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Martha Lewis

Martha Lewis has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Idioms & multiword expressions; often with Edwin Simpson, Ekaterina Shutova, Rochelle Choenni.

2 papers in our library · 2024–2026

OpenAlex · ORCID · h-index 12 · 53 works · 370 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 1,290 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #7898

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of AmsterdamAmsterdam · Netherlands2017–2026 · 26 papersEmployment since 2017 · Research Associate, Logic and Language (ILLC, FNWI/FGw)Employment 2017–2021 · Postdoctoral Research, ILLCEmployment since 2024 · Academic, Assistant Professor, ILLC (FNWI)Employment since 2024 · Academic, Assistant Professor, Language & Music Cognition (ILLC, FNWI/FGw)current🎓University of BristolBristol · United Kingdom2014–2024 · 13 papersEmployment since 2020 · Lecturer, Engineering Maths🎓University of OxfordOxford · United Kingdom2014–2018 · 9 papersEmployment 2014–2017 · Postdoc, Computer Science🔬Santa Fe InstituteSanta Fe · United States2024 · 4 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksExperimental and Cognitive Psychology · 1 workPsychology · 1 work

🧭 Topics 2Research subjects and languages the work is about.Idioms & multiword expressions · 2 worksLanguage models & pretraining · 2 works

💡 Concepts 1Key ideas and methods explained on our concept pages.Cognitive linguistics · 1 work

 Works by year

2020s

20261 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Metaphor Understanding Challenge Dataset for LLMs (2024 · 47 citations)
    Metaphor is common in everyday language, yet it is unclear whether LLMs actually interpret it or just rely on surface word similarity.
  2. As Easy as Rocket Science: Assessing the Ability of Large Language Models to Interpret Negation in Figurative Language (2026)
    The paper asks whether current language models can correctly read sentences that are both figurative and negated, for example a simile that conveys the opposite of its adjective.

All works

4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Modelling the interplay of metaphor and emotion through multitask learning ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetVerna Dankers et al.2019 · 95 citations
  2. Metaphor Understanding Challenge Dataset for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyu Tong, Rochelle Choenni, Martha Lewis, et al.2024 · 47 citations
  3. Does CLIP Bind Concepts? Probing Compositionality in Large Image Models ↗Findings of the Association for Computational Linguistics: EACL 2024 · no summary yetMartha Lewis et al.2024 · 28 citations
  4. As Easy as Rocket Science: Assessing the Ability of Large Language Models to Interpret Negation in Figurative LanguageTransactions of the Association for Computational Linguistics (TACL)Jasmine Owers, Edwin Simpson, Martha Lewis2026

 Co-authors here

4 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 1,290 times (of the 149,439 papers whose bibliographies we read); 310 citing papers with a page here →.

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