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Imke van Heerden

3 papers hereh-index 3154 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL3

identity via Semantic Scholar / OpenAlex

most citedExploring Transformers in Natural Language Generation: GPT, BERT, and XLNet

20 citations · 24 across the 3 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2024★ 2 cited

A Perspective on Literary Metaphor in the Context of Generative AI

Imke van Heerden, Anil Bas

At the intersection of creative text generation and literary theory, this study explores the role of literary metaphor and its capacity to generate a range of meanings. In this reg…

cs.CL2021★ 2 cited

AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation

Imke van Heerden, Anil Bas

This paper proposes a generative language model called AfriKI. Our approach is based on an LSTM architecture trained on a small corpus of contemporary fiction. With the aim of prom…

cs.CL2021★ 20 cited

Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet

M. Onat Topal, Anil Bas, Imke van Heerden

Recent years have seen a proliferation of attention mechanisms and the rise of Transformers in Natural Language Generation (NLG). Previously, state-of-the-art NLG architectures suc…

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