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NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark

Research article (Findings of the Association for Computational Linguistics: EMNLP 2023, 2023) · cited 53× · AI/ML
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NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark

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NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark. Retrieved May 24, 2026, from https://4ort.xyz/entity/nlp-evaluation-in-trouble-on-the-need-to-measure-llm-data-contamination-for-each-benchmark
MLA “NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/nlp-evaluation-in-trouble-on-the-need-to-measure-llm-data-contamination-for-each-benchmark.
BibTeX @misc{4ortxyz_nlp-evaluation-in-trouble-on-the-need-to-measure-llm-data-contamination-for-each-benchmark_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark}}, year = {2026}, url = {https://4ort.xyz/entity/nlp-evaluation-in-trouble-on-the-need-to-measure-llm-data-contamination-for-each-benchmark}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark — https://4ort.xyz/entity/nlp-evaluation-in-trouble-on-the-need-to-measure-llm-data-contamination-for-each-benchmark (retrieved 2026-05-24)

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