Rob van der Goot

Publikation

Publikationer pr. år 2019 2021 2022 2023 2024 2024

• 46 Konferencebidrag i proceedings
• 2 Konferenceabstrakt til konference

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2024

  Big City Bias: Evaluating the Impact of Metropolitan Size on Computational Job Market Abilities of Language Models

  Campanella, C. & van der Goot, R., 1 mar. 2024, Proceedings of the First Workshop on Natural Language Processing for Human Resources (NLP4HR 2024). Hruschka, E., Lake, T., Otani, N. & Mitchell, T. (red.). St. Julian's, Malta: Association for Computational Linguistics, s. 73-77 5 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Job Market 100%
  • Employers 100%
  • Language Model 100%
  • Job Matching 100%
  • Large Language Models 100%

• Can Humans Identify Domains?

  Barrett, M. J., Müller-Eberstein, M., Bassignana, E., Pauli, A. B., Zhang, M. & van der Goot, R., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). European Language Resources Association (ELRA)

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Prose 100%
  • Dewey 100%
  • Genre 100%
  • Annotation 100%

• Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings

  Senger, E., Zhang, M., van der Goot, R. & Plank, B., mar. 2024, 1st Workshop on Natural Language Processing for Human Resources. Association for Computational Linguistics, s. 1–15 15 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Deep Learning Methods 100%
  • Job Postings 100%
  • Skill Classification 100%
  • Skill Extraction 100%
  • Job Market Analysis 100%

• EEVEE: An Easy Annotation Tool for Natural Language Processing

  Sorensen, A., Peng, S., Plank, B. & Van Der Goot, R., 1 mar. 2024, Proceedings of The 18th Linguistic Annotation Workshop (LAW-XVIII). Henning, S. & Stede, M. (red.). St. Julians, Malta: Association for Computational Linguistics, s. 216-221 6 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  • Natural Language Processing 100%
  • Annotation 100%
  • Annotation Tool 100%
  • Separated File 33%
  • Single Support 33%

• Enough Is Enough! a Case Study on the Effect of Data Size for Evaluation Using Universal Dependencies

  van der Goot, R., Liu, Z. & Müller-Eberstein, M., 1 maj 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (red.). Torino, Italia: ELRA and ICCL, s. 6167-6176 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• Entity Linking in the Job Market Domain

  Zhang, M., van der Goot, R. & Plank, B., mar. 2024, The 18th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, s. 410–419

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Job Market 100%
  • Entity Linking 100%
  • High Performance 25%
  • Natural Language Processing 25%
  • Wikipedia 25%

• How to Encode Domain Information in Relation Classification

  Bassignana, E., Unmack Gascou, V., Nøhr Laustsen, F., Kristensen, G., Haahr Petersen, M., van der Goot, R. & Plank, B., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). European Language Resources Association (ELRA), s. 8301-8306 6 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Relation Classification 100%
  • Domain Information 100%
  • High Performance 33%
  • Training Data 33%
  • Part-of 33%

• NNOSE: Nearest Neighbor Occupational Skill Extraction

  Zhang, M., van der Goot, R., Kan, M.-Y. & Plank, B., mar. 2024, The 18th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, s. 589–608

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Nearest Neighbor 100%
  • Skill Extraction 100%
  • Performance Gain 100%
  • Language Modeling 100%
  • Information Retrieval 100%

• Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants

  Winkler, M., Juozapaityte, V., van der Goot, R. & Plank, B., 1 maj 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (red.). Torino, Italia: ELRA and ICCL, s. 14898-14915 18 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• Where are we Still Split on Tokenization?

  van der Goot, R., 1 mar. 2024, Findings of the Association for Computational Linguistics: EACL 2024. Graham, Y. & Purver, M. (red.). St. Julian's, Malta: Association for Computational Linguistics, s. 118-137 20 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Tokenization 100%
  • Lexical Tokenization 100%
  • Latin (Language) 50%
  • Subword 50%
  • Natural Language Processing 16%
• 2023

  DanTok: Domain Beats Language for Danish Social Media POS Tagging

  Hansen, K. K., Barrett, M. J., Müller-Eberstein, M., Damgaard, C., Eriksen, T. & van der Goot, R., 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). s. 271–279 9 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Annotation 100%
  • Specialised Domain 50%
  • Source Modeling 50%
  • Switching Uncertainties 50%
  • Human Uncertainty 50%

• ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain

  Zhang, M., van der Goot, R. & Plank, B., jul. 2023, The 61st Annual Meeting of the Association for Computational Linguistics. Toronto, Canada: Association for Computational Linguistics, Bind Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). s. 11871–11890 20 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Job Market 100%
  • Language Modeling 100%
  • Professional Occupations 100%
  • XLM-R 66%
  • Natural Language Processing 50%

• Establishing Trustworthiness: Rethinking Tasks and Model Evaluation

  Litschko, R., Müller-Eberstein, M., van der Goot, R., Weber-Genzel, L. & Plank, B., 6 dec. 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapore: Association for Computational Linguistics, s. 193-203 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Trustworthiness 100%
  • Natural Language Processing 100%
  • Evaluation Model 100%
  • Evaluation Protocol 100%
  • Large Language Models 100%

• Findings of the VarDial Evaluation Campaign 2023

  Aepli, N., Çöltekin, Ç., van der Goot, R., Jauhiainen, T., Kazzaz, M., Ljubešic, N., North, K., Plank, B., Scherrer, Y. & Zampieri, M., maj 2023, Tenth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2023). Association for Computational Linguistics, s. 251-261 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Evaluation Campaign 100%
  • Similar Languages 100%
  • Language Variety 100%
  • Shared Task 66%
  • Language Variation 66%

• MaChAmp at SemEval-2023 Tasks 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets

  van der Goot, R., jul. 2023, Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). Association for Computational Linguistics, s. 230-245

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • SemEval 100%
  • Language Modeling 100%
  • Intermediate 100%
  • Multi-task 50%

• Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction

  Bassignana, E., Ginter, F., Pyysalo, S., van der Goot, R. & Plank, B., 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa. University of Tartu Library, s. 80 - 85

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Relation Extraction 100%
  • Multi-domain Dataset 100%
  • English (Language) 100%
  • Baseline Model 100%
  • Sanity 33%

• Native Language Prediction from Gaze: a Reproducibility Study

  Skerath, L., Toborek, P., Zielińska, A., Barrett, M. J. & van der Goot, R., 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop). s. 152-159 8 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers

  Samardžić, T., Gutierrez-Vasques, X., van der Goot, R., Müller-Eberstein, M., Pelloni, O. & Plank, B., dec. 2023, Proceedings of the 26th Conference on Computational Natural Language Learning (CoNLL). Association for Computational Linguistics, Bind 26. s. 266-281 16 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Parser 100%
  • Language Space 100%
  • Syntactics 100%
  • Parsing 100%
  • Related Language 100%

• Silver Syntax Pre-training for Cross-Domain Relation Extraction

  Bassignana, E., Ginter, F., Pyysalo, S., van der Goot, R. & Plank, B., 2023, Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics, s. 6984 - 6993

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Cross-domain 100%
  • Relation Extraction 100%
  • Syntactics 100%
  • Syntactic Relation 100%
  • Annotated Dataset 50%

• Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training

  Müller-Eberstein, M., van der Goot, R., Plank, B. & Titov, I., 6 dec. 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Singapore: Association for Computational Linguistics, s. 13190-13208

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Training Model 100%
  • Information Sharing 100%
  • Language Model 100%
  • Linguistic Information 100%
  • Share Information 100%
• 2022

  Experimental Standards for Deep Learning in Natural Language Processing Research

  Ulmer, D. T., Bassignana, E., Müller-Eberstein, M., Varab, D., Zhang, M., van der Goot, R., Hardmeier, C. & Plank, B., 7 dec. 2022, Findings of 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP). 20 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Deep Learning 100%
  • Deep Learning Method 100%
  • Explosive Growth 33%
  • Public Repositories 33%

• Frustratingly Easy Performance Improvements for Low-resource Setups: A Tale on BERT and Segment Embeddings

  van der Goot, R., Müller-Eberstein, M. & Plank, B., 2022, Proceedings of the Language Resources and Evaluation Conference. s. 1418-1427

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Performance Improvement 100%
  • Low-resource 100%
  • Segment Embeddings 100%
  • BERT Embeddings 100%
  • Bidirectional Encoder Representations From Transformers 100%

• Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media Data

  Vielsted, M., Wallenius, N. & van der Goot, R., okt. 2022, Proceedings of the Eighth Workshop on Noisy User-generated Text (W-NUT 2022). Association for Computational Linguistics, s. 180-193

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Cross-domain 100%
  • Social Media Data 100%
  • Dialogue Act Classification 100%
  • Social Medium Data 100%
  • Natural Language Processing 50%

• 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

  van der Goot, R., 2022, Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). Association for Computational Linguistics, s. 1695-1703

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Multi-task 100%
  • SemEval 100%
  • Multilingual Learning 100%
  • Semantic Dataset 100%

• Probing for Labeled Dependency Trees

  Müller-Eberstein, M., van der Goot, R. & Plank, B., 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, s. 7711-7726

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Linear Probe 100%
  • Parser 100%
  • Dependency Tree 100%
  • dependency parse 100%

• Skill Extraction from Job Postings using Weak Supervision

  Zhang, M., Jensen, K. N., van der Goot, R. & Plank, B., 19 sep. 2022, RecSys in HR'22: The 2nd Workshop on Recommender Systems for Human Resources, in conjunction with the 16th ACM Conference on Recommender Systems, September 18--23, 2022, Seattle, USA.. CEUR Workshop Proceedings

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Job Postings 100%
  • Unsupervised Learning 100%
  • Skill Extraction 100%
  • Professional Occupations 100%
  • Job Posting 100%

• Sort by Structure: Language Model Ranking as Dependency Probing

  Müller-Eberstein, M., van der Goot, R. & Plank, B., 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, s. 1296-1307

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Language Model 100%
  • Model Ranking 100%
  • Language Modeling 100%
  • Parser 50%
  • Order of Magnitude 25%

• Spectral Probing

  Müller-Eberstein, M., van der Goot, R. & Plank, B., dec. 2022, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates: Association for Computational Linguistics, s. 7730-7741

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Spectral Profile 100%
  • Subword 50%
  • Contextual Embeddings 50%
  • Frequency Filtering 50%
  • Granular Analysis 50%

• Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature

  Ahmed, S., van der Goot, R., Rehman, M., Kruse, C., Özsoy, Ö., Mehler, A. & Roig, G., okt. 2022, Proceedings of the 29th International Conference on Computational Linguistics. s. 3753--3768

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Multi-task 100%
  • Topic Modeling 100%
  • Named Entity Recognition 100%
  • Classical Arabic 100%
  • Tafsir 100%
• 2021

  Challenges in Annotating and Parsing Spoken, Code-switched, Frisian-Dutch Data

  Braggaar, A. & van der Goot, R., apr. 2021, Proceedings of the Second Workshop on Domain Adaptation for NLP. Association for Computational Linguistics, s. 50-58

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Dutch 100%
  • Parsing 100%
  • Treebank 100%
  • Code-switching 100%
  • Language Resource 100%

• CL-MoNoise: Cross-lingual Lexical Normalization

  van der Goot, R., okt. 2021, Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Association for Computational Linguistics, s. 510 4 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Cross-lingual 100%
  • Lexical Normalization 100%
  • Starting Point 100%
  • Natural Language Processing 100%
  • Capitalization 66%

• From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding

  van der Goot, R., Sharaf, I., Imankulova, A., Üstün, A., Stepanovic, M., Ramponi, A., Khairunnisa, S. O., Komachi, M. & Plank, B., 2021, Proceedings of NAACL. Association for Computational Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Non-English 100%
  • Auxiliary Task 100%
  • Masked Language Model 100%
  • Language Understanding 100%
  • Spoken Language 100%

• Genre as Weak Supervision for Cross-lingual Dependency Parsing

  Müller-Eberstein, M., van der Goot, R. & Plank, B., nov. 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic: Association for Computational Linguistics, s. 4786-4802

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Cross-lingual 100%
  • Dependency Parsing 100%
  • Unsupervised Learning 100%
  • Data Selection 100%
  • dependency parse 100%

• How Universal is Genre in Universal Dependencies?

  Müller-Eberstein, M., van der Goot, R. & Plank, B., dec. 2021, Proceedings of the 20th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2021). Sofia, Bulgaria: Association for Computational Linguistics, s. 69-85

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Universal Dependencies 100%
  • Instance Level 100%
  • Treebank 80%
  • Annotation 50%
  • Varying Degree 50%

• Lexical Normalization for Code-switched Data and its Effect on POS Tagging

  van der Goot, R. & Çetinoğlu, Ö., apr. 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics, s. 2352-2365 13 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • POS Tagging 100%
  • Lexical Normalization 100%
  • Code-switching 100%
  • Natural Language Processing 100%
  • Multiple Language 100%

• Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP

  van der Goot, R., Üstün, A., Ramponi, A., Sharaf, I. & Plank, B., 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Association for Computational Linguistics, s. 176-197

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Natural Language Processing 100%
  • Multi-task Learning 100%
  • Contextual Embeddings 100%
  • NLP. 100%
  • Multitask Learning 100%

• Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get?

  Iliescu, D.-M., Grand, R., van der Goot, R. & Qirko, S., jun. 2021, Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching. Association for Computational Linguistics, s. 65 6 s. (Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Code-switching 100%
  • Spanish-English Bilinguals 100%
  • Training Data 100%
  • N-gram 66%
  • Natural Language Processing 50%

• MultiLexNorm: A Shared Task on Multilingual Lexical Normalization

  van der Goot, R., Ramponi, A., Zubiaga, A., Plank, B., Muller, B., San Vicente Roncal, I., Ljubešic´, N., Çetinoğlu, Ö., Mahendra, R., Çolakoglu, T., Baldwin, T., Caselli, T. & Sidorenko, W., nov. 2021, Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Association for Computational Linguistics, s. 493–509 16 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Shared Task 100%
  • Lexical Normalization 100%
  • Parts Of Speech Tagging 100%
  • Parsing 100%
  • Part-of 50%

• On the Effectiveness of Dataset Embeddings in Mono-lingual, Multi-lingual and Zero-shot Conditions

  van der Goot, R., Üstün, A. & Plank, B., apr. 2021, Proceedings of the Second Workshop on Domain Adaptation for NLP: EACL 2021 workshop. Association for Computational Linguistics, s. 183–194

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Performance Increase 100%
  • Parsing 100%
  • Lemmatization 100%
  • Data Source 100%
  • Heterogeneous Data Sources 33%

• We Need to Talk About train-dev-test Splits

  van der Goot, R., okt. 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, s. 4485 9 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Development Data 100%
  • Neural Network 100%
  • Model Selection 50%
  • Overfitting 50%
• 2020

  Biomedical Event Extraction as Sequence Labeling

  Ramponi, A., van der Goot, R., Lombardo, R. & Plank, B., nov. 2020, Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Sequence Labeling 100%
  • Biomedical Event Extraction 100%
  • Event Extraction 100%
  • Multi-task Learning 16%
  • Viable Approach 16%

• DAN+: Danish Nested Named Entities and Lexical Normalization

  Plank, B., Jensen, K. N. & van der Goot, R., dec. 2020, The 28th International Conference on Computational Linguistics. Association for Computational Linguistics, s. 6649–6662

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Lexical Normalization 100%
  • Named Entity Normalization 100%
  • Nested Entities 100%
  • Named Entity Recognition 100%
  • Bidirectional Encoder Representations From Transformers 100%

• NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets

  Møller, A. G., van der Goot, R. & Plank, B., nov. 2020, Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020). Association for Computational Linguistics, s. 331-336

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Tweets 100%
  • COVID-19 100%
  • BERT Model 100%
  • NLP. 100%
  • Bidirectional Encoder Representations From Transformers 100%

• Norm It! Lexical Normalization for Italian and Its Downstream Effects forDependency Parsing

  van der Goot, R., Ramponi, A., Caselli, T., Cafagna, M. & De Mattei, L., maj 2020, Proceedings of the Twelfth International Conference on Language Resources and Evaluation (LREC 2020). France: European Language Resources Association (ELRA), s. 6272–6278

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Parsing 100%
  • Lexical Normalization 100%
  • Downstream Effects 100%
  • Social Medium Data 100%
  • Italian 100%

• Synthetic Data for English Lexical Normalization: How Close Can We Get to Manually Annotated Data?

  Dekker, K. & van der Goot, R., maj 2020, Proceedings of the Twelfth International Conference on Language Resources and Evaluation (LREC 2020). European Language Resources Association, s. 6300-6309

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Annotated Dataset 100%
  • Synthetic Data 100%
  • Lexical Normalization 100%
  • Natural Language Processing 100%
  • Training Data 66%
• 2019

  An In-depth Analysis of the Effect of Lexical Normalization on the Dependency Parsing of Social Media

  van der Goot, R., okt. 2019, Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019). Hong Kong, China: Association for Computational Linguistics, s. 115–120 5 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Social Media 100%
  • Dependency Parsing 100%
  • Lexical Normalization 100%
  • dependency parse 100%
  • Social Medium Data 100%