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Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention
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| Published in: | International Journal of Data Science and Analytics |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1871928184883118080 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | International Journal of Data Science and Analytics |
| description | |
| discipline_display | Big data and data science |
| discipline_facet | Big data and data science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:107347 |
| institution | FRELIP |
| journal_source_facet | International Journal of Data Science and Analytics |
| last_indexed | 2026-07-28T03:37:11.960Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention Big data and data science General Big data and data science |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Big data and data science General Big data and data science |
| subject_facet | Big data and data science General Big data and data science |
| title | Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention |
| title_alt | Alucinaciones en LLMs: una encuesta basada en el ciclo de vida sobre causas, detección, mitigación y prevención Hallucinations dans les LLM : une enquête basée sur le cycle de vie des causes, de la détection, de l'atténuation et de la prévention Alucinações em LLMs: uma pesquisa baseada em ciclo de vida sobre causas, detecção, mitigação e prevenção |
| title_auth | Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention |
| title_es_txt | Alucinaciones en LLMs: una encuesta basada en el ciclo de vida sobre causas, detección, mitigación y prevención |
| title_fr_txt | Hallucinations dans les LLM : une enquête basée sur le cycle de vie des causes, de la détection, de l'atténuation et de la prévention |
| title_full | Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention |
| title_fullStr | Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention |
| title_full_unstemmed | Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention |
| title_pt_txt | Alucinações em LLMs: uma pesquisa baseada em ciclo de vida sobre causas, detecção, mitigação e prevenção |
| title_short | Hallucinations in LLMs: a lifecycle-based survey of causes, detection, mitigation, and prevention |
| title_sort | hallucinations in llms: a lifecycle-based survey of causes, detection, mitigation, and prevention |
| topic | Big data and data science General Big data and data science |
| url | https://link.springer.com/article/10.1007/s41060-026-01214-6 |