Understanding Alignment in Multimodal LLMs: A Comprehensive Study

Preference alignment has become a crucial component in enhancing the performance of Large Language Models (LLMs), yet its impact in Multimodal Large Language Models (MLLMs) remains comparatively underexplored. Similar to language models, MLLMs for image understanding tasks encounter challenges like...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Amirloo, Elmira, Fauconnier, Jean-Philippe, Roesmann, Christoph, Kerl, Christian, Boney, Rinu, Qian, Yusu, Wang, Zirui, Dehghan, Afshin, Yang, Yinfei, Gan, Zhe, Grasch, Peter
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!