Plank, Barbara

Using natural language processing to analyse text data in behavioural science

Feuerriegel, S., Maarouf, A., Bär, D., Geissler, D., Schweisthal, J., Pröllochs, N., Robertson, C. E., Rathje, S., Hartmann, J., Mohammad, S. M., et al. (2025) · Nature Reviews Psychology

Computational and Text Analysis MethodsSentiment Analysis and Opinion Mining

Cited by 140

The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation

Plank, B. (2022) · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Machine Learning and Data ClassificationReliability and Agreement in Measurement

Cited by 121

Linguistically debatable or just plain wrong?

Plank, B., Hovy, D., & Søgaard, A. (2014) · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

Natural Language Processing TechniquesLinguistic Studies and Language Acquisition

Cited by 86

Neural natural language generation: A survey on multilinguality, multimodality, controllability and learning

Erdem, E., Kuyu, M., Yagcioglu, S., Frank, A., Parcalabescu, L., Plank, B., Babii, A., Turuta, O., Erdem, A., Calixto, I., et al. (2022) · Journal of Artificial Intelligence Research

Topic ModelingNatural Language Processing Techniques

Cited by 54

What's in a p-value in NLP?

Søgaard, A., Johannsen, A., Plank, B., Hovy, D., & Martínez Alonso, H. (2014) · Proceedings of the Eighteenth Conference on Computational Natural Language Learning

Natural Language Processing TechniquesTopic Modeling

Cited by 39

When POS data sets don’t add up: Combatting sample bias

Hovy, D., Plank, B., & Søgaard, A. (2014) · Proceedings of the Language Resources and Evaluation Conference

Natural Language Processing TechniquesSentiment Analysis and Opinion Mining

Cited by 14

LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks

Bavaresco, A., Bernardi, R., Bertolazzi, L., Elliott, D., Fernández, R., Gatt, A., Ghaleb, E., Giulianelli, M., Hanna, M., Koller, A., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 10

Uncertainty in Natural Language Generation: From Theory to Applications

Baan, J., Daheim, N., Ilia, E., Ulmer, D., Li, H.-S., Fernández, R., Plank, B., Sennrich, R., Zerva, C., & Aziz, W. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 6