Rob van der Goot

Most-cited papers

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
Semantic Scholar
Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor
M. Nissim, Rik van Noord, Rob van der Goot
2019International Conference on Computational Logic114 citations Open access
Semantic Scholar
The Meaning Factory: Formal Semantics for Recognizing Textual Entailment and Determining Semantic Similarity
Johannes Bjerva, Johan Bos, Rob van der Goot, M. Nissim
2014International Workshop on Semantic Evaluation93 citations Open access
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
2024NLP4HR49 citations
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
MoNoise: Modeling Noise Using a Modular Normalization System
Rob van der Goot, Gertjan van Noord
2017arXiv.org40 citations
Semantic Scholar
MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool
Rob van der Goot
2019Annual Meeting of the Association for Computational Linguistics33 citations Open access
Semantic Scholar
Skill Extraction from Job Postings using Weak Supervision
Mike Zhang, Kristian Nørgaard Jensen, Rob van der Goot, Barbara Plank
2022HR@RecSys30 citations Open access
Semantic Scholar
We Need to Talk About train-dev-test Splits
Rob van der Goot
2021Conference on Empirical Methods in Natural Language Processing29 citations Open access
Semantic Scholar
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
Semantic Scholar
The CLIN27 Shared Task: Translating Historical Text to Contemporary Language for Improving Automatic Linguistic Annotation
E. Tjong Kim Sang, Marcel Bollmann, Remko Boschker, F. Casacuberta +15 more
201726 citations
Semantic Scholar
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
Semantic Scholar
A Taxonomy for In-depth Evaluation of Normalization for User Generated Content
Rob van der Goot, Rik van Noord, Gertjan van Noord
2018International Conference on Language Resources and Evaluation21 citations Open access
Semantic Scholar
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
Semantic Scholar
Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training
Max Müller-Eberstein, Rob van der Goot, Barbara Plank, I. Titov
2023Conference on Empirical Methods in Natural Language Processing19 citations
Semantic Scholar
Challenges in Annotating and Parsing Spoken, Code-switched, Frisian-Dutch Data
Anouck Braggaar, Rob van der Goot
2021ADAPTNLP19 citations
Semantic Scholar
Experimental Standards for Deep Learning in Natural Language Processing Research
Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab +4 more
2022Conference on Empirical Methods in Natural Language Processing18 citations Open access
Semantic Scholar
Lexical Normalization for Code-switched Data and its Effect on POS Tagging
Rob van der Goot, Özlem Çetinoğlu
2020Conference of the European Chapter of the Association for Computational Linguistics18 citations Open access
Semantic Scholar
Norm It! Lexical Normalization for Italian and Its Downstream Effects for Dependency Parsing
Rob van der Goot, Alan Ramponi, Tommaso Caselli, Michele Cafagna +1 more
2020International Conference on Language Resources and Evaluation18 citations
Semantic Scholar
NNOSE: Nearest Neighbor Occupational Skill Extraction
Mike Zhang, Rob van der Goot, Min-Yen Kan, Barbara Plank
2024Conference of the European Chapter of the Association for Computational Linguistics16 citations
Semantic Scholar
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
2020WNUT15 citations Open access
Semantic Scholar
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
2024International Conference on Language Resources and Evaluation14 citations Open access
Semantic Scholar
Modeling Input Uncertainty in Neural Network Dependency Parsing
Rob van der Goot, Gertjan van Noord
2018Conference on Empirical Methods in Natural Language Processing14 citations Open access
Semantic Scholar
Entity Linking in the Job Market Domain
Mike Zhang, Rob van der Goot, Barbara Plank
2024Findings13 citations
Semantic Scholar
Synthetic Data for English Lexical Normalization: How Close Can We Get to Manually Annotated Data?
Kelly Dekker, Rob van der Goot
2020International Conference on Language Resources and Evaluation13 citations
Semantic Scholar
Probing for Labeled Dependency Trees
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
2022Annual Meeting of the Association for Computational Linguistics12 citations Open access
Semantic Scholar
The Denoised Web Treebank: Evaluating Dependency Parsing under Noisy Input Conditions
Joachim Daiber, Rob van der Goot
2016International Conference on Language Resources and Evaluation11 citations Open access
Semantic Scholar
Identifying Open Challenges in Language Identification
Rob van der Goot
2025Annual Meeting of the Association for Computational Linguistics10 citations Open access
Semantic Scholar
DistaLs: a Comprehensive Collection of Language Distance Measures
Rob van der Goot, Esther Ploeger, Verena Blaschke, Tanja Samardzic
2025Conference on Empirical Methods in Natural Language Processing10 citations Open access
Semantic Scholar
How Universal is Genre in Universal Dependencies?
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
2021International Workshop on Treebanks and Linguistic Theories10 citations
Semantic Scholar
Parser Adaptation for Social Media by Integrating Normalization
Rob van der Goot, Gertjan van Noord
2017Annual Meeting of the Association for Computational Linguistics10 citations Open access
Semantic Scholar
MaChAmp at SemEval-2023 tasks 2, 3, 4, 5, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets.
Rob van der Goot
2023International Workshop on Semantic Evaluation9 citations Open access
Semantic Scholar
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets
Rob van der Goot
2022International Workshop on Semantic Evaluation9 citations Open access
Semantic Scholar
Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get?
D. Iliescu, Rasmus Grand, Sara Qirko, Rob van der Goot
2021CALCS9 citations Open access
Semantic Scholar
ROB: Using Semantic Meaning to Recognize Paraphrases
Rob van der Goot, Gertjan van Noord
2015SemEval@NAACL-HLT9 citations Open access
Semantic Scholar
KARRIEREWEGE: A Large Scale Career Path Prediction Dataset
Elena Senger, Yuri Campbell, Rob van der Goot, Barbara Plank
2024International Conference on Computational Linguistics8 citations
Semantic Scholar
Native Language Prediction from Gaze: a Reproducibility Study
Lina Skerath, Paulina Toborek, A. Zielinska, Maria Barrett +1 more
2023Annual Meeting of the Association for Computational Linguistics8 citations Open access
Semantic Scholar
Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction
Elisa Bassignana, F. Ginter, Sampo Pyysalo, Rob van der Goot +1 more
2023Nordic Conference of Computational Linguistics7 citations
Semantic Scholar
CL-MoNoise: Cross-lingual Lexical Normalization
Rob van der Goot
2021Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)6 citations Open access
Semantic Scholar
sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection
A. Nourbakhsh, F. Vermeer, Gijs Wiltvank, Rob van der Goot
2019International Workshop on Semantic Evaluation6 citations Open access
Semantic Scholar
Toward more realistic career path prediction: evaluation and methods
Elena Senger, Yuri Campbell, Rob van der Goot, Barbara Plank
2025Frontiers Big Data5 citations Open access
Semantic Scholar
NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching
Mike Zhang, Rob van der Goot
2025Conference and Labs of the Evaluation Forum5 citations
Semantic Scholar
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
Robert Litschko, Max Müller-Eberstein, Rob van der Goot, Leon Weber +1 more
2023Conference on Empirical Methods in Natural Language Processing5 citations Open access
Semantic Scholar
Silver Syntax Pre-training for Cross-Domain Relation Extraction
Elisa Bassignana, F. Ginter, Sampo Pyysalo, Rob van der Goot +1 more
2023Annual Meeting of the Association for Computational Linguistics5 citations Open access
Semantic Scholar
Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature
Sajawel Ahmed, Rob van der Goot, Misbahur Rehman, Carl-Heinrich Kruse +3 more
2022International Conference on Computational Linguistics5 citations
Semantic Scholar