Grounding or guesswork? large language models are presumptive grounders

O Shaikh, K Gligorić, A Khetan, M Gerstgrasser… - arXiv preprint arXiv …, 2023 - arxiv.org
Effective conversation requires common ground: a shared understanding between the
participants. Common ground, however, does not emerge spontaneously in conversation …

Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models

J Chiyah-Garcia, A Suglia, A Eshghi - arXiv preprint arXiv:2409.14247, 2024 - arxiv.org
In dialogue, the addressee may initially misunderstand the speaker and respond
erroneously, often prompting the speaker to correct the misunderstanding in the next turn …