Multimodal

We present an overview of the MM-ArgFallacy2025 shared task on Multimodal Argumentative Fallacy Detection and Classification in Political Debates, co-located with the 12th Workshop on Argument Mining at ACL 2025.

We propose MAMKit, an open, publicly available, PyTorch toolkit that consolidates datasets and models, providing a standardized platform for experimentation.

We propose multimodal argument mining for argumentative fallacy classification in political debates.

We propose a study on multimodal argument mining in the domain of political debates