We are pleased to announce the online workshop "Large Language METAPHORS: New 
Trends in Computational Approaches to Metaphorical Expressions", to be held on 
5th March, organised by the Neurolinguistics and Experimental Pragmatics 
Laboratory (NEPLab) and supported by the ERC project “PROcessing MEtaphors: 
Neurochronometry, Acquisition and DEcay” (PROMENADE).
The workshop adopts an interdisciplinary perspective, bringing together 
linguistics, computational linguistics, and psycholinguistics. It will 
investigate how Large Language Models (LLMs) can be used for the detection, 
interpretation, mapping, and evaluation of metaphors across languages. 
Particular attention will also be given to aligning computational models with 
human cognitive data, as well as to the use of metaphorical language as a means 
of probing the linguistic capabilities of LLMs.

Talk lineup: 
-       Using Large Language Models to Identify Metaphorical Expressions in Text
Matteo Fuoli, Weihang Huang, Jeannette Littlemore, Sarah Turner, Ellen Wilding 
-       Language Models and the Magic of Metaphor, Revisited: A Comparative 
Evaluation of Italian Baby and Large Language Model with Human Interpretations
Simone Mazzoli, Alice Suozzi, Gianluca E. Lebani
-       A Novel Metaphor Dataset of Toxic Posts from Christian Subreddits
Sebastian Reimann, Tatjana Scheffler
-       Exploring Metaphors in LLMs with a Human-Centric and Culture-Aware 
Approach
Bolette S. Pedersen, Ali Basirat, Alberto Parola, Sussi Olsen
-       Commonsense Reasoning for Automatic Metaphor Elaboration: A Conceptual 
Combination Approach
Antonio Lieto, Gian Luca Pozzato, Stefano Zoia
-       HUMMUS: a Dataset of Humorous Multimodal Metaphor Use
Xiaoyu Tong, Zhi Zhang, Pia Sommerauer, Martha Lewis, Ekaterina Shutova
-       Participants and Models: the Role of LLMs in Psycholinguistic 
Approaches to Metaphor
Veronica Mangiaterra, Hamad Al-Azary, Chiara Barattieri di San Pietro, Paolo 
Canal, Valentina Bambini
-       MetaMap – Mapping Metaphors Across Languages and Cultures
Ginevra Martinelli, Chiara Barattieri di San Pietro, Maddalena Bressler, 
Veronica Mangiaterra, Valentina Bambini

The workshop will be fully online and free of charge, but registration is 
required.

For registration and further information:
•       Workshop website: https://www.neplab.it/large_language_metaphors_home/
•       Email: [email protected]

Organizing Committee:
Valentina Bambini 
Chiara Barattieri di San Pietro
Veronica Mangiaterra
Ginevra Martinelli
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