Natural Language Processing

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  1. 2023
  2. Published

    Multilingual Event Extraction from Historical Newspaper Adverts

    Borenstein, Nadav, Da Silva Perez, N. & Augenstein, Isabelle, 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Long Papers. Association for Computational Linguistics (ACL), Vol. 1. p. 10304-10325

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

  3. Published

    On Evaluating Multilingual Compositional Generalization with Translated Datasets

    Wang, Zi & Hershcovich, Daniel, 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics (ACL), p. 1669-1687

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

  4. Published

    On Multimodal Representations Learned at Scale

    Bugliarello, Emanuele, 2023, Department of Computer Science, Faculty of Science, University of Copenhagen. 329 p.

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

  5. Published

    On the Independence of Association Bias and Empirical Fairness in Language Models

    Cabello Piqueras, Laura, Jørgensen, A. K. & Søgaard, Anders, 2023, Proceedings of the 6th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023. Association for Computing Machinery, Inc., p. 370-378

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

  6. Published

    PHD: Pixel-Based Language Modeling of Historical Documents

    Borenstein, Nadav, Rust, Phillip, Elliott, Desmond & Augenstein, Isabelle, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processin. Association for Computational Linguistics (ACL), p. 87–107

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

  7. Published

    Pay More Attention to Relation Exploration for Knowledge Base Question Answering

    Cao, Y., Li, X., Liu, H., Dai, W., Chen, S., Wang, B., Chen, M. & Hershcovich, Daniel, 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 2119-2136

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

  8. Published

    People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection

    Sen, I., Assenmacher, D., Samory, M., Augenstein, Isabelle, Aalst, W. & Wagner, C., 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 10480-10504

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

  9. Published

    Preface: Special issue on NLP approaches to offensive content online

    Zampieri, M., Augenstein, Isabelle, Krishnan, S., Melton, J. & Nakov, P., 2023, In: Natural Language Engineering. 29, 6, p. 1415 1 p.

    Research output: Contribution to journal › Editorial › Research

  10. Published

    Private Meeting Summarization Without Performance Loss

    Lee, S. & Søgaard, Anders, 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc., p. 2282-2286 5 p.

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

  11. Published

    Probing Pre-Trained Language Models for Cross-Cultural Differences in Values

    Arora, Arnav, Kaffee, L. & Augenstein, Isabelle, 2023, Proceedings of the First Workshop on Cross-Cultural Considerations in NLP (C3NLP). Association for Computational Linguistics (ACL), p. 114-130

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

  12. Published

    Probing for Hyperbole in Pre-Trained Language Models

    Schneidermann, Nina Skovgaard, Hershcovich, Daniel & Pedersen, Bolette Sandford, 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop),. Association for Computational Linguistics, p. 200–211 12 p.

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

  13. Published

    QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension

    Rogers, Anna, Gardner, M. & Augenstein, Isabelle, 2023, In: ACM Computing Surveys. 55, 10, 45 p., 197.

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

  14. Published

    Quantifying gender bias towards politicians in cross-lingual language models

    Stanczak, Karolina Ewa, Choudhury, S. R., Pimentel, T., Cotterell, R. & Augenstein, Isabelle, 2023, In: PLoS ONE. 18, 11 November, p. 1-24 e0277640.

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

  15. Published

    Rather a Nurse than a Physician - Contrastive Explanations under Investigation

    Eberle, O., Chalkidis, Ilias, Cabello Piqueras, Laura & Brandl, Stephanie, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 6907-6920

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

  16. Published

    Rawlsian AI fairness loopholes

    van Zee, Anna Katrine & Søgaard, Anders, 2023, In: AI and Ethics. 3, p. 1185–1192

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

  17. Published

    Re-Framing Case Law Citation Prediction from a Paragraph Perspective

    Olsen, Henrik Palmer, Garneau, Nicolas, Panagis, Yannis, Lindholm, J. & Søgaard, Anders, 2023, Legal Knowledge and Information Systems - JURIX 2023: 36th Annual Conference. Sileno, G., Spanakis, J. & van Dijck, G. (eds.). IOS Press BV, p. 323-328 (Frontiers in Artificial Intelligence and Applications, Vol. 379).

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

  18. Published

    Retrieval-augmented Image Captioning

    Ramos, R., Elliott, Desmond & Martins, B., 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. 3648-3663

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

  19. Published

    Revisiting Softmax for Uncertainty Approximation in Text Classification

    Holm, Andreas Nugaard, Wright, Dustin & Augenstein, Isabelle, 2023, In: Information (Switzerland). 14, 7, 16 p., 420.

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

  20. Published

    Smallcap: Lightweight Image Captioning Prompted with Retrieval Augmentation

    Ramos, R., Martins, B., Elliott, Desmond & Kementchedjhieva, Yova Radoslavova, 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, p. 2840-2849 10 p.

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

  21. Published

    Text Rendering Strategies for Pixel Language Models

    Lotz, Jonas Færch, Salesky, E., Rust, Phillip & Elliott, Desmond, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 10155–10172

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

  22. Published

    Textual Information and IPO Underpricing: A Machine Learning Approach

    Katsafados, A. G., Leledakis, G. N., Pyrgiotakis, E. G., Androutsopoulos, I., Chalkidis, Ilias & Fergadiotis, M., 2023, In: Journal of Financial Data Science. 5, 2, p. 100-135

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

  23. Published

    Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing

    Kaffee, L., Arora, Arnav, Talat, Z. & Augenstein, Isabelle, 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 13977-13998

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

  24. Published

    Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection

    Arakelyan, Erik, Arora, Arnav & Augenstein, Isabelle, 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Long papers. Association for Computational Linguistics (ACL), Vol. 1. p. 13448-13464

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

  25. Published

    Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation

    Hirasawa, T., Bugliarello, Emanuele, Elliott, Desmond & Komachi, M., 2023, Proceedings of the 8th Conference on Machine Translation, WMT 2023. Association for Computational Linguistics (ACL), p. 520-533

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

  26. Published

    WebQAmGaze: A Multilingual Webcam Eye-Tracking-While-Reading Dataset

    Nunes Ribeiro, T. F., Brandl, Stephanie, Søgaard, Anders & Hollenstein, N., 2023, arXiv.org, 14 p.

    Research output: Working paper › Preprint

  27. Published

    What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models?

    Cui, Ruixiang, Lee, S., Hershcovich, Daniel & 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. 8786-8800

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

  28. Published

    Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions

    Kaffee, L., Arora, Arnav & Augenstein, Isabelle, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 5891-5909

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

  29. 2022
  30. Published

    Every word counts: A multilingual analysis of individual human alignment with model attention

    Brandl, Stephanie & Hollenstein, N., 1 Nov 2022, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). Association for Computational Linguistics, p. 72-77 6 p.

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

  31. Published

    A Latent-Variable Model for Intrinsic Probing

    Stanczak, Karolina Ewa, Hennigen, L. T., Williams, A., Cotterell, R. & Augenstein, Isabelle, 20 Jan 2022, arxiv.org, 15 p.

    Research output: Working paper › Preprint

  32. Published

    Joint emotion label space modeling for affect lexica

    De Bruyne, L., Atanasova, Pepa Kostadinova & Augenstein, Isabelle, Jan 2022, In: Computer Speech and Language. 71, 20 p., 101257.

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

  33. Published

    A Cross-lingual Comparison of Human and Model Relative Word Importance

    Morger, F., Brandl, Stephanie, Beinborn, L. & Hollenstein, N., 2022, Proceedings of the 2022 CLASP Conference on (Dis)embodiment. Association for Computational Linguistics (ACL), p. 11-23 13 p.

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

  34. Published

    A Dataset of Sustainable Diet Arguments on Twitter

    Hansen, M. A. & Hershcovich, Daniel, 2022, Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI). Association for Computational Linguistics, p. 40–58

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

  35. Published

    A Survey on Stance Detection for Mis- and Disinformation Identification

    Hardalov, M., Arora, Arnav, Nakov, P. & Augenstein, Isabelle, 2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. Association for Computational Linguistics (ACL), p. 1259-1277

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

  36. Published

    AI for Patents: A Novel Yet Effective and Efficient Framework for Patent Analysis

    Son, J., Moon, H., Lee, J., Lee, S., Park, C., Jung, W. & Lim, H., 2022, In: IEEE Access. 10, p. 59205-59218 14 p.

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

  37. Published

    Accountable and Explainable Methods for Complex Reasoning over Text

    Atanasova, Pepa Kostadinova, 2022, 226 p.

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

  38. Published

    An Empirical Study on Cross-X Transfer for Legal Judgment Prediction

    Niklaus, J., Stürmer, M. & Chalkidis, Ilias, 2022, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Association for Computational Linguistics, p. 32–46

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

  39. Published

    Ancestor-to-Creole Transfer is Not a Walk in the Park

    Lent, H., Bugliarello, Emanuele & Søgaard, Anders, 2022, Proceedings of the Third Workshop on Insights from Negative Results in NLP. Association for Computational Linguistics (ACL), p. 68-74

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

  40. Published

    Are Multilingual Sentiment Models Equally Right for the Right Reasons?

    Jørgensen, R. K., Caccavale, F., Igel, Christian & Søgaard, Anders, 2022, Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP. Association for Computational Linguistics (ACL), p. 131–141

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

  41. Published

    Are Pretrained Multilingual Models Equally Fair across Languages?

    Cabello Piqueras, Laura & Søgaard, Anders, 2022, Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 3597–3605

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

  42. Published

    Beyond Text and Back Again

    Elliott, Desmond, 2022, Proceedings of the Web Conference 2021 (WWW ’21),. ACM, p. 364-364 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research

  43. Published

    Can AMR Assist Legal and Logical Reasoning?

    Schrack, Nikolaus Alexander, Cui, Ruixiang, López, H. A. & Hershcovich, Daniel, 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Association for Computational Linguistics, p. 1555-1568

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

  44. Published

    Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models?

    Ray Choudhury, S., Bhutani, N. & Augenstein, Isabelle, 2022, Proceedings of the 29th International Conference on Computational Linguistics. Association for Computational Linguistics (ACL), p. 1620–1635

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

  45. Published

    Challenges and Strategies in Cross-Cultural NLP

    Hershcovich, Daniel, Frank, Stella Christina, Lent, H., de Lhoneux, M., Abdou, M., Brandl, Stephanie, Bugliarello, Emanuele, Cabello Piqueras, Laura, Chalkidis, Ilias, Cui, Ruixiang, Fierro Mella, Constanza Catalina, Margatina, K., Rust, Phillip & Søgaard, Anders, 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), Vol. 1. p. 6997-7013

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

  46. Published

    Compositional Generalization in Multilingual Semantic Parsing over Wikidata

    Cui, Ruixiang, Aralikatte, R., Lent, H. & Hershcovich, Daniel, 2022, In: Transactions of the Association for Computational Linguistics. 10, p. 937-955

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

  47. Published

    Context dependent prediction in DNA sequence using neural networks

    Grønbæk, Christian, Liang, Yuhu, Elliott, Desmond & Krogh, Anders, 2022, In: PeerJ. 10, 22 p., e13666.

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

  48. Published

    Date Recognition in Historical Parish Records

    Cabello Piqueras, Laura, Fierro Mella, Constanza Catalina, Lotz, Jonas Færch, Rust, Phillip, Rommedahl, J., Due, J. K., Igel, Christian, Elliott, Desmond, Pedersen, C. B., Salazar, I. & Søgaard, Anders, 2022, Frontiers in Handwriting Recognition : 18th International Conference, ICFHR 2022, Hyderabad, India, December 4–7, 2022, Proceedings. Porwal, U., Fornés, A. & Shafait, F. (eds.). Springer, p. 49-64 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13639 LNCS).

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

  49. Published

    Diagnostics-Guided Explanation Generation

    Atanasova, Pepa Kostadinova, Simonsen, Jakob Grue, Lioma, Christina & Augenstein, Isabelle, 2022, In: Proceedings of the International Joint Conference on Artificial Intelligence. 36, 10, p. 10445-10453.

    Research output: Contribution to journal › Conference article › Research

  50. Published

    Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?

    Eberle, O., Brandl, Stephanie, Pilot, J. & Søgaard, Anders, 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 4295-4309 (Proceedings of the Annual Meeting of the Association for Computational Linguistics, Vol. 1).

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

  51. Published

    Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild

    Brandl, Stephanie, Hershcovich, Daniel & Søgaard, Anders, 2022, In: Proceedings of the International AAAI Conference on Web and Social Media. 16, p. 1368-1372

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

  52. Published

    Exploring the Unfairness of DP-SGD Across Settings

    Noe, F., Herskind , R. & Søgaard, Anders, 2022. 6 p.

    Research output: Contribution to conference › Paper › Research

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