Papers by Yan Weiser
Using Game Play to Investigate Multimodal and Conversational Grounding in Large Multimodal Models (2025.coling-main)
Copied to clipboard
Sherzod Hakimov, Yerkezhan Abdullayeva, Kushal Koshti, Antonia Schmidt, Yan Weiser, Anne Beyer, David Schlangen
| Challenge: | Existing evaluation paradigms for text-only models are largely limited to a limited number of tasks and require little or no data and training cost. |
| Approach: | They propose to use a game-based evaluation paradigm to evaluate multimodal models by a goal-oriented game (self) play. |
| Outcome: | The proposed evaluation paradigm is more efficient than current methods for text-only models and is more cost-effective than existing methods. |