CALaMo: a Constructionist Assessment of Language Models
Fuente:
arXiv
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| Autori principali: | , |
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| Natura: | Preprint |
| Pubblicazione: |
2023
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866915010591064064 |
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| author | Pannitto, Ludovica Herbelot, Aurélie |
| author_facet | Pannitto, Ludovica Herbelot, Aurélie |
| contents | This paper presents a novel framework for evaluating Neural Language Models' linguistic abilities using a constructionist approach. Not only is the usage-based model in line with the underlying stochastic philosophy of neural architectures, but it also allows the linguist to keep meaning as a determinant factor in the analysis. We outline the framework and present two possible scenarios for its application. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2302_03589 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | CALaMo: a Constructionist Assessment of Language Models Pannitto, Ludovica Herbelot, Aurélie Computation and Language This paper presents a novel framework for evaluating Neural Language Models' linguistic abilities using a constructionist approach. Not only is the usage-based model in line with the underlying stochastic philosophy of neural architectures, but it also allows the linguist to keep meaning as a determinant factor in the analysis. We outline the framework and present two possible scenarios for its application. |
| title | CALaMo: a Constructionist Assessment of Language Models |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2302.03589 |