Publications

You can also find my articles on my Google Scholar profile.

Prompt Tuning Discriminative Language Models for Hierarchical Text Classification

Published in Natural Language Processing

Recommended citation: du Toit, J. and Dunaiski, M. Prompt tuning discriminative language models for hierarchical text classification. Natural Language Processing https://doi.org/10.1017/nlp.2024.51
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Hierarchical Text Classification with Transformer-based Language Models

Published in Stellenbosch University

Recommended citation: du Toit, J. (2024). Hierarchical Text Classification with Transformer-based Language Models. https://scholar.sun.ac.za/items/0eb2b468-ca45-402b-ab23-5632230fb8d3
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Hierarchical Text Classification using Language Models with Global Label-wise Attention Mechanisms

Published in Artificial Intelligence Research. SACAIR 2023. Communications in Computer and Information Science, vol 1976.

Recommended citation: du Toit, J., Dunaiski, M. (2023). Hierarchical Text Classification Using Language Models with Global Label-Wise Attention Mechanisms. In: Pillay, A., Jembere, E., J. Gerber, A. (eds) Artificial Intelligence Research. SACAIR 2023. Communications in Computer and Information Science, vol 1976. Springer, Cham. https://doi.org/10.1007/978-3-031-49002-6_18
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Jaco du Toit

Publications

Prompt Tuning Discriminative Language Models for Hierarchical Text Classification

Hierarchical Text Classification with Transformer-based Language Models

Hierarchical Text Classification using Language Models with Global Label-wise Attention Mechanisms