Towards an Analysis of Discourse and Interactional Pragmatic Reasoning Capabilities of Large Language Models
<|reference_start|>Towards an Analysis of Discourse and Interactional Pragmatic Reasoning Capabilities of Large Language Models: 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.<|reference_end|>
@article{robrecht2024towards,
    title={Towards an Analysis of Discourse and Interactional Pragmatic Reasoning
  Capabilities of Large Language Models},
    author={Amelie Robrecht, Judith Sieker, Clara Lachenmaier, Sina Zarie{ss},
  Stefan Kopp},
    journal={arXiv preprint arXiv:2408.03074},
    year={2024},
    archivePrefix={arXiv},
    eprint={2408.03074},
    primaryClass={cs.CL}
}