| Part of language | Late Modern English (1800-now) |
|---|---|
| Meaning of the construction |
The central senses of argument structure construction have been argued to be in association with humanly relevant scenes like: transferring |
| comment | The main data includes 2000 sentences that are generated by GPT-4, which is a text file. The extension data includes a representation of these data in LLM and brain, Representation in LLMs are matrixes including hidden layer activity and attention factor. The representation in the brain includes EEG recordings from 10 participants while listening to 200 of these sentences. Both are matrixes in the format of NumPy arrays but can be converted to any supporting format. This is a similar publicly available dataset: https://github.com/SPOClab-ca/neural-reality-constructions |
| inherited by | Ditransitive construction | Late Modern English (1800-now) |
| inherited by | Resultative construction | Late Modern English (1800-now) |
| inherited by | Transitive construction | Late Modern English (1800-now) |
| inherited by | Caused-Motion construction | Late Modern English (1800-now) |
| Research Question | Finding |
|---|---|
| Representation and processing of constructions in the brain | So far we have results from LLM analysis that can significantly recognize and differentiate between argument structure constructions. |
| Date Created | 2025-02-14 |
|---|---|
| Annotator | Pegah Ramezani |
| References | Goldberg, Adele E. 1995. Constructions: A Construction Grammar Approach to Argument Structure. University of Chicago Press. |
| References | Ramezani, Pegah, Achim Schilling & Patrick Krauss. 2025. Analysis of argument structure constructions in a deep recurrent language model. Frontiers in Computational Neuroscience. Frontiers 19. https://doi.org/10.3389/fncom.2025.1474860. |
| References | Ramezani, Pegah, Achim Schilling & Patrick Krauss. 2025. Analysis of argument structure constructions in the large language model BERT. Frontiers in Artificial Intelligence 8. 1477246. https://doi.org/10.3389/frai.2025.1477246. |
| References | Ramezani, Pegah, Thomas Kinfe, Andreas Maier, Achim Schilling & Patrick Krauss. 2026. Convergent representations of linguistic constructions in human and artificial neural systems. Frontiers in Language Sciences. Frontiers 5. https://doi.org/10.3389/flang.2026.1846406. |