2 citations · 2 across the 14 of their papers we have counts for
4 papers · 1 filter
Mitigating Open-Vocabulary Caption Hallucinations
Assaf Ben-Kish, Moran Yanuka, Morris Alper +2
While recent years have seen rapid progress in image-conditioned text generation, image captioning still suffers from the fundamental issue of hallucinations, namely, the generatio…
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models
Morris Alper, Hadar Averbuch-Elor
Although the mapping between sound and meaning in human language is assumed to be largely arbitrary, research in cognitive science has shown that there are non-trivial correlations…
Learning Human-Human Interactions in Images from Weak Textual Supervision
Morris Alper, Hadar Averbuch-Elor
Interactions between humans are diverse and context-dependent, but previous works have treated them as categorical, disregarding the heavy tail of possible interactions. We propose…
Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding
Morris Alper, Michael Fiman, Hadar Averbuch-Elor
Most humans use visual imagination to understand and reason about language, but models such as BERT reason about language using knowledge acquired during text-only pretraining. In…