Publications

  • Sarvazyan, A. M., González, J., Franco-Salvador. (2024). TextMachina: Seamless Generation of Machine-Generated Text Datasets*. arXiv:2401.03946. [paper] [code]
  • Sarvazyan, A. M., González, J., Franco-Salvador, M., Rangel, F., Chulvi, B., & Rosso, P. (2023). Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains. Procesamiento Del Lenguaje Natural, 71, 275-288. [paper] [code] [🤗 dataset]
  • Sarvazyan, A. M., González, J. Á., Rosso, P., Franco-Salvador, M. (2023). Supervised Machine-Generated Text Detectors: Family and Scale Matters. In: Arampatzis, A., et al. Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2023. Lecture Notes in Computer Science, vol 14163. Springer, Cham. [paper] [slides] [code]
  • Tamayo, R. L., Sarvazyan, A. M. (2023). Reshape or Update? Metric Learning and Fine-tuning for Low-Resource Influencer Profiling. Working Notes of PAN at CLEF2023. [paper] [slides]

Talks

  • Sarvazyan, A. M. (2023). AuTexTification 2023 and more: Detection and Attribution of Machine-Generated Text in Multiple Domains. humain OU PaS humain (hOUPSh) at Conférence en Recherche d’Information et Applications, Conférence sur le Traitement Automatique des Langues Naturelles (CORIA-TALN). [slides]

Theses

  • Master’s: Sarvazyan, A. M. (2023). Machine-Generated Text Detection and Attribution. Universitat Politècnica de València. [thesis]
  • Bachelor’s: Sarvazyan, A. M. (2022). Streaming Neural Machine Translation Systems from European languages into English. Universitat Politècnica de València. [thesis]