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Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide
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| Published in: | Transactions of the Association for Computational Linguistics |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1864030192093102082 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Transactions of the Association for Computational Linguistics |
| description | |
| discipline_display | Arts & Humanities |
| discipline_facet | Arts & Humanities |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:25534 |
| institution | FRELIP |
| journal_source_facet | Transactions of the Association for Computational Linguistics |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide — — — — — Linguistics and Philology Language & Literature Arts & Humanities |
| sub_discipline_display | Language & Literature |
| sub_discipline_facet | Language & Literature |
| subject_display | — — — — — Linguistics and Philology Language & Literature Arts & Humanities — — — — — Linguistics and Philology Language & Literature Arts & Humanities |
| subject_facet | — — — — — Linguistics and Philology Language & Literature Arts & Humanities |
| title | Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide |
| title_auth | Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide |
| title_full | Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide |
| title_fullStr | Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide |
| title_full_unstemmed | Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide |
| title_short | Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide |
| title_sort | fine-tuning large language models with limited data: a survey and practical guide |
| topic | — — — — — Linguistics and Philology Language & Literature Arts & Humanities |
| url | https://direct.mit.edu/tacl/article/doi/10.1162/TACL.a.627/136154/Fine-tuning-Large-Language-Models-with-Limited |