.0 with udpipe. En Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, páginas 88–99. Association for Computational Linguistics. [find](https://scholar.google.com/scholar?q=Straka%2C+M%2E+y+J%2E+Strakova%CC%81%2E+2017%2E+Tokenizing%2C+pos+tagging%2C+lemmatizing+and+parsing+ud+2%2E0+with+udpipe%2E+En+Proceedings+of+the+CoNLL+2017+Shared+Task%3A+Multilingual+Parsing+from+Raw+Text+to+Universal+Depe) [our card](https://md.research.elamur.ai/free/papers/ud-2017-straka-tokenizing-pos-tagging-lemmatizing-parsing/)
65. Sánchez, M. C. 2009. Procedimientos trópicos en la neologı́a semántica: sistematici-dad y creatividad. Revista de investiga-ción lingüı́stica, 12:1139–1146. [find](https://scholar.google.com/scholar?q=Sa%CC%81nchez%2C+M%2E+C%2E+2009%2E+Procedimientos+tro%CC%81picos+en+la+neolog%C4%B1%CC%81a+sema%CC%81ntica%3A+sistematici%2Ddad+y+creatividad%2E+Revista+de+investiga%2Dcio%CC%81n+lingu%CC%88%C4%B1%CC%81stica%2C+12%3A1139%E2%80%931146%2E)
66. Tahmasebi, N., L. Borin, y A. Jatowt. 2021. Survey of computational approaches to lexical semantic change detection. Computational approaches to semantic change, 6(1):1–56. [find](https://scholar.google.com/scholar?q=Tahmasebi%2C+N%2E%2C+L%2E+Borin%2C+y+A%2E+Jatowt%2E+2021%2E+Survey+of+computational+approaches+to+lexical+semantic+change+detection%2E+Computational+approaches+to+semantic+change%2C+6%281%29%3A1%E2%80%9356%2E)
67. Tang, X. 2018. A state-of-the-art of semantic change computation. Natural Language Engineering, 24(5):649–676. [find](https://scholar.google.com/scholar?q=Tang%2C+X%2E+2018%2E+A+state%2Dof%2Dthe%2Dart+of+semantic+change+computation%2E+Natural+Language+Engineering%2C+24%285%29%3A649%E2%80%93676%2E)
68. Torres Rivera, A. 2020. Detección y extrac-ción de neologismos semánticos especializados: un acercamiento mediante clasifica-ción automática de documentos y estrategias de aprendizaje profundo. Tesis doctoral, Universitat Pompeu Fabra. [find](https://scholar.google.com/scholar?q=Torres+Rivera%2C+A%2E+2020%2E+Deteccio%CC%81n+y+extrac%2Dcio%CC%81n+de+neologismos+sema%CC%81nticos+especializados%3A+un+acercamiento+mediante+clasifica%2Dcio%CC%81n+automa%CC%81tica+de+documentos+y+estrategias+de+aprendizaje+profundo%2E+T)
69. Ullmann, S. 1965. Semántica: Introducción a la ciencia del significado. Ediciones Aguilar S.A. [find](https://scholar.google.com/scholar?q=Ullmann%2C+S%2E+1965%2E+Sema%CC%81ntica%3A+Introduccio%CC%81n+a+la+ciencia+del+significado%2E+Ediciones+Aguilar+S%2EA%2E)
70. Yao, Z., Y. Sun, W. Ding, N. Rao, y H. Xiong. 2018. Dynamic word embeddings for evolving semantic discovery. En Proceedings of the eleventh acm international conference on web search and data mining, páginas 673–681. [find](https://scholar.google.com/scholar?q=Yao%2C+Z%2E%2C+Y%2E+Sun%2C+W%2E+Ding%2C+N%2E+Rao%2C+y+H%2E+Xiong%2E+2018%2E+Dynamic+word+embeddings+for+evolving+semantic+discovery%2E+En+Proceedings+of+the+eleventh+acm+international+conference+on+web+search+and+data+mining%2C+)