← Authors

Rob van der Goot

63 papers · 2014–2025 · 7 conferences · across top CS/AI conferences

Achievements

๐Ÿ Cross-Pollinator (14) ๐Ÿฃ Hot Topic Early Bird ๐Ÿ—บ๏ธ Taxonomy Completionist (91) ๐ŸŒ‰ Interdisciplinary Bridge ๐Ÿงญ Keyword Pioneer ๐ŸŒˆ Renaissance Researcher (8) ๐ŸŒ Conference Polyglot (7) ๐Ÿƒ Academic Marathon (11) ๐Ÿบ Lone Wolf (10) ๐Ÿค Dynamic Duo (29) ๐Ÿ”ฌ Deep Specialist (16) ๐Ÿ† Keyword Champion (2) ๐Ÿ—ƒ๏ธ Keyword Collector (247) โšก Prolific Year (10) โ“ The Questioner (5) ๐Ÿ”ฅ Unstoppable (9) ๐Ÿ’Ž Century Club (63)

Conferences

EMNLP (16) COLING (12) ACL (11) EACL (11) NAACL (7) SEMEVAL (5) CONLL (1)

Top co-authors

Barbara Plank (29) Max Mรผller-Eberstein (13) Mike Zhang (7) Elisa Bassignana (6) Ahmet รœstรผn (4) Alan Ramponi (4) Gertjan van Noord (4) Nikola Ljubeลกiฤ‡ (3) Elena Senger (3) Tanja Samardลพiฤ‡ (3)

Research topics

Applications (1)

Keywords

transfer learning (12) dependency parsing (11) multi-task learning (10) text classification (10) language model (9) cross-lingual transfer (7) lexical normalization (7) multilingual nlp (7) sequence labeling (5) zero-shot learning (5) text normalization (4) named entity recognition (4) syntactic parsing (4) contextualized embedding (3) social media text (3) domain adaptation (3) part-of-speech tagging (3) model evaluation (3) natural language processing (3) low-resource language (3)

Papers

Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025
Do Syntactic Categories Help in Developmentally Motivated Curriculum Learning for Language Models? EMNLP 2025
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025
DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers NAACL 2025
Crossing Domains without Labels: Distant Supervision for Term Extraction EMNLP 2025
Identifying Open Challenges in Language Identification ACL 2025
DECAF: A Dynamically Extensible Corpus Analysis Framework ACL 2025
DistaLs: a Comprehensive Collection of Language Distance Measures EMNLP 2025
data2lang2vec: Data Driven Typological Features Completion COLING 2025
Iterative Structured Knowledge Distillation: Optimizing Language Models Through Layer-by-Layer Distillation COLING 2025
KARRIEREWEGE: A large scale Career Path Prediction Dataset COLING 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
Entity Linking in the Job Market Domain EACL 2024
Where are we Still Split on Tokenization? EACL 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction EACL 2024
Big City Bias: Evaluating the Impact of Metropolitan Size on Computational Job Market Abilities of Language Models EACL 2024
Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings EACL 2024
Can Humans Identify Domains? COLING 2024
Enough Is Enough! a Case Study on the Effect of Data Size for Evaluation Using Universal Dependencies COLING 2024
Whatโ€™s wrong with your model? A Quantitative Analysis of Relation Classification NAACL 2024
How to Encode Domain Information in Relation Classification COLING 2024
Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants COLING 2024
EEVEE: An Easy Annotation Tool for Natural Language Processing EACL 2024
Silver Syntax Pre-training for Cross-Domain Relation Extraction ACL 2023
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain ACL 2023
Native Language Prediction from Gaze: a Reproducibility Study ACL 2023
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. ACL 2023
Findings of the VarDial Evaluation Campaign 2023 EACL 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation EMNLP 2023
Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023
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. SEMEVAL 2023
Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature COLING 2022
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 NAACL 2022
Spectral Probing EMNLP 2022
Experimental Standards for Deep Learning in Natural Language Processing Research EMNLP 2022
On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers EMNLP 2022
Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022
Probing for Labeled Dependency Trees ACL 2022
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 SEMEVAL 2022
On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers CONLL 2022
Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media Data COLING 2022
Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP EACL 2021
We Need to Talk About train-dev-test Splits EMNLP 2021
Genre as Weak Supervision for Cross-lingual Dependency Parsing EMNLP 2021
MultiLexNorm: A Shared Task on Multilingual Lexical Normalization EMNLP 2021
CL-MoNoise: Cross-lingual Lexical Normalization EMNLP 2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021
Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get? NAACL 2021
On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions EACL 2021
Challenges in Annotating and Parsing Spoken, Code-switched, Frisian-Dutch Data EACL 2021
Lexical Normalization for Code-switched Data and its Effect on POS Tagging EACL 2021
Biomedical Event Extraction as Sequence Labeling EMNLP 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets EMNLP 2020
DaN+: Danish Nested Named Entities and Lexical Normalization COLING 2020
sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection SEMEVAL 2019
MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool ACL 2019
Multi-Team: A Multi-attention, Multi-decoder Approach to Morphological Analysis. ACL 2019
An In-depth Analysis of the Effect of Lexical Normalization on the Dependency Parsing of Social Media EMNLP 2019
Bleaching Text: Abstract Features for Cross-lingual Gender Prediction ACL 2018
Modeling Input Uncertainty in Neural Network Dependency Parsing EMNLP 2018
Parser Adaptation for Social Media by Integrating Normalization ACL 2017
ROB: Using Semantic Meaning to Recognize Paraphrases SEMEVAL 2015
The Meaning Factory: Formal Semantics for Recognizing Textual Entailment and Determining Semantic Similarity SEMEVAL 2014