Concepedia

Trigger Warning Assignment as a Multi-Label Document Classification Problem

Matti Wiegmann, Magdalena Wolska, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast

2023 · 10 citations · 18 references

Open access

Concepts

ComputingComputer ScienceComputational LinguisticsInformation RetrievalNatural Language ProcessingAnnotationClassificationLanguage ClassificationLanguage ModelingLanguage ModelsNamed Entity RecognitionMulti-label Text ClassificationMultilabel Classification

Abstract

Matti Wiegmann, Magdalena Wolska, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.

References

18

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case

Yinhan Liu, Myle Ott, Jingfei Du et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2019 · 17.3K citations · Full text

Computing, Computer Science, Computational Linguistics +13

MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson, Tom Pollard, Lu Shen et al. · Scientific Data · 2016 · 8.1K citations · Full text

Medicine, Biomedical Informatics, Health Informatics +11

RCV1: A New Benchmark Collection for Text Categorization Research

David Lewis, Yiming Yang, Tony Rose et al. · Goldsmiths (University of London) · 2004 · 2.6K citations · Full text

Language Studies, Computer Science, Category Management +15