V-FLUTE: Visual Figurative Language Understanding with Textual Explanations

A Saakyan, S Kulkarni, T Chakrabarty… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Vision-Language models (VLMs) have demonstrated strong reasoning capabilities in
tasks requiring a fine-grained understanding of literal images and text, such as visual …

Meta4XNLI: A Crosslingual Parallel Corpus for Metaphor Detection and Interpretation

E Sanchez-Bayona, R Agerri - arXiv preprint arXiv:2404.07053, 2024 - arxiv.org
Metaphors, although occasionally unperceived, are ubiquitous in our everyday language.
Thus, it is crucial for Language Models to be able to grasp the underlying meaning of this …

FigCLIP: A Generative Multimodal Model with Bidirectional Cross-attention for Understanding Figurative Language via Visual Entailment

Q Yang, X Wang - Proceedings of the 4th Workshop on Figurative …, 2024 - aclanthology.org
This is a system paper for the FigLang-2024 Multimodal Figurative Language Shared Task.
Figurative language is generally represented through multiple modalities, facilitating the …

A Report on the FigLang 2024 Shared Task on Multimodal Figurative Language

S Kulkarni, A Saakyan, T Chakrabarty… - Proceedings of the 4th …, 2024 - aclanthology.org
We present the outcomes of the Multimodal Figurative Language Shared Task held at the
4th Workshop on Figurative Language Processing (FigLang 2024) co-located at NAACL …

Neural Metaphor Detection for Slovene

M Klemen, M Robnik-Šikonja - CLARIN Annual Conference, 2023 - ecp.ep.liu.se
Metaphors are linguistic expressions using comparison with another concept to potentially
improve the language expressivity. Due to relevant downstream applications, metaphor …