Natural Language Processing

Research output

Research output per year 2018 2019 2020 2021 2022 2022

• 88 Article in proceedings
• 7 Journal article
• 4 Anthology
• 4 Paper
• 5 More
  • 2 Conference abstract for conference
  • 2 Preprint
  • 1 Book chapter

Research output per year

Research output per year

Search results

• 2022

  A dataset of offensive language in Kosovo social media

  Ajvazi, A. & Hardmeier, C., Jun 2022, Proceedings of the 13th Conference on Linguistic Resources and Evaluation (LREC). European Language Resources Association (ELRA), p. 1860-1869

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• Bridging the Domain Gap for Stance Detection for the Zulu language

  Dlamini, G., BEKKOUCH, I. E. I., Khan, A. & Derczynski, L., 1 Sep 2022, Proceedings of the 2022 Intelligent Systems Conference (IntelliSys). Springer, Cham, p. 312-325

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Natural language processing systems 100%

• deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks

  Ulmer, D. T., Hardmeier, C. & Frellsen, J., 29 Apr 2022.

  Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review

  Open Access

  File

  • Neural networks 100%
  • Testing 84%
  • Deep learning 49%
  • Personnel 41%
  • Machine learning 40%

• Evidence > Intuition: Transferability Estimation for Encoder Selection

  Bassignana, E., Müller-Eberstein, M., Zhang, M. & Plank, B., 7 Dec 2022, The 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022. Abu Dhabi, United Arab Emirates: Association for Computational Linguistics, p. 4218–4227

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Computer vision 100%
  • Tuning 92%
  • Availability 83%

• 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 p.

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • learning 100%
  • reproducibility 55%
  • methodology 14%

• Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective

  Ulmer, D. T., Bassignana, E., Müller-Eberstein, M., Varab, D., Zhang, M., Hardmeier, C. & Plank, B., 29 Apr 2022.

  Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review

  Open Access

  File

  • learning 100%
  • reproducibility 37%
  • methodology 19%

• Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

  Ulmer, D. T., Frellsen, J. & Hardmeier, C., 7 Dec 2022, Findings of 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP).

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Natural language processing systems 100%
  • Calibration 62%
  • Uncertainty 51%
  • Lenses 13%
  • Software packages 13%

• 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. p. 1418-1427

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Syntactics 100%

• Handling and Presenting Harmful Text in NLP Research

  Kirk, H. R., Birhane, A., Vidgen, B. & Derczynski, L., 2022, Findings of EMNLP. Association for Computational Linguistics

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

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

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

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Labels 100%
  • Experiments 41%

• Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning

  Zhang, M., Jensen, K. N. & Plank, B., 16 Jun 2022, 13th International Conference on Language Resources and Evaluation. European Language Resources Association (ELRA), p. 436-447 11 p.

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Transfer learning 100%
  • Vacancies 37%
  • Taxonomies 29%
  • Application programming interfaces (API) 26%
  • Labels 23%

• 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, p. 1695-1703

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Multi-task learning 100%
  • Semantics 50%
  • Tuning 11%

• Modelling Persuasion through Misuse of Rhetorical Appeals

  Pauli, A. B., Derczynski, L. & Assent, I., 2022, Proc. Workshop on NLP for Positive Impact. Association for Computational Linguistics

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

• ParCorFull2.0: A parallel corpus annotated with full coreference

  Lapshinova-Koltunski, E., Ferreira, P. A., Lartaud, E. & Hardmeier, C., Jun 2022, Proceedings of the 13th Conference on Linguistic Resources and Evaluation (LREC). European Language Resources Association, p. 805-813

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• 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, p. 7711-7726

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP)

  Hardmeier, C. (ed.), Basta, C. (ed.), Costa-jussà, M. R. (ed.), Stanovsky, G. (ed.) & Gonen, H. (ed.), Jul 2022, Association for Computational Linguistics.

  Research output: Book / Anthology / Report / Ph.D. thesis › Anthology › Research › peer-review

  Open Access

• Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction

  Jurewicz, M. & Derczynski, L., Jul 2022, Proceedings on the International Joint Conferences on Artificial Intelligence.

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Neural networks 100%
  • Natural language processing systems 67%
  • Combinatorial optimization 60%
  • Computer vision 46%
  • Set theory 35%

• 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

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • job posting 100%
  • Occupation and Qualification 58%
  • supervision 51%
  • taxonomy 29%
  • labor market 24%

• SkillSpan: Hard and Soft Skill Extraction from English Job Postings

  Zhang, M., Jensen, K. N., Sonniks, S. D. & Plank, B., 9 Jul 2022, 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Association for Computational Linguistics

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• 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, p. 1296-1307

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Linguistics 100%
  • Computer vision 89%
  • Tuning 82%

• 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, p. 7730-7741

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Natural language processing systems 100%
  • Linguistics 77%
  • Semantics 55%

• 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., Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. p. 3753--3768

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Natural language processing systems 100%

• The Copenhagen Corpus of Eye Tracking Recordings from Natural Reading of Danish Texts

  Hollenstein, N., Barrett, M. J. & Björnsdóttir, M., 2022, Proceedings of the 13th Language Resources and Evaluation Conference (LREC 2022). p. 1712‑1720

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• The Sensitivity of Annotator Bias to Task Definitions in Argument Mining

  Jakobsen, T. S. T., Barrett, M. J., Søgaard, A. & Lassen, D. D., 2022, The Sixteenth Linguistic Annotation Workshop (LAW-XVI 2022). European Language Resources Association, p. 44-61

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• What do You Mean by Relation Extraction?
 A Survey on Datasets and Study on Scientific Relation Classification

  Bassignana, E. & Plank, B., 2022, The 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop. Dublin, Ireland: Association for Computational Linguistics, Vol. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop. p. 67–83 17 p.

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access
• 2021

  Abusive Language Recognition in Russian

  Saitov, K. & Derczynski, L., 20 Apr 2021, Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing. Association for Computational Linguistics, p. 20-25

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Machine learning 100%

• A mention-based system for revision requirements detection

  Ruby, A., Hardmeier, C. & Stymne, S., 2021, Proceedings of the First Workshop on Understanding Implicit and Underspecified Language (UnImplicit). Association for Computational Linguistics, p. 58-63

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

• An IDR Framework of Opportunities and Barriers between HCI and NLP

  Inie, N. & Derczynski, L., 20 Apr 2021, Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing: HCINLP. Association for Computational Linguistics, p. 101-108

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Human computer interaction 100%

• Annotating Online Misogyny

  Zeinert, P., Inie, N. & Derczynski, L., 3 Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Association for Computational Linguistics, p. 3181–3197

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Taxonomies 100%
  • Labels 80%

• Cartography Active Learning

  Zhang, M. & Plank, B., 8 Nov 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics, p. 395–406

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Problem-Based Learning 100%
  • Seed 9%
  • Labeling 9%
  • Learning algorithms 8%
  • Statistics 7%

• 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, p. 50-58

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Experiments 100%

• CL-MoNoise: Cross-lingual Lexical Normalization

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

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Labeling 100%

• Creating a Universal Dependencies Treebank of Spoken Frisian-Dutch Code-switched Data

  Braggaar, A. & van der Goot, R., 25 Sep 2021.

  Research output: Contribution to conference - NOT published in proceeding or journal › Conference abstract for conference › Research › peer-review

  Open Access

  • Frisians 100%
  • Treebank 96%
  • Utterance 59%
  • Code-switching 28%
  • Annotation 23%

• Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts

  Plank, B., 2021, Findings of ACL 2021. Association for Computational Linguistics, p. 1808 1815 p.

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Availability 100%

• Cross-lingual Multi-task Transfer for Zero-shot Task-oriented Dialog

  van der Goot, R., Stepanovic, M., Ramponi, A., Sharaf, I., Üstün, A., Imankulova, A., Khairunnisa, S. O., Komachi, M. & Plank, B., 25 Sep 2021.

  Research output: Contribution to conference - NOT published in proceeding or journal › Conference abstract for conference › Research › peer-review

  Open Access

  • Multi-task learning 100%
  • Pipelines 56%

• DanFEVER: claim verification dataset for Danish

  Nørregaard, J. & Derczynski, L., 1 Jun 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Northern European Association for Language Technology (NEALT)

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• DaNLP: An open-source toolkit for Danish Natural Language Processing

  Pauli, A. B., Barrett, M. J., Lacroix, O. & Hvingelby, R., 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics. Linköping Electronic Conference Proceedings, p. 460-466

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  • Natural language processing systems 100%
  • Industry 35%

• Decoding EEG brain activity for multi-modal natural language processing

  Hollenstein, N., Renggli, C., Glaus, B., Barrett, M. J., Troendle, M., Langer, N. & Zhang, C., 2021, In: Frontiers in Human Neuroscience. 15, 659410.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

• De-identification of Privacy-related Entities in Job Postings

  Jensen, K. N., Zhang, M. & Plank, B., 21 May 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics. Association for Computational Linguistics, p. 210-221 (Linköping Electronic Conference Proceedings; No. 21, Vol. 178).

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Vacancies 100%
  • Multi-task learning 99%
  • Data handling 88%
  • Long short-term memory 85%
  • Electronic mail 81%

• Discriminating Between Similar Nordic Languages

  Haas, R. & Derczynski, L., 20 Apr 2021, Proceedings of the Eighth Workshop on NLP for Similar Languages, Varieties and Dialects. Association for Computational Linguistics, p. 67–75

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Machine learning 100%

• Event and entity coreference across five European languages: Effects of context and referring expression

  Bevacqua, L., Loáiciga, S., Rohde, H. & Hardmeier, C., 18 Dec 2021, In: Dialogue and Discourse.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

  • event 100%
  • interpretation 11%
  • experiment 11%
  • trend 9%
  • evidence 8%

• Exploring the importance of source text in automatic post-editing for context-aware machine translation

  Wang, C., Hardmeier, C. & Sennrich, R., 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NODALIDA). Linköping University Electronic Press, p. 326-335

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

• Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets

  Olsen, B. A. & Plank, B., 2021, Proceedings of the 2021 EMNLP Workshop W-NUT: The Seventh Workshop on Noisy User-generated Text. Association for Computational Linguistics, p. 11–19

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Neural networks 100%
  • Statistical Models 74%
  • Labels 70%
  • Health 60%

• 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

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

• 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, p. 4786-4802

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Metadata 100%
  • Labels 86%

• How to write a bias statement: Recommendations for submissions to the Workshop on Gender Bias in NLP

  Hardmeier, C., Costa-jussà, M. R., Webster, K., Radford, W. & Blodgett, S. L., 2021.

  Research output: Working paper › Preprint

• 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, p. 69-85

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Metadata 100%
  • Labels 28%

• Hyperparameter Power Impact in Transformer Language Model Training

  Puvis de Chavannes, L. H., Kongsbak, M. G. K., Rantzau, T. & Derczynski, L., 1 Nov 2021, Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing. Association for Computational Linguistics

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

• "I’ll be there for you": The One with Understanding Indirect Answers

  Damgaard, C., Toborek, P., Eriksen, T. & Plank, B., 2021, The Second Workshop on Computational Approaches to Discourse. Association for Computational Linguistics

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File

  • Crowdsourcing 100%
  • Convolutional neural networks 77%
  • Experiments 60%

• 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, p. 2352-2365 13 p.

  Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

  Open Access

  File