Advanced NLP Procedures as Premises for the Reconstruction of the Idea of Knowledge
This paper evaluates artificial texts produced by the GPT 2 and GPT 3 language models and proposes to use hermeneutic tools for their analysis, putting them on an equal footing with man-made texts. This decision is due to the intelligibility of these texts and the implicit knowledge on which they ar...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-04-01
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| Series: | Proceedings |
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| Online Access: | https://www.mdpi.com/2504-3900/81/1/105 |
| _version_ | 1797483135341953024 |
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| author | Rafal Maciag |
| author_facet | Rafal Maciag |
| author_sort | Rafal Maciag |
| collection | DOAJ |
| description | This paper evaluates artificial texts produced by the GPT 2 and GPT 3 language models and proposes to use hermeneutic tools for their analysis, putting them on an equal footing with man-made texts. This decision is due to the intelligibility of these texts and the implicit knowledge on which they are based. Since the base of these language models is always the language corpus, it can be assumed that it is the source of this knowledge and that tools such as discourse and, in particular, the theory of discursive space can be used for its analysis. |
| first_indexed | 2024-03-09T22:42:38Z |
| format | Article |
| id | doaj.art-7a52a2f230ba41149f7c27f3ba121811 |
| institution | Directory Open Access Journal |
| issn | 2504-3900 |
| language | English |
| last_indexed | 2024-03-09T22:42:38Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Proceedings |
| spelling | doaj.art-7a52a2f230ba41149f7c27f3ba1218112023-11-23T18:34:47ZengMDPI AGProceedings2504-39002022-04-0181110510.3390/proceedings2022081105Advanced NLP Procedures as Premises for the Reconstruction of the Idea of KnowledgeRafal Maciag0Institute of Information Studies, Jagiellonian University, 30-348 Kraków, PolandThis paper evaluates artificial texts produced by the GPT 2 and GPT 3 language models and proposes to use hermeneutic tools for their analysis, putting them on an equal footing with man-made texts. This decision is due to the intelligibility of these texts and the implicit knowledge on which they are based. Since the base of these language models is always the language corpus, it can be assumed that it is the source of this knowledge and that tools such as discourse and, in particular, the theory of discursive space can be used for its analysis.https://www.mdpi.com/2504-3900/81/1/105knowledgeNLPGPThermeneuticslanguage modeldiscourse |
| spellingShingle | Rafal Maciag Advanced NLP Procedures as Premises for the Reconstruction of the Idea of Knowledge Proceedings knowledge NLP GPT hermeneutics language model discourse |
| title | Advanced NLP Procedures as Premises for the Reconstruction of the Idea of Knowledge |
| title_full | Advanced NLP Procedures as Premises for the Reconstruction of the Idea of Knowledge |
| title_fullStr | Advanced NLP Procedures as Premises for the Reconstruction of the Idea of Knowledge |
| title_full_unstemmed | Advanced NLP Procedures as Premises for the Reconstruction of the Idea of Knowledge |
| title_short | Advanced NLP Procedures as Premises for the Reconstruction of the Idea of Knowledge |
| title_sort | advanced nlp procedures as premises for the reconstruction of the idea of knowledge |
| topic | knowledge NLP GPT hermeneutics language model discourse |
| url | https://www.mdpi.com/2504-3900/81/1/105 |
| work_keys_str_mv | AT rafalmaciag advancednlpproceduresaspremisesforthereconstructionoftheideaofknowledge |