Personal profile
Qualifications
PhD in Computer Science
Research Interests
My research interest are Natural Language Processing, Computational Linguistics, and Machine Learning for language technologies. I also use Cybernetics to interroga technology development and adoption, in particular the impact of language technology is sociaty.
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Collaborations and top research areas from the last five years
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Transfer learning for hate speech detection in social media
Yuan, L., Wang, T., Ferraro, G., Suominen, H. & Rizoiu, M. A., Oct 2023, In: Journal of Computational Social Science. 6, 2, p. 1081-1101 21 p.Research output: Contribution to journal › Article › peer-review
Open Access40 Citations (Scopus) -
Learning to Continually Learn Rapidly from Few and Noisy Data
I-Hsien Kuo, N., Harandi, M., Fourrier, N., Walder, C., Ferraro, G. & Suominen, H., 2021, In: Proceedings of Machine Learning Research. 140, p. 65-76 12 p.Research output: Contribution to journal › Conference article › peer-review
2 Citations (Scopus) -
Natural Language Processing Techniques for Normative Mining
Ferraro, G. & Lam, H.-P., May 2021, In: IfCoLoG Journal of Logics and their Applications. 8, 4, p. 941-974 34 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Plastic and Stable Gated Classifiers for Continual Learning
Kuo, N. I. H., Harandi, M., Fourrier, N., Walder, C., Ferraro, G. & Suominen, H., 1 Sept 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. IEEE Computer Society, p. 3548-3553 6 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review
2 Citations (Scopus) -
An Input Residual Connection for Simplifying Gated Recurrent Neural Networks
Kuo, N. I. H., Harandi, M., Fourrier, N., Walder, C., Ferraro, G. & Suominen, H., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9207238. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review
3 Citations (Scopus)
Activities
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Learning Experience: Leading AI Futures with DEWR
Meares, A. (Contributor), Ferraro, G. (Contributor), Biedermann, T. (Contributor), Okai-Ugbaje, S. (Contributor) & Aloise King King, E. (Contributor)
18 Aug 2025 → 19 Aug 2025Activity: Professional Engagements › Continuing Professional Development - development/presentation of external courses
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LX Decoding AI: Services Australia
Holt, M. (Speaker), Ferraro, G. (Speaker) & Hong, S. (Speaker)
17 Mar 2025Activity: Events with specialised audiences › Contribution to workshop, seminar, course
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ALTA - Australasian Language Technology Workshop
Ferraro, G. (Speaker)
2 Jan 2025Activity: Events with specialised audiences › Contribution to workshop, seminar, course
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Leading AI Futures with Telstra 1.5-day LX
Biedermann, T. (Contributor), Gould, M. (Contributor), Ferraro, G. (Contributor), Daniell, K. (Contributor), Meares, A. (Contributor) & Aloise King King, E. (Contributor)
12 Nov 2024 → 13 Nov 2024Activity: Professional Engagements › Continuing Professional Development - development/presentation of external courses
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LX Leading AI: Services Australia
Meares, A. (Contributor), Ferraro, G. (Contributor), Herrington, J. (Contributor), Gould, M. (Contributor), Thornton, A. (Contributor), Feldman, H. (Contributor), Holt, M. (Contributor) & Aloise King, E. (Contributor)
24 Jun 2024 → 25 Jun 2024Activity: Professional Engagements › Continuing Professional Development - development/presentation of external courses
Prizes
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Transdisciplinary Teaching Award
Biedermann, T. (Recipient), Meares, A. (Recipient), Swift, B. (Recipient), Cooney, C. (Recipient), Aloise King, E. (Recipient), Ferraro, G. (Recipient), Feldman, H. (Recipient), Perriam, J. (Recipient), Herrington, J. (Recipient), Daniell, K. (Recipient), Gould, M. (Recipient), Holt, M. (Recipient), Wong, P. (Recipient), Okai-Ugbaje, S. (Recipient), Hong, S. (Recipient) & Daniell, K. (Recipient), May 2026
Prize: Prizes and Awards