🎯 Statistics, Probability and Uncertainty
Statistics, Probability and Uncertainty is a subfield of Decision Sciences in the OpenAlex classification of science. The topics most of its papers here are on: «scientometrics and bibliometrics research», «Reliability and Agreement in Measurement», «Innovative Education Methods and Tools».
Papers
- Assessing Agreement on Classification Tasks: The Kappa StatisticJean Carletta1996 · 2,462 citations
- Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
- Automatic classification of citation functionSimone Teufel, Advaith Siddharthan, Dan Tidhar2006 · 516 citations
- Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 397 citations
- The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
- The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational LinguisticsSteven Bird, Robert Dale, Bonnie Dorr, et al.2008 · 364 citations
- Measuring the Evolution of a Scientific Field through Citation FramesDavid Jurgens, Srijan Kumar, Raine Hoover, et al.2018 · 311 citations
- S2ORC: The Semantic Scholar Open Research CorpusKyle Lo, Lucy Lu Wang, Mark Neumann, et al.2019 · 297 citations
- A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureBenjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 293 citations
- Structural Scaffolds for Citation Intent Classification in Scientific PublicationsArman Cohan, Waleed Ammar, Madeleine van Zuylen, et al.2019 · 287 citations
- Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity AnnotationSvetlana Kiritchenko, Saif Mohammad2017 · 282 citations
- The Benefits of a Model of AnnotationRebecca J. Passonneau, Bob Carpenter2014 · 238 citations
- Measuring Agreement on Set-valued Items (MASI) for Semantic and Pragmatic AnnotationRebecca Passonneau2006 · 222 citations
- We Need to Consider Disagreement in EvaluationValerio Basile, Michael Fell, Tommaso Fornaciari, et al.2021 · 185 citations
- The Reliability of Anaphoric Annotation, Reconsidered: Taking Ambiguity into AccountMassimo Poesio, Ron Artstein2005 · 75 citations
- Evaluating Inter-Annotator Agreement on Historical Spelling NormalizationMarcel Bollmann, Stefanie Dipper, Florian Petran2016 · 4 citations
- Development of the Arabic Grammar (Nahwu) Textbook Al-Ajurumiyyah Al-Qur'aniyyah based on the Scaffolding-StructureZahrotul Muzdalifah, Moh. Khasairi, Kholisin Kholisin2021 · 2 citations
- Is This Idea Novel? An Automated Benchmark for Judgment of Research IdeasTim Schopf, Michael Färber2026 · 1 citation
- Large Language Models for Citation Function ClassificationDaniel Vodička, Pavel Kral, Christophe Cerisara, et al.2026 · 1 citation
- When Consistency Becomes Bias: Interviewer Effects in Semi-Structured Clinical InterviewsHasindri Watawana, Sergio Burdisso, Diego A. Moreno-Galván, et al.2026 · 1 citation
- A Bibliometric Analysis of Arabic Grammar in Language Learning: Trends, Patterns, and Research FrontiersSeptika Rudiamon, Beni Husmansyah, Mu'amar Aziz, et al.2026
- Best-Worst Scaling of Hype in Biomedical Research: Building an Intensity Lexicon of Promotional AdjectivesNeil Millar, Dipesh Satav, Bojan Batalo, et al.2026
- Development of an Arabic Grammar Instructional Medium Based on Illustrated Stories in Elementary SchoolSiti Nurhayati Solihah, Moch Mu'izzuddin, Ahmad Habibi Syahid, et al.2026
- Disentangling Annotator Skill from Verifier Strictness in Cross-Verified Dialogue AnnotationZihao Tao, John A. Prado, Ignazio Steven LaManna, et al.2026
- From Noise to Signal: When Outliers Seed New TopicsEvangelia Zve, Gauvain Bourgne, Benjamin Icard, et al.2026
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