Papers by Lilitta Muradjan
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena (2022.acl-long)
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| Challenge: | Current models have difficulty addressing most phenomena, despite performance gains on many V&L tasks. |
| Approach: | They propose a benchmark for testing general-purpose pretrained vision and language models for their visio-linguistic grounding capabilities on specific linguistic phenomena. |
| Outcome: | The proposed model can be used to evaluate models on linguistic phenomena in the visual modality. |