Multilingual Search in Libraries. The case-study of the Free University of Bozen-Bolzano. - Raffaella Bernardi; Diego Calvanese; Luca Dini; Vittorio Di Tomaso; Elisabeth Frasnelli; Ulrike Kugler; Barbara Plank (LREC, 2006)

Exploring an Auxiliary Distribution Based Approach to Domain Adaptation of a Syntactic Disambiguation Model. - Barbara Plank; Gertjan van Noord (CF+CDPE@COLING, 2008)

Parsing with subdomain instance weighting from raw corpora. - Barbara Plank; Khalil Sima'an (INTERSPEECH, 2008)

Subdomain Sensitive Statistical Parsing using Raw Corpora. - Barbara Plank; Khalil Sima'an (LREC, 2008)

Structural Correspondence Learning for Parse Disambiguation. - Barbara Plank (EACL (Student Research Workshop), 2009)

Improved Statistical Measures to Assess Natural Language Parser Performance across Domains. - Barbara Plank (LREC, 2010)

Reversible Stochastic Attribute-Value Grammars. - Daniël de Kok; Barbara Plank; Gertjan van Noord (ACL (2), 2011)

Effective Measures of Domain Similarity for Parsing. - Barbara Plank; Gertjan van Noord (ACL, 2011)

Experiments in Newswire-to-Law Adaptation of Graph-Based Dependency Parsers. - Barbara Plank; Anders Søgaard (EVALITA, 2011)

Supporting Agile Software Development by Natural Language Processing. - Barbara Plank; Thomas Sauer; Ina Schaefer (EternalS@ECAI, 2012)

Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction. - Barbara Plank; Alessandro Moschitti (ACL (1), 2013)

Experiments with crowdsourced re-annotation of a POS tagging data set. - Dirk Hovy; Barbara Plank; Anders Søgaard (ACL (2), 2014)

Linguistically debatable or just plain wrong? - Barbara Plank; Dirk Hovy; Anders Søgaard (ACL (2), 2014)

Opinion Mining on YouTube. - Aliaksei Severyn; Alessandro Moschitti; Olga Uryupina; Barbara Plank; Katja Filippova (ACL (1), 2014)

Adapting taggers to Twitter with not-so-distant supervision. - Barbara Plank; Dirk Hovy; Ryan T. McDonald; Anders Søgaard (COLING, 2014)

Selection Bias, Label Bias, and Bias in Ground Truth. - Anders Søgaard; Barbara Plank; Dirk Hovy (COLING (Tutorials), 2014)

What's in a p-value in NLP? - Anders Søgaard; Anders Johannsen; Barbara Plank; Dirk Hovy; Héctor Martínez Alonso (CoNLL, 2014)

Learning part-of-speech taggers with inter-annotator agreement loss. - Barbara Plank; Dirk Hovy; Anders Søgaard (EACL, 2014)

Importance weighting and unsupervised domain adaptation of POS taggers: a negative result. - Barbara Plank; Anders Johannsen; Anders Søgaard (EMNLP, 2014)

When POS data sets don't add up: Combatting sample bias. - Dirk Hovy; Barbara Plank; Anders Søgaard (LREC, 2014)

SenTube: A Corpus for Sentiment Analysis on YouTube Social Media. - Olga Uryupina; Barbara Plank; Aliaksei Severyn; Agata Rotondi; Alessandro Moschitti (LREC, 2014)

Copenhagen-Malmö: Tree Approximations of Semantic Parsing Problems. - Natalie Schluter; Anders Søgaard; Jakob Elming; Dirk Hovy; Barbara Plank; Héctor Martínez Alonso; Anders Johannsen; Sigrid Klerke (SemEval@COLING, 2014)

More or less supervised supersense tagging of Twitter. - Anders Johannsen; Dirk Hovy; Héctor Martínez Alonso; Barbara Plank; Anders Søgaard (*SEM@COLING, 2014)

Robust Cross-Domain Sentiment Analysis for Low-Resource Languages. - Jakob Elming; Barbara Plank; Dirk Hovy (WASSA@ACL, 2014)

Using Frame Semantics for Knowledge Extraction from Twitter. - Anders Søgaard; Barbara Plank; Héctor Martínez Alonso (AAAI, 2015)

Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction. - Thien Huu Nguyen; Barbara Plank; Ralph Grishman (ACL (1), 2015)

Inverted indexing for cross-lingual NLP. - Anders Søgaard; Zeljko Agic; Héctor Martínez Alonso; Barbara Plank; Bernd Bohnet; Anders Johannsen (ACL (1), 2015)

Non-canonical language is not harder to annotate than canonical language. - Barbara Plank; Héctor Martínez Alonso; Anders Søgaard (LAW@NAACL-HLT, 2015)

Do dependency parsing metrics correlate with human judgments? - Barbara Plank; Héctor Martínez Alonso; Zeljko Agic; Danijela Merkler; Anders Søgaard (CoNLL, 2015)

Using Knowledge Components for Collaborative Filtering in Adaptive Tutoring Systems. - Peter Halkier Nicolajsen; Barbara Plank (EDM, 2015)

Learning to parse with IAA-weighted loss. - Héctor Martínez Alonso; Barbara Plank; Arne Skjærholt; Anders Søgaard (HLT-NAACL, 2015)

Mining for unambiguous instances to adapt part-of-speech taggers to new domains. - Dirk Hovy; Barbara Plank; Héctor Martínez Alonso; Anders Søgaard (HLT-NAACL, 2015)

Active learning for sense annotation. - Héctor Martínez Alonso; Barbara Plank; Anders Johannsen; Anders Søgaard (NODALIDA, 2015)

CPH: Sentiment analysis of Figurative Language on Twitter #easypeasy #not. - Sarah McGillion; Héctor Martínez Alonso; Barbara Plank (SemEval@NAACL-HLT, 2015)

Personality Traits on Twitter - or - How to Get 1, 500 Personality Tests in a Week. - Barbara Plank; Dirk Hovy (WASSA@EMNLP, 2015)

Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss. - Barbara Plank; Anders Søgaard; Yoav Goldberg (ACL (2), 2016)

LiMoSINe Pipeline: Multilingual UIMA-based NLP Platform. - Olga Uryupina; Barbara Plank; Gianni Barlacchi; Francisco J. Valverde-Albacete; Manos Tsagkias; Antonio Uva 001; Alessandro Moschitti (ACL (System Demonstrations), 2016)

Supersense tagging with inter-annotator disagreement. - Héctor Martínez Alonso; Anders Johannsen; Barbara Plank (LAW@ACL, 2016)

Processing non-canonical or noisy text: fortuitous data to the rescue. - Barbara Plank (NUT@COLING, 2016)

When silver glitters more than gold: Bootstrapping an Italian part-of-speech tagger for Twitter. - Barbara Plank; Malvina Nissim (CLiC-it/EVALITA, 2016)

Semantic Tagging with Deep Residual Networks. - Johannes Bjerva; Barbara Plank; Johan Bos (COLING, 2016)

Multi-view and multi-task training of RST discourse parsers. - Chloé Braud; Barbara Plank; Anders Søgaard (COLING, 2016)

Keystroke dynamics as signal for shallow syntactic parsing. - Barbara Plank (COLING, 2016)

What to do about non-standard (or non-canonical) language in NLP. - Barbara Plank (KONVENS, 2016)

TwiSty: A Multilingual Twitter Stylometry Corpus for Gender and Personality Profiling. - Ben Verhoeven; Walter Daelemans; Barbara Plank (LREC, 2016)

Multitask learning for semantic sequence prediction under varying data conditions. - Héctor Martínez Alonso; Barbara Plank (CoRR, 2016)

Multi-lingual opinion mining on YouTube. - Aliaksei Severyn; Alessandro Moschitti; Olga Uryupina; Barbara Plank; Katja Filippova (Inf. Process. Manag., 2016)

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. - Raffaella Bernardi; Ruket Çakici; Desmond Elliott; Aykut Erdem; Erkut Erdem; Nazli Ikizler-Cinbis; Frank Keller; Adrian Muscat; Barbara Plank (J. Artif. Intell. Res., 2016)

Multilingual Projection for Parsing Truly Low-Resource Languages. - Zeljko Agic; Anders Johannsen; Barbara Plank; Héctor Martínez Alonso; Natalie Schluter; Anders Søgaard (Trans. Assoc. Comput. Linguistics, 2016)

TwiSty: a multilingual Twitter Stylometry corpus for gender and personality profiling. - Ben Verhoeven; Walter Daelemans; Barbara Plank (Zenodo, 2016)

To normalize, or not to normalize: The impact of normalization on Part-of-Speech tagging. - Rob van der Goot; Barbara Plank; Malvina Nissim (NUT@EMNLP, 2017)

Neural Networks and Spelling Features for Native Language Identification. - Johannes Bjerva; Gintare Grigonyte; Robert Östling; Barbara Plank (BEA@EMNLP, 2017)

The Power of Character N-grams in Native Language Identification. - Artur Kulmizev; Bo Blankers; Johannes Bjerva; Malvina Nissim; Gertjan van Noord; Barbara Plank; Martijn Wieling 001 (BEA@EMNLP, 2017)

When is multitask learning effective? Semantic sequence prediction under varying data conditions. - Héctor Martínez Alonso; Barbara Plank (EACL (1), 2017)

Cross-lingual tagger evaluation without test data. - Zeljko Agic; Barbara Plank; Anders Søgaard (EACL (2), 2017)

Parsing Universal Dependencies without training. - Héctor Martínez Alonso; Zeljko Agic; Barbara Plank; Anders Søgaard (EACL (1), 2017)

Learning to select data for transfer learning with Bayesian Optimization. - Sebastian Ruder; Barbara Plank (EMNLP, 2017)

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). - Raffaella Bernardi; Ruket Çakici; Desmond Elliott; Aykut Erdem; Erkut Erdem; Nazli Ikizler-Cinbis; Frank Keller; Adrian Muscat; Barbara Plank (IJCAI, 2017)

All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages. - Barbara Plank (IJCNLP (Shared Tasks), 2017)

When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages. - Maria Medvedeva; Martin Kroon; Barbara Plank (VarDial, 2017)

Sharing Is Caring: The Future of Shared Tasks. - Malvina Nissim; Lasha Abzianidze; Kilian Evang; Rob van der Goot; Hessel Haagsma; Barbara Plank; Martijn Wieling 001 (Comput. Linguistics, 2017)

ALL-IN-1: Short Text Classification with One Model for All Languages. - Barbara Plank (CoRR, 2017)

Character-level Supervision for Low-resource POS Tagging. - Katharina Kann; Johannes Bjerva; Isabelle Augenstein; Barbara Plank; Anders Søgaard (DeepLo@ACL, 2018)

Predicting Authorship and Author Traits from Keystroke Dynamics. - Barbara Plank (PEOPLES@NAACL-HTL, 2018)

Bleaching Text: Abstract Features for Cross-lingual Gender Prediction. - Rob van der Goot; Nikola Ljubesic; Ian Matroos; Malvina Nissim; Barbara Plank (ACL (2), 2018)

Strong Baselines for Neural Semi-Supervised Learning under Domain Shift. - Sebastian Ruder; Barbara Plank (ACL (1), 2018)

Grotoco@SLAM: Second Language Acquisition Modeling with Simple Features, Learners and Task-wise Models. - Sigrid Klerke; Héctor Martínez Alonso; Barbara Plank (BEA@NAACL-HLT, 2018)

Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging. - Barbara Plank; Zeljko Agic (EMNLP, 2018)

When Simple n-gram Models Outperform Syntactic Approaches: Discriminating between Dutch and Flemish. - Martin Kroon; Masha Medvedeva; Barbara Plank (VarDial@COLING 2018, 2018)

The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging. - Barbara Plank; Sigrid Klerke; Zeljko Agic (CoRR, 2018)

Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering. - Claudio Greco 002; Barbara Plank; Raquel Fernández; Raffaella Bernardi (ACL (1), 2019)

At a Glance: The Impact of Gaze Aggregation Views on Syntactic Tagging. - Sigrid Klerke; Barbara Plank (LANTERN@EMNLP-IJCNLP, 2019)

Measuring Catastrophic Forgetting in Visual Question Answering. - Claudio Greco 002; Barbara Plank; Raquel Fernández; Raffaella Bernardi (IWSDS, 2019)

Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat. - Ravi Shekhar; Aashish Venkatesh; Tim Baumgärtner; Elia Bruni; Barbara Plank; Raffaella Bernardi; Raquel Fernández (NAACL-HLT (1), 2019)

The Lacunae of Danish Natural Language Processing. - Andreas Kirkedal; Barbara Plank; Leon Derczynski; Natalie Schluter (NODALIDA, 2019)

Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in Danish. - Barbara Plank (NODALIDA, 2019)

Lexical Resources for Low-Resource PoS Tagging in Neural Times. - Barbara Plank; Sigrid Klerke (NODALIDA, 2019)

MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding. - Nils Rethmeier; Barbara Plank (RepL4NLP@ACL, 2019)

CiteTracked: A Longitudinal Dataset of Peer Reviews and Citations. - Barbara Plank; Reinard van Dalen (BIRNDL@SIGIR, 2019)

NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets. - Anders Giovanni Møller; Rob van der Goot; Barbara Plank (W-NUT@EMNLP, 2020)

DaN+: Danish Nested Named Entities and Lexical Normalization. - Barbara Plank; Kristian Nørgaard Jensen; Rob van der Goot (COLING, 2020)

Neural Unsupervised Domain Adaptation in NLP - A Survey. - Alan Ramponi; Barbara Plank (COLING, 2020)

Biomedical Event Extraction as Sequence Labeling. - Alan Ramponi; Rob van der Goot; Rosario Lombardo; Barbara Plank (EMNLP (1), 2020)

A Case for Soft Loss Functions. - Alexandra Uma; Tommaso Fornaciari; Dirk Hovy; Silviu Paun; Barbara Plank; Massimo Poesio (HCOMP, 2020)

FT Speech: Danish Parliament Speech Corpus. - Andreas Kirkedal; Marija Stepanovic; Barbara Plank (INTERSPEECH, 2020)

Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction. - Alan Ramponi; Barbara Plank; Rosario Lombardo (LREC, 2020)

Buhscitu at SemEval-2020 Task 7: Assessing Humour in Edited News Headlines Using Hand-Crafted Features and Online Knowledge Bases. - Kristian Nørgaard Jensen; Nicolaj Filrup Rasmussen; Thai Wang; Marco Placenti; Barbara Plank (SemEval@COLING, 2020)

Team DiSaster at SemEval-2020 Task 11: Combining BERT and Hand-crafted Features for Identifying Propaganda Techniques in News. - Anders Kaas; Viktor Torp Thomsen; Barbara Plank (SemEval@COLING, 2020)

Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP. - Rob van der Goot; Ahmet Üstün; Alan Ramponi; Barbara Plank (CoRR, 2020)

Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts. - Barbara Plank (ACL/IJCNLP (Findings), 2021)

Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets. - Benjamin Olsen; Barbara Plank (W-NUT, 2021)

Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP. - Rob van der Goot; Ahmet Üstün; Alan Ramponi; Ibrahim Sharaf; Barbara Plank (EACL (System Demonstrations), 2021)

Genre as Weak Supervision for Cross-lingual Dependency Parsing. - Max Müller-Eberstein; Rob van der Goot; Barbara Plank (EMNLP (1), 2021)

Cartography Active Learning. - Mike Zhang; Barbara Plank (EMNLP (Findings), 2021)

Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning. - Tommaso Fornaciari; Alexandra Uma; Silviu Paun; Barbara Plank; Dirk Hovy; Massimo Poesio (NAACL-HLT, 2021)

From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding. - Rob van der Goot; Ibrahim Sharaf; Aizhan Imankulova; Ahmet Üstün; Marija Stepanovic; Alan Ramponi; Siti Oryza Khairunnisa; Mamoru Komachi; Barbara Plank (NAACL-HLT, 2021)

De-identification of Privacy-related Entities in Job Postings. - Kristian Nørgaard Jensen; Mike Zhang; Barbara Plank (NoDaLiDa, 2021)

SemEval-2021 Task 12: Learning with Disagreements. - Alexandra Uma; Tommaso Fornaciari; Anca Dumitrache; Tristan Miller; Jon Chamberlain; Barbara Plank; Edwin Simpson; Massimo Poesio (SemEval@ACL/IJCNLP, 2021)

On the Effectiveness of Dataset Embeddings in Mono-lingual, Multi-lingual and Zero-shot Conditions. - Rob van der Goot; Ahmet Üstün; Barbara Plank (CoRR, 2021)

Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL). - Michael A. Hedderich; Benjamin Roth 001; Katharina Kann; Barbara Plank; Alex Ratner; Dietrich Klakow (CoRR, 2021)

How Universal is Genre in Universal Dependencies? - Max Müller-Eberstein; Rob van der Goot; Barbara Plank (CoRR, 2021)

Learning from Disagreement: A Survey. - Alexandra Uma; Tommaso Fornaciari; Dirk Hovy; Silviu Paun; Barbara Plank; Massimo Poesio (J. Artif. Intell. Res., 2021)

SemEval-2021 Task 12: Learning with Disagreements. - Alexandra Nnemamaka Uma; Tommaso Fornaciari; Anca Dumitrache; Tristan Miller; Jon Chamberlain; Barbara Plank; Edwin Simpson; Massimo Poesio (Zenodo, 2021)

Longitudinal Citation Prediction using Temporal Graph Neural Networks. - Andreas Nugaard Holm; Barbara Plank; Dustin Wright 001; Isabelle Augenstein (SDU@AAAI, 2022)

What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification. - Elisa Bassignana; Barbara Plank (ACL (student), 2022)

Probing for Labeled Dependency Trees. - Max Müller-Eberstein; Rob van der Goot; Barbara Plank (ACL (1), 2022)

An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper. - Kostiantyn Kucher; Nicole Sultanum; Angel Daza; Vasiliki Simaki; Maria Skeppstedt; Barbara Plank; Jean-Daniel Fekete; Narges Mahyar (BELIV, 2022)

On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers. - Tanja Samardzic; Ximena Gutierrez-Vasques; Rob van der Goot; Max Müller-Eberstein; Olga Pelloni; Barbara Plank (CoNLL, 2022)

Stop Measuring Calibration When Humans Disagree. - Joris Baan; Wilker Aziz; Barbara Plank; Raquel Fernández (EMNLP, 2022)

Evidence textgreater Intuition: Transferability Estimation for Encoder Selection. - Elisa Bassignana; Max Müller-Eberstein; Mike Zhang; Barbara Plank (EMNLP, 2022)

CrossRE: A Cross-Domain Dataset for Relation Extraction. - Elisa Bassignana; Barbara Plank (EMNLP (Findings), 2022)

Spectral Probing. - Max Müller-Eberstein; Rob van der Goot; Barbara Plank (EMNLP, 2022)

The "Problem" of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation. - Barbara Plank (EMNLP, 2022)

Experimental Standards for Deep Learning in Natural Language Processing Research. - Dennis Ulmer; Elisa Bassignana; Max Müller-Eberstein; Daniel Varab; Mike Zhang; Rob van der Goot; Christian Hardmeier; Barbara Plank (EMNLP (Findings), 2022)

Skill Extraction from Job Postings using Weak Supervision. - Mike Zhang; Kristian Nørgaard Jensen; Rob van der Goot; Barbara Plank (HR@RecSys, 2022)

Frustratingly Easy Performance Improvements for Low-resource Setups: A Tale on BERT and Segment Embeddings. - Rob van der Goot; Max Müller-Eberstein; Barbara Plank (LREC, 2022)

Fine-tuning vs From Scratch: Do Vision & Language Models Have Similar Capabilities on Out-of-Distribution Visual Question Answering? - Kristian Nørgaard Jensen; Barbara Plank (LREC, 2022)

Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning. - Mike Zhang; Kristian Nørgaard Jensen; Barbara Plank (LREC, 2022)

Sort by Structure: Language Model Ranking as Dependency Probing. - Max Müller-Eberstein; Rob van der Goot; Barbara Plank (NAACL-HLT, 2022)

SkillSpan: Hard and Soft Skill Extraction from English Job Postings. - Mike Zhang; Kristian Nørgaard Jensen; Sif Dam Sonniks; Barbara Plank (NAACL-HLT, 2022)

Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget. - Barbara Plank (SemEval@NAACL, 2022)

Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective. - Dennis Ulmer; Elisa Bassignana; Max Müller-Eberstein; Daniel Varab; Mike Zhang; Christian Hardmeier; Barbara Plank (CoRR, 2022)

Evidence > Intuition: Transferability Estimation for Encoder Selection. - Elisa Bassignana; Max Müller-Eberstein; Mike Zhang; Barbara Plank (CoRR, 2022)

Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning. - Erkut Erdem; Menekse Kuyu; Semih Yagcioglu; Anette Frank; Letitia Parcalabescu; Barbara Plank; Andrii Babii; Oleksii Turuta; Aykut Erdem; Iacer Calixto; Elena Lloret; Elena Simona Apostol; et al. (J. Artif. Intell. Res., 2022)

Silver Syntax Pre-training for Cross-Domain Relation Extraction. - Elisa Bassignana; Filip Ginter; Sampo Pyysalo; Rob van der Goot; Barbara Plank (ACL (Findings), 2023)

Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data. - Robert Litschko; Ekaterina Artemova; Barbara Plank (ACL (Findings), 2023)

How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives. - Xinpeng Wang 003; Leonie Weissweiler; Hinrich Schütze; Barbara Plank (ACL (2), 2023)

ActiveAED: A Human in the Loop Improves Annotation Error Detection. - Leon Weber; Barbara Plank (ACL (Findings), 2023)

ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain. - Mike Zhang; Rob van der Goot; Barbara Plank (ACL (1), 2023)

What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability. - Mario Giulianelli; Joris Baan; Wilker Aziz; Raquel Fernández; Barbara Plank (EMNLP, 2023)

Establishing Trustworthiness: Rethinking Tasks and Model Evaluation. - Robert Litschko; Max Müller-Eberstein; Rob van der Goot; Leon Weber-Genzel; Barbara Plank (EMNLP, 2023)

Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training. - Max Müller-Eberstein; Rob van der Goot; Barbara Plank; Ivan Titov 001 (EMNLP (Findings), 2023)

ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation. - Xinpeng Wang 003; Barbara Plank (EMNLP, 2023)

From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification. - Shanshan Xu; T. Y. S. S. Santosh; Oana Ichim; Isabella Risini; Barbara Plank; Matthias Grabmair (EMNLP, 2023)

Low-resource Bilingual Dialect Lexicon Induction with Large Language Models. - Ekaterina Artemova; Barbara Plank (NoDaLiDa, 2023)

Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction. - Elisa Bassignana; Filip Ginter; Sampo Pyysalo; Rob van der Goot; Barbara Plank (NoDaLiDa, 2023)

A Survey of Corpora for Germanic Low-Resource Languages and Dialects. - Verena Blaschke; Hinrich Schütze; Barbara Plank (NoDaLiDa, 2023)

SemEval-2023 Task 11: Learning with Disagreements (LeWiDi). - Elisa Leonardelli; Gavin Abercrombie; Dina Almanea; Valerio Basile; Tommaso Fornaciari; Barbara Plank; Verena Rieser; Alexandra Uma; Massimo Poesio (SemEval@ACL, 2023)

Findings of the VarDial Evaluation Campaign 2023. - Noëmi Aepli; Çagri Çöltekin; Rob van der Goot; Tommi Jauhiainen; Mourhaf Kazzaz; Nikola Ljubesic; Kai North; Barbara Plank; Yves Scherrer; Marcos Zampieri (VarDial@EACL, 2023)

Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages. - Verena Blaschke; Hinrich Schütze; Barbara Plank (VarDial@EACL, 2023)

Uncertainty in Natural Language Generation: From Theory to Applications. - Joris Baan; Nico Daheim; Evgenia Ilia; Dennis Ulmer; Haau-Sing Li; Raquel Fernández; Barbara Plank; Rico Sennrich; Chrysoula Zerva; Wilker Aziz (CoRR, 2023)

Donkii: Can Annotation Error Detection Methods Find Errors in Instruction-Tuning Datasets? - Leon Weber-Genzel; Robert Litschko; Ekaterina Artemova; Barbara Plank (CoRR, 2023)

LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation. - Shengqiang Zhang; Philipp Wicke; Lütfi Kerem Senel; Luis F. C. Figueredo; Abdeldjallil Naceri; Sami Haddadin; Barbara Plank; Hinrich Schütze (CoRR, 2023)

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark. - Stephen Mayhew 002; Terra Blevins; Shuheng Liu 002; Marek Suppa; Hila Gonen; Joseph Marvin Imperial; Börje F. Karlsson; Peiqin Lin; Nikola Ljubesic; LJ Miranda; Barbara Plank; Arij Riabi; et al. (CoRR, 2023)

"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models. - Xinpeng Wang 003; Bolei Ma; Chengzhi Hu; Leon Weber-Genzel; Paul Röttger; Frauke Kreuter; Dirk Hovy; Barbara Plank (ACL (Findings), 2024)

Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning. - Philipp Mondorf; Barbara Plank (ACL (1), 2024)

VariErr NLI: Separating Annotation Error from Human Label Variation. - Leon Weber-Genzel; Siyao Peng; Marie-Catherine de Marneffe; Barbara Plank (ACL (1), 2024)

Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification. - Shanshan Xu; T. Y. S. S. Santosh; Oana Ichim; Barbara Plank; Matthias Grabmair (ACL (1), 2024)

Fine-grained Sexism Detection in Italian Newspapers. - Federica Maria Manzi; Leon Weber-Genzel; Barbara Plank (CLiC-it, 2024)

How to Encode Domain Information in Relation Classification. - Elisa Bassignana; Viggo Unmack Gascou; Frida Nøhr Laustsen; Gustav Kristensen; Marie Haahr Petersen; Rob van der Goot; Barbara Plank (LREC/COLING, 2024)

MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank. - Verena Blaschke; Barbara Kovacic; Siyao Peng; Hinrich Schütze; Barbara Plank (LREC/COLING, 2024)

IndirectQA: Understanding Indirect Answers to Implicit Polar Questions in French and Spanish. - Christin Müller; Barbara Plank (LREC/COLING, 2024)

Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data. - Siyao Peng; Zihang Sun; Huangyan Shan; Marie Kolm; Verena Blaschke; Ekaterina Artemova; Barbara Plank (LREC/COLING, 2024)

Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants. - Miriam Winkler; Virginija Juozapaityte; Rob van der Goot; Barbara Plank (LREC/COLING, 2024)

Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties. - Ekaterina Artemova; Verena Blaschke; Barbara Plank (EACL (1), 2024)

Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? - Joris Baan; Raquel Fernández; Barbara Plank; Wilker Aziz (EACL (2), 2024)

NNOSE: Nearest Neighbor Occupational Skill Extraction. - Mike Zhang; Rob van der Goot; Min-Yen Kan; Barbara Plank (EACL (1), 2024)

Entity Linking in the Job Market Domain. - Mike Zhang; Rob van der Goot; Barbara Plank (EACL (Findings), 2024)

"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? - Beiduo Chen; Xinpeng Wang 003; Siyao Peng; Robert Litschko; Anna Korhonen; Barbara Plank (EMNLP (Findings), 2024)

The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. - Bolei Ma; Xinpeng Wang 003; Tiancheng Hu; Anna-Carolina Haensch; Michael A. Hedderich; Barbara Plank; Frauke Kreuter (EMNLP (Findings), 2024)

Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models. - Philipp Mondorf; Barbara Plank (EMNLP, 2024)

To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity. - Anastasiia Sedova; Robert Litschko; Diego Frassinelli; Benjamin Roth 001; Barbara Plank (EMNLP (Findings), 2024)

Position: Insights from Survey Methodology can Improve Training Data. - Stephanie Eckman; Barbara Plank; Frauke Kreuter (ICML, 2024)

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark. - Stephen Mayhew 002; Terra Blevins; Shuheng Liu 002; Marek Suppa; Hila Gonen; Joseph Marvin Imperial; Börje Karlsson 001; Peiqin Lin; Nikola Ljubesic; Lester James V. Miranda; Barbara Plank; Arij Riabi; et al. (NAACL-HLT, 2024)

MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness. - Shijia Zhou; Huangyan Shan; Barbara Plank; Robert Litschko (SemEval@NAACL, 2024)

What's wrong with your model? A Quantitative Analysis of Relation Classification. - Elisa Bassignana; Rob van der Goot; Barbara Plank (*SEM@NAACL, 2024)

Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations. - Siyao Peng; Zihang Sun; Sebastian Loftus; Barbara Plank (CoRR, 2024)

EEVEE: An Easy Annotation Tool for Natural Language Processing. - Axel Sorensen; Siyao Peng; Barbara Plank; Rob van der Goot (CoRR, 2024)

Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings. - Elena Senger; Mike Zhang; Rob van der Goot; Barbara Plank (CoRR, 2024)

What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects. - Verena Blaschke; Christoph Purschke; Hinrich Schütze; Barbara Plank (CoRR, 2024)

The Science of Data Collection: Insights from Surveys can Improve Machine Learning Models. - Stephanie Eckman; Barbara Plank; Frauke Kreuter (CoRR, 2024)

MaiBaam Annotation Guidelines. - Verena Blaschke; Barbara Kovacic; Siyao Peng; Barbara Plank (CoRR, 2024)

Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models - A Survey. - Philipp Mondorf; Barbara Plank (CoRR, 2024)

Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think. - Xinpeng Wang 003; Chengzhi Hu; Bolei Ma; Paul Röttger; Barbara Plank (CoRR, 2024)

The Call for Socially Aware Language Technologies. - Diyi Yang; Dirk Hovy; David Jurgens; Barbara Plank (CoRR, 2024)

FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models. - Yang Zhang; Yawei Li; Xinpeng Wang 003; Qianli Shen; Barbara Plank; Bernd Bischl; Mina Rezaei; Kenji Kawaguchi (CoRR, 2024)

CLIMATELI: Evaluating Entity Linking on Climate Change Data. - Shijia Zhou; Siyao Peng; Barbara Plank (CoRR, 2024)

LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. - Anna Bavaresco; Raffaella Bernardi; Leonardo Bertolazzi; Desmond Elliott; Raquel Fernández; Albert Gatt; Esam Ghaleb; Mario Giulianelli; Michael Hanna 001; Alexander Koller; André F. T. Martins; Philipp Mondorf; et al. (CoRR, 2024)

An Empirical Comparison of Generative Approaches for Product Attribute-Value Identification. - Kassem Sabeh; Robert Litschko; Mouna Kacimi; Barbara Plank; Johann Gamper (CoRR, 2024)

Behavioral Testing: Can Large Language Models Implicitly Resolve Ambiguous Entities? - Anastasiia Sedova; Robert Litschko; Diego Frassinelli; Benjamin Roth 001; Barbara Plank (CoRR, 2024)

Exploring Large Language Models for Product Attribute Value Identification. - Kassem Sabeh; Mouna Kacimi; Johann Gamper; Robert Litschko; Barbara Plank (CoRR, 2024)

MultiClimate: Multimodal Stance Detection on Climate Change Videos. - Jiawen Wang; Longfei Zuo; Siyao Peng; Barbara Plank (CoRR, 2024)

Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination. - Qiqi Chen; Xinpeng Wang 003; Philipp Mondorf; Michael A. Hedderich; Barbara Plank (CoRR, 2024)

A Deep Learning Approach to Language-independent Gender Prediction on Twitter. - Reyhaneh Hashempour; Barbara Plank; Aline Villavicencio; Renato Cordeiro de Amorim (CoRR, 2024)

RACQUET: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs. - Alberto Testoni; Barbara Plank; Raquel Fernández (CoRR, 2024)

Mind the Uncertainty in Human Disagreement: Evaluating Discrepancies Between Model Predictions and Human Responses in VQA. - Jian Lan; Diego Frassinelli; Barbara Plank (AAAI, 2025)

A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI. - Beiduo Chen; Siyao Peng; Anna Korhonen; Barbara Plank (ACL (Findings), 2025)

Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set. - Florian Eichin; Yang Janet Liu; Barbara Plank; Michael A. Hedderich (ACL (1), 2025)

What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns. - Michael A. Hedderich; Anyi Wang; Raoyuan Zhao; Florian Eichin; Jonas Fischer; Barbara Plank (ACL (1), 2025)

Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges. - Bolei Ma; Yuting Li; Wei Zhou; Ziwei Gong; Yang Janet Liu; Katja Jasinskaja; Annemarie Friedrich; Julia Hirschberg; Frauke Kreuter; Barbara Plank (ACL (1), 2025)

Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study. - Bolei Ma; Berk Yoztyurk; Anna-Carolina Haensch; Xinpeng Wang 003; Markus Herklotz; Frauke Kreuter; Barbara Plank; Matthias Aßenmacher (ACL (1), 2025)

Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models. - Philipp Mondorf; Sondre Wold; Barbara Plank (ACL (1), 2025)

Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection. - Verena Blaschke; Felicia Körner; Barbara Plank (COLING Workshops, 2025)

Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study. - Xaver Maria Krückl; Verena Blaschke; Barbara Plank (COLING Workshops, 2025)

Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages. - Robert Litschko; Oliver Kraus; Verena Blaschke; Barbara Plank (COLING, 2025)

Neural Text Normalization for Luxembourgish Using Real-Life Variation Data. - Anne-Marie Lutgen; Alistair Plum; Christoph Purschke; Barbara Plank (COLING Workshops, 2025)

Evaluating Pixel Language Models on Non-Standardized Languages. - Alberto Muñoz-Ortiz; Verena Blaschke; Barbara Plank (COLING, 2025)

KARRIEREWEGE: A large scale Career Path Prediction Dataset. - Elena Senger; Yuri Campbell; Rob van der Goot; Barbara Plank (COLING (Industry), 2025)

Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation. - Xinpeng Wang 003; Chengzhi Hu; Paul Röttger; Barbara Plank (ICLR, 2025)

Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models. - Lovish Madaan; David Esiobu; Pontus Stenetorp; Barbara Plank; Dieuwke Hupkes (NAACL (Long Papers), 2025)

Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum. - Ryan Soh-Eun Shim; Barbara Plank (NAACL (Findings), 2025)

Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR). - Stephanie Eckman; Bolei Ma; Christoph Kern 001; Robert F. Chew; Barbara Plank; Frauke Kreuter (CoRR, 2025)

The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It. - Leonardo Bertolazzi; Philipp Mondorf; Barbara Plank; Raffaella Bernardi (CoRR, 2025)

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis. - Chengyan Wu; Bolei Ma; Yihong Liu 001; Zheyu Zhang 007; Ningyuan Deng; Yanshu Li; Baolan Chen; Yi Zhang; Barbara Plank; Yun Xue (CoRR, 2025)

Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases. - Shanshan Xu; T. Y. S. S. Santosh; Yanai Elazar; Quirin Vogel; Barbara Plank; Matthias Grabmair (CoRR, 2025)

Think Before Refusal : Triggering Safety Reflection in LLMs to Mitigate False Refusal Behavior. - Shengyun Si; Xinpeng Wang 003; Guangyao Zhai; Nassir Navab; Barbara Plank (CoRR, 2025)

Enabling Systematic Generalization in Abstract Spatial Reasoning through Meta-Learning for Compositionality. - Philipp Mondorf; Shijia Zhou; Monica Riedler; Barbara Plank (CoRR, 2025)

What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns. - Michael A. Hedderich; Anyi Wang; Raoyuan Zhao; Florian Eichin; Barbara Plank (CoRR, 2025)

Tracing Multilingual Factual Knowledge Acquisition in Pretraining. - Yihong Liu 001; Mingyang Wang 003; Amir Hossein Kargaran; Felicia Körner; Ercong Nie; Barbara Plank; François Yvon; Hinrich Schütze (CoRR, 2025)

What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse. - Shijia Zhou; Siyao Peng; Simon Luebke; Jörg Haßler; Mario Haim; Saif M. Mohammad; Barbara Plank (CoRR, 2025)

Refusal Direction is Universal Across Safety-Aligned Languages. - Xinpeng Wang 003; Mingyang Wang 003; Yihong Liu 001; Hinrich Schütze; Barbara Plank (CoRR, 2025)

Languages in Multilingual Speech Foundation Models Align Both Phonetically and Semantically. - Ryan Soh-Eun Shim; Domenico De Cristofaro; Chengzhi Martin Hu; Alessandro Vietti; Barbara Plank (CoRR, 2025)

Grokking ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior. - Florian Eichin; Yupei Du; Philipp Mondorf; Barbara Plank; Michael A. Hedderich (CoRR, 2025)

MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs. - Raoyuan Zhao; Beiduo Chen; Barbara Plank; Michael A. Hedderich (CoRR, 2025)

LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference. - Pingjun Hong; Beiduo Chen; Siyao Peng; Marie-Catherine de Marneffe; Barbara Plank (CoRR, 2025)

Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation. - Beiduo Chen; Yang Janet Liu; Anna Korhonen; Barbara Plank (CoRR, 2025)

A Multi-Dialectal Dataset for German Dialect ASR and Dialect-to-Standard Speech Translation. - Verena Blaschke; Miriam Winkler; Constantin Förster; Gabriele Wenger-Glemser; Barbara Plank (CoRR, 2025)

Do LLMs Give Psychometrically Plausible Responses in Educational Assessments? - Andreas Säuberli; Diego Frassinelli; Barbara Plank (CoRR, 2025)

Evaluation Should Not Ignore Variation: On the Impact of Reference Set Choice on Summarization Metrics. - Silvia Casola; Yang Janet Liu; Siyao Peng; Oliver Kraus; Albert Gatt; Barbara Plank (CoRR, 2025)

Revisiting Active Learning under (Human) Label Variation. - Cornelia Gruber; Helen Alber; Bernd Bischl; Göran Kauermann; Barbara Plank; Matthias Aßenmacher (CoRR, 2025)

Reason to Rote: Rethinking Memorization in Reasoning. - Yupei Du; Philipp Mondorf; Silvia Casola; Yuekun Yao; Robert Litschko; Barbara Plank (CoRR, 2025)