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On classification trees and random forests in corpus linguistics: Some words of caution and suggestions for improvement
1 references·16 citing·37 second hop
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this work references cited by second hop

References

  • 2016Usage-Based Approaches to Language Acquisition and Processing: Cognitive and Corpus Investigations of Construction Grammar274 cited

Cited by

  • 2020Doing Linguistics with a Corpus126 cited
  • 2021(Generalized Linear) Mixed‐Effects Modeling: A Learner Corpus Example87 cited
  • 2013Varieties of English Around the World66 cited
  • 2019English as a Lingua Franca: A random forests approach to particle placement in multi‐speaker interactions36 cited
  • 2020Backchannels and the pragmatics of South Asian Englishes35 cited
  • 2021Training disciplinary genre awareness through blended learning: An exploration into EAP students’ perceptions of online annotation of genres across disciplines28 cited
  • 2020Individuality in syntactic variation: An investigation of the seventeenth-century gerund alternation26 cited
  • 2022Getting attention in different languages: A usage-based approach to parenthetical look in Chinese, Dutch, English, and Italian26 cited
  • 2022Advice in Conversation22 cited
  • 2020Pragmatic nativisation of thanking in South Asian Englishes21 cited
  • 2023Affix rivalry: Theoretical and methodological challenges21 cited
  • 2020The Role of Gender in Postcolonial Syntactic Choice-Making18 cited
  • 2023Urban Panamanian English18 cited

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  • 2020A Methodological Review of Machine Learning in Applied Linguistics12 cited
  • 2024Detecting interactions with random forests: a comment on Gries’ words of caution and suggestions for improvement10 cited
  • 2023Directives in COVID-19 government guidance: An international comparison10 cited