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LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
Research article (Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025) · cited 18× · AI/ML
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 instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. Retrieved May 24, 2026, from https://4ort.xyz/entity/llms-instead-of-human-judges-a-large-scale-empirical-study-across-20-nlp-evaluation-tasks
MLA“LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/llms-instead-of-human-judges-a-large-scale-empirical-study-across-20-nlp-evaluation-tasks.
BibTeX@misc{4ortxyz_llms-instead-of-human-judges-a-large-scale-empirical-study-across-20-nlp-evaluation-tasks_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks}}, year = {2026}, url = {https://4ort.xyz/entity/llms-instead-of-human-judges-a-large-scale-empirical-study-across-20-nlp-evaluation-tasks}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks — https://4ort.xyz/entity/llms-instead-of-human-judges-a-large-scale-empirical-study-across-20-nlp-evaluation-tasks (retrieved 2026-05-24)
