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Efficient Few-Shot Fine-Tuning for Opinion Summarization

Research article (Findings of the Association for Computational Linguistics: NAACL 2022, 2022) · cited 12× · AI/ML
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Efficient Few-Shot Fine-Tuning for Opinion Summarization

Summary

Efficient Few-Shot Fine-Tuning for Opinion Summarization is a scholarly article[1].

Key Facts

  • Efficient Few-Shot Fine-Tuning for Opinion Summarization's instance of is recorded as scholarly article[2].

References

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Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

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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.

APA 4ort.xyz Knowledge Graph. (2026). Efficient Few-Shot Fine-Tuning for Opinion Summarization. Retrieved May 24, 2026, from https://4ort.xyz/entity/efficient-few-shot-fine-tuning-for-opinion-summarization
MLA “Efficient Few-Shot Fine-Tuning for Opinion Summarization.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/efficient-few-shot-fine-tuning-for-opinion-summarization.
BibTeX @misc{4ortxyz_efficient-few-shot-fine-tuning-for-opinion-summarization_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Efficient Few-Shot Fine-Tuning for Opinion Summarization}}, year = {2026}, url = {https://4ort.xyz/entity/efficient-few-shot-fine-tuning-for-opinion-summarization}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Efficient Few-Shot Fine-Tuning for Opinion Summarization — https://4ort.xyz/entity/efficient-few-shot-fine-tuning-for-opinion-summarization (retrieved 2026-05-24)

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