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cs.CL2025
o-MEGA: Optimized Methods for Explanation Generation and Analysis
Ľuboš Kriš, Jaroslav Kopčan, Qiwei Peng +3
The proliferation of transformer-based language models has revolutionized NLP domain while simultaneously introduced significant challenges regarding model transparency and trustwo…
cs.CL2024
Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided Masking
Ivana Beňová, Jana Košecká, Michal Gregor +3
The dominant probing approaches rely on the zero-shot performance of image-text matching tasks to gain a finer-grained understanding of the representations learned by recent multim…