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LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction
Research article (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024) · cited 11× · AI/ML
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction
Summary
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction is a scholarly article[1].
Key Facts
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction's instance of is recorded as scholarly article[2].
References
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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.
APA4ort.xyz Knowledge Graph. (2026). LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction. Retrieved May 24, 2026, from https://4ort.xyz/entity/llms-learn-task-heuristics-from-demonstrations-a-heuristic-driven-prompting-strategy-for-document-level-event-argument-e
MLA“LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/llms-learn-task-heuristics-from-demonstrations-a-heuristic-driven-prompting-strategy-for-document-level-event-argument-e.
BibTeX@misc{4ortxyz_llms-learn-task-heuristics-from-demonstrations-a-heuristic-driven-prompting-strategy-for-document-level-event-argument-e_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction}}, year = {2026}, url = {https://4ort.xyz/entity/llms-learn-task-heuristics-from-demonstrations-a-heuristic-driven-prompting-strategy-for-document-level-event-argument-e}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction — https://4ort.xyz/entity/llms-learn-task-heuristics-from-demonstrations-a-heuristic-driven-prompting-strategy-for-document-level-event-argument-e (retrieved 2026-05-24)
