most citedHow to Adapt Pre-trained Vision-and-Language Models to a Text-only Input?

2 citations · 2 across the 3 of their papers we have counts for

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3 papers

cs.CL2022★ 2 cited

How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input?

Lovisa Hagström, Richard Johansson

Current language models have been criticised for learning language from text alone without connection between words and their meaning. Consequently, multimodal training has been pr…

cs.CL2022

What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge

Lovisa Hagström, Richard Johansson

There are limitations in learning language from text alone. Therefore, recent focus has been on developing multimodal models. However, few benchmarks exist that can measure what la…

cs.CL2021

Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it?

Tobias Norlund, Lovisa Hagström, Richard Johansson

Large language models are known to suffer from the hallucination problem in that they are prone to output statements that are false or inconsistent, indicating a lack of knowledge.…