Natural Language Processing

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  1. 2025
  2. Accepted/In press

    Unhappy Texts? A Gendered and Computational Rereading of The Modern Breakthrough

    Nielsen Degn, K., Bjerring-Hansen, Jens, Al-Laith, Ali Mohammed Ali & Hershcovich, Daniel, 2025, (Accepted/In press) In: Scandinavian Studies. 97, 2

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. 2024
  4. Published

    A Multilingual Perspective on Probing Gender Bias

    Stanczak, Karolina Ewa, 2024, Department of Computer Science, Faculty of Science, University of Copenhagen. 456 p.

    Research output: Book/Report › Ph.D. thesis › Research

  5. Published

    Adapting Neural Link Predictors for Data-Efficient Complex Query Answering

    Arakelyan, Erik, Minervini, P., Daza, D., Cochez, M. & Augenstein, Isabelle, 2024, 37th Conference on Neural Information Processing Systems (NeurIPS 2023).. OpenReview.net, 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  6. Published

    Bridging Cultural Nuances in Dialogue Agents through Cultural Value Surveys

    Cao, Y., Chen, M. & Hershcovich, Daniel, 2024, Findings of the Association for Computational Linguistics: EACL 2024. Association for Computational Linguistics (ACL), p. 929–945

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  7. E-pub ahead of print

    Can machines be trustworthy?

    Søgaard, Anders, 2024, (E-pub ahead of print) In: AI and Ethics. 9 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  8. Published

    Cultural Adaptation of Recipes

    Cao, Y., Kementchedjhieva, Yova Radoslavova, Cui, Ruixiang, Karamolegkou, Antonia, Zhou, L., Dare, M., Donatelli, L. & Hershcovich, Daniel, 2024, In: Transactions of the Association for Computational Linguistics. 12, p. 80-99

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. Published

    Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking

    Cao, Y., Ding, R., Chen, B., Li, X., Chen, M., Hershcovich, Daniel, Xie, P. & Huang, F., 2024, Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics (ACL), p. 1516–1530

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  10. E-pub ahead of print

    Identity Theory and Falsifiability

    Søgaard, Anders, 2024, (E-pub ahead of print) In: Acta Analytica.

    Research output: Contribution to journal › Journal article › Research › peer-review

  11. Published

    Imitation of Life: A Search Engine for Biologically Inspired Design

    Emuna, H., Borenstein, Nadav, Qian, Xin, Kang, H., Chan, J., Kittur, A. & Shahaf, D., 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 11, p. 503-511 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  12. Published

    Is word order considered by foundation models? A comparative task-oriented analysis

    Zhao, Q., Li, Jiaang, Liu, J., Kang, Zhongfeng & Zhou, Z., 2024, In: Expert Systems with Applications. 241, 10 p., 122700.

    Research output: Contribution to journal › Journal article › Research › peer-review

  13. E-pub ahead of print

    On Hedden's proof that machine learning fairness metrics are flawed

    Søgaard, Anders, Kappel, Klemens & Grünbaum, Thor, 2024, (E-pub ahead of print) In: Inquiry. 20 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  14. Published

    On the Interplay between Fairness and Explainability

    Brandl, Stephanie, Bugliarello, Emanuele & Chalkidis, Ilias, 2024, arXiv.org, 15 p.

    Research output: Working paper › Preprint › Research

  15. E-pub ahead of print

    On the Opacity of Deep Neural Networks

    Søgaard, Anders, 2024, (E-pub ahead of print) In: Canadian Journal of Philosophy.

    Research output: Contribution to journal › Journal article › Research › peer-review

  16. Published

    Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models

    Arakelyan, Erik, Liu, Z. & Augenstein, Isabelle, 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 432-444 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  17. Published

    The Role of Data Curation in Image Captioning

    Li, Wenyan, Lotz, Jonas Færch, Qiu, C. & Elliott, Desmond, 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 1074-1088 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  18. E-pub ahead of print

    Towards more comprehensive nationwide familial aggregation studies in Denmark: The Danish Civil Registration System versus the lite Danish Multi-Generation Register

    Due, J. K., Pedersen, M. G., Antonsen, S., Rommedahl, J., Agerbo, E., Mortensen, P. B., Sørensen, H. T., Lotz, Jonas Færch, Cabello Piqueras, Laura, Fierro Mella, Constanza Catalina, Karamolegkou, Antonia, Igel, Christian, Rust, Phillip, Søgaard, Anders & Pedersen, C. B., 2024, (E-pub ahead of print) In: Scandinavian Journal of Public Health. p. 1-11

    Research output: Contribution to journal › Journal article › Research › peer-review

  19. 2023
  20. Published

    Sentiment Classification of Historical Danish and Norwegian Literary Texts

    Al-Laith, Ali Mohammed Ali, Nielsen Degn, K., Conroy, A., Pedersen, Bolette Sandford, Bjerring-Hansen, Jens & Hershcovich, Daniel, May 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). Association for Computational Linguistics (ACL), p. 324–334

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  21. Published

    A Latent-Variable Model for Intrinsic Probing

    Stanczak, Karolina Ewa, Torroba Hennigen, L., Williams, A., Cotterell, R. & Augenstein, Isabelle, 2023, In: AAAI Conference on Artificial Intelligence. 37, 11, p. 13591-13599

    Research output: Contribution to journal › Journal article › Research › peer-review

  22. Published

    A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned, and Perspectives

    Rethmeier, Nils & Augenstein, Isabelle, 2023, In: ACM Computing Surveys. 55, 10, 17 p., 203.

    Research output: Contribution to journal › Journal article › Research › peer-review

  23. Published

    A Two-Sided Discussion of Preregistration of NLP Research

    Søgaard, Anders, Hershcovich, Daniel & de Lhoneux, M., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 83-93

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  24. Published

    An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text

    Kementchedjhieva, Yova Radoslavova & Chalkidis, Ilias, 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 5828-5843 1 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  25. Published

    Approximate answering of graph queries

    Cochez, M., Alivanistos, D., Arakelyan, Erik, Berrendorf, M., Daza, D., Galkin, M., Minervini, P., Niepert, M. & Ren, H., 2023, Compendium of Neurosymbolic Artificial Intelligence. IOS Press, p. 373-386 14 p. (Frontiers in Artificial Intelligence and Applications, Vol. 369).

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  26. Published

    Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study

    Cao, Y., Zhou, L., Lee, S., Cabello Piqueras, Laura, Chen, M. & Hershcovich, Daniel, 2023, Proceedings of the First Workshop on Cross-Cultural Considerations in NLP (C3NLP). Association for Computational Linguistics (ACL), p. 53-67

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  27. Published

    Being Right for Whose Right Reasons?

    Jakobsen, Terne Sasha Thorn, Cabello Piqueras, Laura & Søgaard, Anders, 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics : Long Papers. Association for Computational Linguistics (ACL), Vol. 1. p. 1033-1054

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  28. Published

    Cleaner Categories Improve Object Detection and Visual-Textual Grounding

    Rigoni, D., Elliott, Desmond & Frank, Stella Christina, 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (eds.). Springer, p. 412-442 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13885 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  29. Published

    Copyright Violations and Large Language Models

    Karamolegkou, Antonia, Li, Jiaang, Zhou, L. & Søgaard, Anders, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 7403-7412

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  30. Published

    Cross-Cultural Transfer Learning for Chinese Offensive Language Detection

    Zhou, L., Cabello Piqueras, Laura, Cao, Y. & Hershcovich, Daniel, 2023, EACL 2023 - Cross-Cultural Considerations in NLP @ EACL, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 8-15

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  31. Published

    Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features

    Zhou, L., Karamolegkou, Antonia, Chen, W. & Hershcovich, Daniel, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 12684–12702

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  32. Published

    Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models

    Rust, Phillip & Søgaard, Anders, 2023, In: Proceedings of Machine Learning Research. 202, p. 29354-29387

    Research output: Contribution to journal › Conference article › Research › peer-review

  33. Published

    Domain-Specific Word Embeddings with Structure Prediction

    Lassner, D., Brandl, Stephanie, Baillot, A. & Nakajima, S., 2023, In: Transactions of the Association for Computational Linguistics. 11, p. 320-335

    Research output: Contribution to journal › Journal article › Research › peer-review

  34. Published

    EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023

    Vlachos, A. (ed.) & Augenstein, Isabelle (ed.), 2023, Findings of the Association for Computational Linguistics: EACL 2023. Association for Computational Linguistics (ACL)

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  35. Published

    EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference

    Vlachos, A. (ed.) & Augenstein, Isabelle (ed.), 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL)

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  36. Published

    Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning

    Saggau, D., Rezaei, M., Bischl, B. & Chalkidis, Ilias, 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 12181-12190

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  37. Published

    Efficient, Adaptable and Interpretable NLP

    Rethmeier, Nils, 2023, Department of Computer Science, Faculty of Science, University of Copenhagen. 195 p.

    Research output: Book/Report › Ph.D. thesis › Research

  38. Published

    Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models

    Cabello Piqueras, Laura, Bugliarello, Emanuele, Brandl, Stephanie & Elliott, Desmond, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 8465-8483

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  39. Published

    Explaining Interactions Between Text Spans

    Choudhury, S., Atanasova, Pepa Kostadinova & Augenstein, Isabelle, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 12709-12730

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  40. Published

    Faithfulness Tests for Natural Language Explanations

    Atanasova, Pepa Kostadinova, Camburu, O. M., Lioma, Christina, Lukasiewicz, T., Simonsen, Jakob Grue & Augenstein, Isabelle, 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Association for Computational Linguistics (ACL), p. 283-294 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  41. Published

    Grammatical Error Correction through Round-Trip Machine Translation

    Kementchedjhieva, Yova Radoslavova & Søgaard, Anders, 2023, Findings of the Association for Computational Linguistics: EACL 2023. Association for Computational Linguistics (ACL), p. 2208-2215

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  42. Published

    Grammatical Gender's Influence on Distributional Semantics: A Causal Perspective

    Stanczak, Karolina Ewa, Du, K., Williams, A., Augenstein, Isabelle & Cotterell, R., 2023, arxiv.org, 12 p.

    Research output: Working paper › Preprint › Research

  43. Published

    Grounding the Vector Space of an Octopus: Word Meaning from Raw Text

    Søgaard, Anders, 2023, In: Minds and Machines. 33, 1, p. 33–54 22 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  44. Published

    Implications of the Convergence of Language and Vision Model Geometries

    Li, Jiaang, Kementchedjhieva, Yova Radoslavova & Søgaard, Anders, 2023, arXiv.org, 19 p.

    Research output: Working paper › Preprint › Research

  45. Published

    Introduction to the Special Issue on Truth and Trust Online

    Wright, Dustin, Papotti, P. & Augenstein, Isabelle, 2023, In: Journal of Data and Information Quality. 15, 1, 1.

    Research output: Contribution to journal › Editorial › Research

  46. Published

    Invisible Women in Digital Diplomacy: A Multidimensional Framework for Online Gender Bias Against Women Ambassadors Worldwide

    Golovchenko, Yevgeniy, Stanczak, Karolina Ewa, Adler-Nissen, Rebecca, Wangen, P. & Augenstein, Isabelle, 2023, arxiv.org, 59 p.

    Research output: Working paper › Preprint › Research

  47. Published

    LMCAP: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting

    Ramos, R., Martins, B. & Elliott, Desmond, 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 1635-1651

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  48. Published

    Language Modelling with Pixels

    Rust, Phillip, Lotz, Jonas Færch, Bugliarello, Emanuele, Salesky, E., Lhoneux, M. D. & Elliott, Desmond, 2023, The Eleventh International Conference on Learning Representations. arXiv.org, 32 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  49. Published

    LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development

    Chalkidis, Ilias, Garneau, Nicolas, Søgaard, Anders, Goantă, C. & Katz, D. M., 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics (ACL), p. 15513-15535 23 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  50. Published

    MULTIFIN: A Dataset for Multilingual Financial NLP

    Jørgensen, R. K., Brandt, O., Hartmann, M., Dai, X., Igel, Christian & Elliott, Desmond, 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), p. 864-879

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  51. Published

    Mapping Brains with Language Models: A Survey

    Karamolegkou, Antonia, Abdou, M. & Søgaard, Anders, 2023, Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics (ACL), p. 9748-9762

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  52. Published

    Measuring Gender Bias in West Slavic Language Models

    Martinková, S., Stańczak, K. & Augenstein, Isabelle, 2023, EACL 2023 - 9th Workshop on Slavic Natural Language Processing, Proceedings of the SlavicNLP 2023. Association for Computational Linguistics (ACL), p. 146-154 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  53. Published

    Measuring Intersectional Biases in Historical Documents

    Borenstein, Nadav, Stanczak, Karolina Ewa, Rolskov, T., da Silva Perez, N., Klein Kafer, Natacha & Augenstein, Isabelle, 2023, Findings of the 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), Vol. ACL 2023. p. 2711–2730

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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