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Proceedings of Learning Non-Literal Expressions with Small Data @ LREC 2026

LREC 2026 Workshop

Palma, Mallorca, Spain 11 - 16 May 2026 11 papers
DOI:10.63317/24t598e89qez
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01

Challenges in Japanese Euphemism Classification: An Analysis of Pretrained Japanese and Multilingual Models

Noriko Takahashi, Whitney Poh, Libby Barak, JIng Peng, Anna Feldman

pp. 1-11 DOI: 10.63317/234ssv2bkqd2
02

Steering Pragmatic Interpretation in LLMs: A Diagnostic Evaluation of Few-Shot and Reasoning-Based Prompting for Indirect Speech Acts.

Massimiliano Orsini, Dominique Brunato

pp. 12-20 DOI: 10.63317/49dfcg89tqms
03

Injecting Structured Lexicographic Knowledge into LLMs for Non-Literal Expression Disambiguation: A Controlled Study on Croatian

Slobodan Beliga, Ivana Filipović Petrović, Ana Meštrović

pp. 21-30 DOI: 10.63317/4s8wcqht63fc
04

Metaphor Identification in Spanish Oncological Discourse: The Role of Explicit Meaning in Low-Resource Settings

Lucia Pitarch, Jordi Bernad, Gemma Bel-Enguix

pp. 31-39 DOI: 10.63317/2hvq7fqourt3
05

Exploring Detection of Complex, Non-Literal Expressions of Cultural Motifs

Ibrahim H. Alyami, Mark A. Finlayson

pp. 40-50 DOI: 10.63317/5k3zd3uhq2un
06

Artful Writing, Authentic Emotions: Distinguishing Human-Written from LLM-Generated Metaphors by Annotation and Classification

Michaela Regneri, Nooshin Aghajari, Thomas Kroedel

pp. 51-76 DOI: 10.63317/2q6dt9in7fm5
07

Creation and Validation of a Monolingual Spanish NLI Dataset for Metaphor Interpretation via Model-in-the-Loop

Alec Sanchez-Montero, Gemma Bel-Enguix, SERGIO LUIS OJEDA TRUEBA

pp. 77-87 DOI: 10.63317/3j5ogzih7uuv
08

A Hybrid Architecture for Metonymy Detection in Marathi

Pratibha Dongare

pp. 88-92 DOI: 10.63317/2bzqzucjzbuo
09

Contextualising (Im)plausible Events Triggers Figurative Language

Annerose Eichel, Tonmoy Rakshit, Sabine Schulte im Walde

pp. 93-105 DOI: 10.63317/2pkwrv8nzft9
10

A Novel Dataset and Three Ways to Approach Automatic Metaphor Detection in German Religious Online Forums

Sebastian Reimann, Tatjana Scheffler

pp. 106-118 DOI: 10.63317/5n9kbko8vezs
11

Decomposing Creativity: Two Small Datasets Combining Originality Ratings and Metaphor Annotations

Emilie Sitter, Sina Zarrieß, Omar Momen, Berenike Herrmann

pp. 119-132 DOI: 10.63317/486rgpcgguib

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