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  1. To What Extent Do Large Language Models Understand Bangla Idioms?

    Sep 3, 2026Mousumi Akter, Md. Faiyaz Abdullah Sayeedi, Nurul Labib Sayeedi +1IdiomLarge Language Model Benchmarks

    Technical University Dortmund · Research Center Trustworthy Data Science and Security · BRAC University +1

  2. Accurate but Natural? Diagnosing Grammatical and Idiomatic Gaps in Japanese EFL Writing

    Aug 10, 2026Steve Woollaston, Brendan Flanagan, Hiroaki OgataGrammaticalityIdiom

    1Academic Center for Computing and Media Studies, Kyoto University · College of Information Science and Engineering, Ritsumeikan University · 1Kyoto University

  3. Beyond "AI Language": The case for the idiolectal nature of LLM output

    Aug 6, 2026Karolina Rudnicka, Thomas Stephan JuzekLinguisticsStylometric

    Faculty of Languages, University of Gdańsk, Poland · Department of Scientific Computing, Florida State University, United States

  4. Conceptual Networks for Cross-Linguistic Idiomatic Expressions: A Feature-Based Graph Approach

    Jul 10, 2026Kiran Pala, Punam Silu, Luxin YuIdiomMetaphors

    University of Eastern Finland, Finland · Indian Institute of Technology Ropar, India

  5. G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment

    Jun 17, 2026Fengying Ye, Yanming Sun, Runzhe Zhan +3IdiomProxy Benchmarks

    NLP2CT Lab, Department of Computer and Information Science, University of Macau · Faculty of Arts and Humanities, University of Macau

  6. Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning

    Jun 2, 2026Maggie Mi, Golzar Atefi, Atsuki Yamaguchi +3IdiomSyntactic Structure

    University of Sheffield · Berliner Hochschule für Technik (BHT) · University of Exeter +1

  7. Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages

    Jun 1, 2026Saeed Almheiri, Bilal Elbouardi, Salsabila Zahirah Pranida +16IdiomLow-Resource Languages

    1Mohamed bin Zayed University of Artificial Intelligence · University of Hamburg · 3Manipal University +4

  8. When Meaning Travels: A Granular Lens on Hybrid-MoE's Role in Idiomatic Understanding for Language Models

    Jun 1, 2026Sarmistha Das, Vaibhav Vishal, Shreyas Guha +3IdiomMultilingual Language Models

    Department of Computer Science and Engineering, Indian Institute of Technology Patna, India · School of Information Technology, King Mongkut’s Institute of Technology Ladkrabang, Thailand

  9. A Data-Driven Approach to Idiomaticity Based on Experts' Criteria in Theoretical Linguistics

    May 19, 2026Elena Mikhalkova, Anastasiya Vishnyakova, Anastasiya Drozdova +3IdiomGrammaticality

    Tyumen State University, Volodarskogo, 6, Tyumen, Russia · Aston University, Aston St, Birmingham B4 7ET, Great Britain

  10. Where do aspectual variants of light verb constructions belong?

    May 11, 2026Aggeliki Fotopoulou, Eric Laporte, Takuya NakamuraIdiomStemming

    ILSP, Athena RC · 15125, Marousi, Greece · LIGM, Univ Gustave Eiffel, CNRS, ESIEE Paris +1

  11. Assessing Cognitive Effort in L2 Idiomatic Processing: An Eye-Tracking Dataset

    May 6, 2026Eduardo Santos, Juliana Carvalho, César Rennó-CostaEye TrackingIdiom

    Federal University of Rio Grande do Norte (UFRN), Brazil

  12. IdiomX A Multilingual Benchmark for Idiom Understanding, Retrieval, and Interpretation

    Apr 25, 2026Ayman Ali ShararaIdiomMultilingual Benchmark

    MSc Data Science & Machine Learning (SPOC S21) Data ScienceTech Institute (DSTI)

  13. Evaluating Large Language Models on Urdu Idioms

    Oct 20, 2025Muhammad Farmal Khan, Mousumi AkterUrduIdiom

    Technical University Dortmund · Research Center Trustworthy Data Science and Security