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Barbara's P1 Publications
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget
Barbara Plank
What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification
Elisa Bassignana, Barbara Plank
CrossRE: A Cross-Domain Dataset for Relation Extraction
Elisa Bassignana, Barbara Plank
Evidence > Intuition: Transferability Estimation for Encoder Selection
Elisa Bassignana, Max Müller-Eberstein, Mike Zhang, Barbara Plank
Stop Measuring Calibration When Humans Disagree
Joris Baan, Wilker Aziz, Barbara Plank, Raquel Fernandez
Fine-tuning vs From Scratch: Do Vision & Language Models Have Similar Capabilities on Out-of-Distribution Visual Question Answering?
Kristian N. Jensen, Barbara Plank
Probing for Labeled Dependency Trees
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
Sort by Structure: Language Model Ranking as Dependency Probing
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
Spectral Probing
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
SkillSpan: Hard and Soft Skill Extraction from English Job Postings
Mike Zhang, Kristian Jensen, Sif Sonniks, Barbara Plank
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning
Mike Zhang, Kristian N. Jensen, Barbara Plank
Frustratingly Easy Performance Improvements for Low-resource Setups: A Tale on BERT and Segment Embeddings
Rob van der Goot, Max Müller-Eberstein, Barbara Plank
How Universal is Genre in Universal Dependencies?
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
Learning from Disagreement: A Survey
Alexandra N. Uma, Tommaso Fornaciari, Dirk Hovy, Silviu Paun, Barbara Plank, Massimo Poesio