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Three Dimensions of Reproducibility in Natural Language Processing
16 references·6 citing·41 second hop
Three Dimensions of Reproducibility in Natural Language Processing (2018)Three Dimensions of Reproducibility in Na…What does research reproducibility mean? (2016)What does research reproducib…Estimating the reproducibility of psychological science (2015)Estimating the reproducibilit…Offspring from Reproduction Problems: What Replication Failure Teaches Us (2013)Offspring from Reproduction P…Replicates and repeats—what is the difference and is it significant? (2012)Replicates and repeats—what i…Replicability is not Reproducibility:Nor is it Good Science (2009)Replicability is not Reproduc…Enzyklopädie Philosophie und Wissenschaftstheorie (2008)Enzyklopädie Philosophie und …Full publication of results initially presented in abstracts (2007)Full publication of results i…Factors influencing publication of abstracts presented at the AAO‐HNS Annual Meeting (2006)Factors influencing publicati…Publication rates of abstracts presented at annual scientific meetings: How does the Royal Australian and New Zealand College of Radiologists compare? (2004)Publication rates of abstract…Publication rate of abstracts presented at the annual meeting of the American Urological Association (2004)Publication rate of abstracts…Publication Rates of Abstracts from Two Pharmacy Meetings (2000)Publication Rates of Abstract…Publication of Abstracts Submitted to the Annual Meeting of the Pediatric Orthopaedic Society of North America (2000)Publication of Abstracts Subm…The fate of neuroradiologic abstracts presented at national meetings in 1993: rate of subsequent publication in peer-reviewed, indexed journals. (1999)The fate of neuroradiologic a…Full publication of results initially presented in abstracts. A meta-analysis (1994)Full publication of results i…Publication of abstracts presented at anaesthesia meetings (1993)Publication of abstracts pres…Principes et méthodes de statistique lexicale (1992)Principes et méthodes de stat…Small Data Problems in Political Research: A Critical Replication Study (2022)Small Data Problems in Politi…French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English (2022)French CrowS-Pairs: Extending…A Metrological Perspective on Reproducibility in NLP* (2022)A Metrological Perspective on…Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites (2020)Can reproducibility be improv…NLP Community Perspectives on Replicability (2019)NLP Community Perspectives on…Data Extraction and Synthesis in Systematic Reviews of Diagnostic Test Accuracy: A Corpus for Automating and Evaluating the Process (2018)Data Extraction and Synthesis…Publication bias in clinical research (1991)Positive-Outcome Bias and Other Limitations in the Outcome of Research Abstracts Submitted to a Scientific Meeting (1998)Dissemination and publication of research findings: an updated review of related biases (2010)Chapter 10: Addressing reporting biases (2011)Is working memory training effective? A meta-analytic review. (2012)The Existence of Publication Bias and Risk Factors for Its Occurrence (1990)Factors Influencing Publication of Research Results (1992)Publication Rates of Abstracts Presented at Annual Musculoskeletal Tumor Society Meetings (2003)Subsequent Publication of Orally Presented Original Studies within 5 Years after 1995 RSNA Scientific Assembly (2004)From conference abstract to full paper: differences between data presented in conferences and journals (2005)Why Most Published Research Findings Are False (2005)Conducting Meta-Analyses in R with the metafor Package (2010)Calculating and reporting effect sizes to facilitate cumulative science: a practical primer for t-tests and ANOVAs (2013)Estimating Psychological Networks and their Accuracy: A Tutorial Paper (2016)Redefine statistical significance (2017)A tutorial on regularized partial correlation networks. (2018)The Proof and Measurement of Association between Two Things (1904)A NEW MEASURE OF RANK CORRELATION (1938)Contextual correlates of semantic similarity (1991)On Reproducible AI: Towards Reproducible Research, Open Science, and Digital Scholarship in AI Publications (2018)Reproducibility in Computational Linguistics: Are We Willing to Share? (2018)A Systematic Review of Reproducibility Research in Natural Language Processing (2021)Policy: NIH plans to enhance reproducibility (2014)The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2016 update (2016)A solution to minimum sample size for regressions (2020)CONSORT 2025 statement: updated guideline for reporting randomised trials (2025)CONSORT 2025 statement: updated guideline for reporting randomised trials (2025)„Antinomien des demokratischen Friedens“ (2002)Method construction - a core approach to organizational engineering (2005)Methodological challenges of transdisciplinary research (2008)Transparency Is the Key to Quality (2015)Best practices for replicability, reproducibility and reusability of computer-based experiments exemplified by model reduction software (2016)Meta-Analytic Methodology for Basic Research: A Practical Guide (2019)Publication rate of abstracts presented at the annual meeting of the orthopaedic research society (1998)Publication Rates for the Scientific Sessions of the OTA (1998)Journal of Computational Neuroscience (2013)On the scientific superiority of conceptual replications for scientific progress (2016)Scientific workflows for computational reproducibility in the life sciences: Status, challenges and opportunities (2017)Systematic Reviews: Identifying relevant studies for systematic reviews (1994)Funnel plots for detecting bias in meta-analysis (2001)How important are comprehensive literature searches and the assessment of trial quality in systematic reviews? Empirical study (2003)
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References

  • 2015Estimating the reproducibility of psychological science8,516 cited
  • 2016What does research reproducibility mean?1,291 cited
  • 2007Full publication of results initially presented in abstracts996 cited
  • 1994Full publication of results initially presented in abstracts. A meta-analysis403 cited
  • 2009Replicability is not Reproducibility:Nor is it Good Science231 cited
  • 2008Enzyklopädie Philosophie und Wissenschaftstheorie174 cited
  • 2012Replicates and repeats—what is the difference and is it significant?155 cited
  • 1999The fate of neuroradiologic abstracts presented at national meetings in 1993: rate of subsequent publication in peer-reviewed, indexed journals.109 cited
  • 2013Offspring from Reproduction Problems: What Replication Failure Teaches Us105 cited
  • 1993Publication of abstracts presented at anaesthesia meetings94 cited
  • 2004Publication rate of abstracts presented at the annual meeting of the American Urological Association93 cited
  • 2000Publication of Abstracts Submitted to the Annual Meeting of the Pediatric Orthopaedic Society of North America73 cited
  • 2004Publication rates of abstracts presented at annual scientific meetings: How does the Royal Australian and New Zealand College of Radiologists compare?68 cited
  • 1992Principes et méthodes de statistique lexicale

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65 cited
  • 2000Publication Rates of Abstracts from Two Pharmacy Meetings64 cited
  • 2006Factors influencing publication of abstracts presented at the AAO‐HNS Annual Meeting61 cited
  • Cited by

    • 2022French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English38 cited
    • 2020Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites34 cited
    • 2018Data Extraction and Synthesis in Systematic Reviews of Diagnostic Test Accuracy: A Corpus for Automating and Evaluating the Process13 cited
    • 2022A Metrological Perspective on Reproducibility in NLP*10 cited
    • 2019NLP Community Perspectives on Replicability9 cited
    • 2022Small Data Problems in Political Research: A Critical Replication Study2 cited