Papers by Larissa Koch
Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks? (2025.findings-acl)
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| Challenge: | Existing models are unable to resolve references to abstract visual stimuli, such as color patches and color grids, but their pragmatic capabilities are still a challenge for state-of-the-art MLLMs. |
| Approach: | They investigate whether multimodal large language models are able to resolve references to abstract visual stimuli, such as color patches and color grids, in a well-known reference resolution paradigm. |
| Outcome: | The proposed model can resolve references to abstract visual stimuli in dyadic reference games. |