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Types of Errors: Detection and Minimization01:12

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Error is the deviation of the obtained result from the true, expected value or the estimated central value. Errors are expressed in absolute or relative terms.
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Related Experiment Video

Updated: Jun 2, 2026

Experimental Paradigm for Measuring the Effect of Induced Emotion on Grammar Learning
05:33

Experimental Paradigm for Measuring the Effect of Induced Emotion on Grammar Learning

Published on: January 29, 2020

Do grammars minimize dependency length?

Daniel Gildea1, David Temperley

  • 1Computer Science Department, University of Rochester Eastman School of Music, University of Rochester.

Cognitive Science
|May 14, 2011
PubMed
Summary
This summary is machine-generated.

Natural language processing shows a preference for keeping related words close, a principle called dependency length minimization (DLM). English strongly follows DLM, while German shows a weaker adherence, suggesting linguistic variations in sentence structure optimization.

Related Experiment Videos

Last Updated: Jun 2, 2026

Experimental Paradigm for Measuring the Effect of Induced Emotion on Grammar Learning
05:33

Experimental Paradigm for Measuring the Effect of Induced Emotion on Grammar Learning

Published on: January 29, 2020

Area of Science:

  • Computational Linguistics
  • Natural Language Processing
  • Linguistic Theory

Background:

  • Sentences often group related words together.
  • This tendency is known as dependency length minimization (DLM).

Purpose of the Study:

  • To quantitatively assess how natural languages adhere to DLM.
  • To compare DLM in English and German.

Main Methods:

  • Extracted linguistic dependencies from natural language text.
  • Reordered words to achieve optimal (minimal) dependency lengths.
  • Compared original text linearizations to optimal and random ones.

Main Results:

  • English text demonstrates a strong adherence to DLM, with dependency lengths near optimal.
  • German text also shows DLM, but to a significantly lesser extent than English.
  • Optimal English grammar structures align with observed English grammar.

Conclusions:

  • Natural languages, particularly English, exhibit significant dependency length minimization.
  • Linguistic differences between English and German may explain varying degrees of DLM adherence.
  • Further research is needed to explore the reasons behind cross-linguistic DLM variations.