Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
Summary
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference is a scholarly article[1].
Key Facts
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference. Retrieved May 24, 2026, from https://4ort.xyz/entity/pushing-the-limits-of-simple-pipelines-for-few-shot-learning-external-data-and-fine-tuning-make-a-difference
MLA“Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/pushing-the-limits-of-simple-pipelines-for-few-shot-learning-external-data-and-fine-tuning-make-a-difference.
BibTeX@misc{4ortxyz_pushing-the-limits-of-simple-pipelines-for-few-shot-learning-external-data-and-fine-tuning-make-a-difference_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference}}, year = {2026}, url = {https://4ort.xyz/entity/pushing-the-limits-of-simple-pipelines-for-few-shot-learning-external-data-and-fine-tuning-make-a-difference}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference — https://4ort.xyz/entity/pushing-the-limits-of-simple-pipelines-for-few-shot-learning-external-data-and-fine-tuning-make-a-difference (retrieved 2026-05-24)
