Papers with English speakers
Comparing Moral Values in Western English-speaking societies and LLMs with Word Associations (2025.acl-long)
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| Challenge: | Large Language Models (LLMs) are trained on extensive corpora to learn linguistic patterns, contextual nuances, and implicit elements of human values. |
| Approach: | They propose to use word associations as low-level underlying representations to obtain a more robust picture of LLMs’ moral reasoning. |
| Outcome: | The proposed method reveals detailed but systematic differences between LLMs and human associations. |
Do LLMs Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives (2026.acl-long)
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| Challenge: | a new study examines whether large language models acquire embodied cognition and cultural conventions from training data . demonstratives are a natural lens for evaluating linguistic phenomena that reflect cultural variation . aaron e. duan and j. nà: "the complexity of the language model is a major challenge for LLMs" |
| Approach: | They introduce demonstratives as a probe for grounded knowledge by analyzing 6,400 responses from 320 native speakers. |
| Outcome: | The proposed model fails to understand proximal–distal contrast and shows no cultural differences . the proposed model is a new probe for evaluating embodied cognition and cultural conventions . |
The MonPaGe_HA Database for the Documentation of Spoken French Throughout Adulthood (L18-1)
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| Challenge: | Existing studies on life-span changes in the speech of adults are mainly based on English speakers and few studies have compared more than two extreme age groups. |
| Approach: | They describe a MonPaGe_HealthyAdults database of spoken french with 405 speakers aged from 20 to 93 years old. |
| Outcome: | The proposed database includes 405 speakers aged 20 to 93 years old and includes 4 regiolects. |