arXiv Open Access 2024

Towards an Analysis of Discourse and Interactional Pragmatic Reasoning Capabilities of Large Language Models

Amelie Robrecht Judith Sieker Clara Lachenmaier Sina Zarieß Stefan Kopp

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Abstrak

In this work, we want to give an overview on which pragmatic abilities have been tested in LLMs so far and how these tests have been carried out. To do this, we first discuss the scope of the field of pragmatics and suggest a subdivision into discourse pragmatics and interactional pragmatics. We give a non-exhaustive overview of the phenomena of those two subdomains and the methods traditionally used to analyze them. We subsequently consider the resulting heterogeneous set of phenomena and methods as a starting point for our survey of work on discourse pragmatics and interactional pragmatics in the context of LLMs.

Topik & Kata Kunci

cs.CL

Penulis (5)

Amelie Robrecht

Judith Sieker

Clara Lachenmaier

Sina Zarieß

Stefan Kopp

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APA MLA BibTeX

Robrecht, A., Sieker, J., Lachenmaier, C., Zarieß, S., Kopp, S. (2024). Towards an Analysis of Discourse and Interactional Pragmatic Reasoning Capabilities of Large Language Models. https://arxiv.org/abs/2408.03074

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Informasi Jurnal

Tahun Terbit: 2024
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓