Barbara Plank

Most-cited papers

Universal Dependencies 2.1
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Elia Ackermann +411 more
2017428 citations
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Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures
R. Bernardi, Ruken Cakici, Desmond Elliott, Aykut Erdem +5 more
2016Journal of Artificial Intelligence Research396 citations Open access
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Learning from Disagreement: A Survey
Alexandra Uma, Tommaso Fornaciari, Dirk Hovy, Silviu Paun +2 more
2021Journal of Artificial Intelligence Research388 citations Open access
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Neural Unsupervised Domain Adaptation in NLP—A Survey
Alan Ramponi, Barbara Plank
2020International Conference on Computational Linguistics308 citations Open access
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The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation
Barbara Plank
2022Conference on Empirical Methods in Natural Language Processing233 citations Open access
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Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder, Barbara Plank
2017Conference on Empirical Methods in Natural Language Processing205 citations Open access
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Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder, Barbara Plank
2018Annual Meeting of the Association for Computational Linguistics178 citations Open access
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Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning
Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank +2 more
2021North American Chapter of the Association for Computational Linguistics154 citations Open access
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Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP
Rob van der Goot, A. Ustun, Alan Ramponi, Ibrahim Sharaf +1 more
2020Conference of the European Chapter of the Association for Computational Linguistics140 citations Open access
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SkillSpan: Hard and Soft Skill Extraction from English Job Postings
Mike Zhang, Kristian Nørgaard Jensen, Sif Dam Sonniks, Barbara Plank
2022North American Chapter of the Association for Computational Linguistics117 citations Open access
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SemEval-2023 Task 11: Learning with Disagreements (LeWiDi)
Elisa Leonardelli, Gavin Abercrombie, Dina Almanea, Valerio Basile +5 more
2023International Workshop on Semantic Evaluation103 citations Open access
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Multi-lingual opinion mining on YouTube
A. Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank +1 more
2016Information Processing & Management91 citations Open access
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Stop Measuring Calibration When Humans Disagree
Joris Baan, Wilker Aziz, Barbara Plank, R. Fernández
2022Conference on Empirical Methods in Natural Language Processing88 citations Open access
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Uncertainty in Natural Language Generation: From Theory to Applications
Joris Baan, Nico Daheim, Evgenia Ilia, Dennis Ulmer +6 more
2023arXiv.org85 citations Open access
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SemEval-2021 Task 12: Learning with Disagreements
Alexandra Uma, Tommaso Fornaciari, Anca Dumitrache, Tristan Miller +4 more
2021International Workshop on Semantic Evaluation83 citations Open access
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Semantic Tagging with Deep Residual Networks
Johannes Bjerva, Barbara Plank, Johan Bos
2016International Conference on Computational Linguistics80 citations
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Biomedical Event Extraction as Sequence Labeling
Alan Ramponi, Rob van der Goot, Rosario Lombardo, Barbara Plank
2020Conference on Empirical Methods in Natural Language Processing75 citations Open access
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A Case for Soft Loss Functions
Alexandra Uma, Tommaso Fornaciari, Dirk Hovy, Silviu Paun +2 more
2020AAAI Conference on Human Computation & Crowdsourcing74 citations Open access
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Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning
Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, A. Frank +14 more
2022Journal of Artificial Intelligence Research68 citations Open access
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Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data
Joakim Nivre, Zeljko Agic, Lars Ahrenberg, Lene Antonsen +186 more
201767 citations
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From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding
Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, A. Ustun +5 more
2021North American Chapter of the Association for Computational Linguistics66 citations Open access
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Bleaching Text: Abstract Features for Cross-lingual Gender Prediction
Rob van der Goot, Nikola Ljubesic, Ian Matroos, M. Nissim +1 more
2018Annual Meeting of the Association for Computational Linguistics65 citations Open access
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What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability
Mario Giulianelli, Joris Baan, Wilker Aziz, Raquel Fernández +1 more
2023Conference on Empirical Methods in Natural Language Processing64 citations Open access
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Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering
Claudio Greco, Barbara Plank, R. Fernández, R. Bernardi
2019Annual Meeting of the Association for Computational Linguistics58 citations Open access
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Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging
Barbara Plank, Zeljko Agic
2018Conference on Empirical Methods in Natural Language Processing55 citations Open access
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ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain
Mike Zhang, Rob van der Goot, Barbara Plank
2023Annual Meeting of the Association for Computational Linguistics51 citations Open access
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Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat
Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner, E. Bruni +3 more
2018North American Chapter of the Association for Computational Linguistics51 citations Open access
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MultiLexNorm: A Shared Task on Multilingual Lexical Normalization
Rob van der Goot, Alan Ramponi, A. Zubiaga, Barbara Plank +9 more
2021Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)49 citations Open access
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Findings of the VarDial Evaluation Campaign 2023
Noëmi Aepli, Çagri Çöltekin, Rob van der Goot, T. Jauhiainen +6 more
2023Workshop on NLP for Similar Languages, Varieties and Dialects47 citations Open access
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When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages
M. Medvedeva, Martin Kroon, Barbara Plank
2017Workshop on NLP for Similar Languages, Varieties and Dialects47 citations Open access
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Keystroke dynamics as signal for shallow syntactic parsing
Barbara Plank
2016International Conference on Computational Linguistics45 citations
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Cartography Active Learning
Mike Zhang, Barbara Plank
2021Conference on Empirical Methods in Natural Language Processing44 citations Open access
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DaN+: Danish Nested Named Entities and Lexical Normalization
Barbara Plank, Kristian Nørgaard Jensen, Rob van der Goot
2020International Conference on Computational Linguistics42 citations Open access
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Systematic analysis of the mechanical anisotropy of fibre-reinforced polymer specimens produced by laser sintering
A. Khudiakova, M. Berer, S. Niedermair, Barbara Plank +6 more
2020Additive Manufacturing41 citations Open access
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The Power of Character N-grams in Native Language Identification
Artur Kulmizev, B. Blankers, Johannes Bjerva, M. Nissim +3 more
2017BEA@EMNLP40 citations Open access
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CrossRE: A Cross-Domain Dataset for Relation Extraction
Elisa Bassignana, Barbara Plank
2022Conference on Empirical Methods in Natural Language Processing36 citations Open access
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What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification
Elisa Bassignana, Barbara Plank
2022Annual Meeting of the Association for Computational Linguistics31 citations Open access
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CiteTracked: A Longitudinal Dataset of Peer Reviews and Citations
Barbara Plank, Reinard van Dalen
2019BIRNDL@SIGIR31 citations
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Skill Extraction from Job Postings using Weak Supervision
Mike Zhang, Kristian Nørgaard Jensen, Rob van der Goot, Barbara Plank
2022HR@RecSys30 citations Open access
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Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages
Verena Blaschke, Hinrich Schütze, Barbara Plank
2023Workshop on NLP for Similar Languages, Varieties and Dialects29 citations Open access
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The Lacunae of Danish Natural Language Processing
Andreas Søeborg Kirkedal, Barbara Plank, Leon Derczynski, Natalie Schluter
2019Nordic Conference of Computational Linguistics29 citations
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To normalize, or not to normalize: The impact of normalization on Part-of-Speech tagging
Rob van der Goot, Barbara Plank, M. Nissim
2017NUT@EMNLP29 citations Open access
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A Survey of Corpora for Germanic Low-Resource Languages and Dialects
Verena Blaschke, Hinrich Schütze, Barbara Plank
2023Nordic Conference of Computational Linguistics24 citations Open access
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De-identification of Privacy-related Entities in Job Postings
Kristian Nørgaard Jensen, Mike Zhang, Barbara Plank
2021Nordic Conference of Computational Linguistics24 citations
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Character-level Supervision for Low-resource POS Tagging
Katharina Kann, Johannes Bjerva, Isabelle Augenstein, Barbara Plank +1 more
2018DeepLo@ACL24 citations Open access
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Longitudinal Citation Prediction using Temporal Graph Neural Networks
Andreas Nugaard Holm, Barbara Plank, Dustin Wright, Isabelle Augenstein
2020SDU@AAAI22 citations
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Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning
Mike Zhang, Kristian Nørgaard Jensen, Barbara Plank
2022International Conference on Language Resources and Evaluation21 citations Open access
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Genre as Weak Supervision for Cross-lingual Dependency Parsing
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
2021Conference on Empirical Methods in Natural Language Processing21 citations Open access
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Last Words: Sharing Is Caring: The Future of Shared Tasks
M. Nissim, Lasha Abzianidze, Kilian Evang, Rob van der Goot +3 more
2017International Conference on Computational Logic21 citations Open access
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ActiveAED: A Human in the Loop Improves Annotation Error Detection
Leon Weber, Barbara Plank
2023Annual Meeting of the Association for Computational Linguistics20 citations Open access
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