Metaphorian: Leveraging large language models to support extended metaphor creation for science writing

J Kim, S Suh, LB Chilton, H **a - … of the 2023 ACM Designing Interactive …, 2023 - dl.acm.org
Science writers commonly use extended metaphors to communicate unfamiliar concepts in
a more accessible way to a wider audience. However, creating metaphors for science …

MelBERT: Metaphor detection via contextualized late interaction using metaphorical identification theories

M Choi, S Lee, E Choi, H Park, J Lee, D Lee… - arxiv preprint arxiv …, 2021 - arxiv.org
Automated metaphor detection is a challenging task to identify metaphorical expressions of
words in a sentence. To tackle this problem, we adopt pre-trained contextualized models …

Metaphoria: An algorithmic companion for metaphor creation

KI Gero, LB Chilton - Proceedings of the 2019 CHI conference on human …, 2019 - dl.acm.org
Creative writing, from poetry to journalism, is at the crux of human ingenuity and social
interaction. Existing creative writing support tools produce entire passages or fully formed …

Metaphors in voice user interfaces: a slippery fish

S Desai, M Twidale - ACM Transactions on Computer-Human Interaction, 2023 - dl.acm.org
We explore a range of different metaphors used for Voice User Interfaces (VUIs) by
designers, end-users, manufacturers, and researchers using a novel framework derived …

IMPLI: Investigating NLI models' performance on figurative language

K Stowe, P Utama, I Gurevych - … of the 60th Annual Meeting of the …, 2022 - aclanthology.org
Natural language inference (NLI) has been widely used as a task to train and evaluate
models for language understanding. However, the ability of NLI models to perform …

MERMAID: Metaphor generation with symbolism and discriminative decoding

T Chakrabarty, X Zhang, S Muresan, N Peng - arxiv preprint arxiv …, 2021 - arxiv.org
Generating metaphors is a challenging task as it requires a proper understanding of abstract
concepts, making connections between unrelated concepts, and deviating from the literal …

Automatic scoring of metaphor creativity with large language models

PV DiStefano, JD Patterson… - Creativity Research …, 2024 - Taylor & Francis
Metaphor is crucial in human cognition and creativity, facilitating abstract thinking,
analogical reasoning, and idea generation. Typically, human raters manually score the …

Metaclue: Towards comprehensive visual metaphors research

AR Akula, B Driscoll, P Narayana… - Proceedings of the …, 2023 - openaccess.thecvf.com
Creativity is an indispensable part of human cognition and also an inherent part of how we
make sense of the world. Metaphorical abstraction is fundamental in communicating creative …

A report on the 2020 VUA and TOEFL metaphor detection shared task

CW Leong, BB Klebanov, C Hamill… - Proceedings of the …, 2020 - aclanthology.org
In this paper, we report on the shared task on metaphor identification on VU Amsterdam
Metaphor Corpus and on a subset of the TOEFL Native Language Identification Corpus. The …

A report on the 2018 VUA metaphor detection shared task

CW Leong, BB Klebanov, E Shutova - Proceedings of the …, 2018 - aclanthology.org
As the community working on computational approaches to figurative language is growing
and as methods and data become increasingly diverse, it is important to create widely …