Computer Science

2024

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, p. 1–15 15 p.

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

Open Access

Design Goals for End-User Development of Robot-Assisted Physical Training Activities: A Participatory Design Study

De La Rosa Gutierrez, J. P., Silva, T. R., Dittrich, Y. & Sørensen, A. S., 1 Jun 2024, In: Proc. ACM Hum.-Comput. Interact.. 8, EICS

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

Open Access

Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models

Haas, R., Huberman-Spiegelglas, I., Mulayoff, R., Graßhof, S., Brandt, S. S. & Michaeli, T., 2024, 18th IEEE International Conference on Automatic Face and Gesture Recognition.

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

Open Access

Dissecting Biases in Relation Extraction: A Cross-Dataset Analysis on People’s Gender and Origin

Stranisci, M. A., Huguet Cabot, P.-L., Bassignana, E. & Navigli, R., 2024, Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing (GeBNLP). p. 190-202

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

Open Access

Do You See What I See? Emotional Reaction to Visual Content in the Online Debate About Climate Change

Rossi, L. & Arminio, L., 4 Nov 2024, In: Environmental Communication. 1, 19

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

Open Access

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. (eds.). St. Julians, Malta: Association for Computational Linguistics, p. 216-221 6 p.

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

Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies

Chatziliadis, X., Tzirita Zacharatou, E., Eracar, A., Zeuch, S. & Markl, V., Feb 2024, In: Proceedings of the VLDB Endowment. 17, 6, p. 1501-1514 13 p.

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

Open Access

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 May 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. (eds.). Torino, Italia: ELRA and ICCL, p. 6167-6176 10 p.

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

Open Access

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, p. 410–419

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

Open Access

Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings

Widyadhana Bhagaskoro, R., Markl, V. & Kaoudi, Z., 2024, EDBT. p. 664-675

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

Exploring connections of spectral analysis and transfer learning in medical imaging ...

Lu, Y., Juodelyte, D., Victor, J. D. & Cheplygina, V., 2024, 11 p.

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

Open Access

Factored space models: Towards causality between levels of abstraction

Garrabrant, S., Mayer, M. G., Wache, M., Lang, L., Eisenstat, S. & Dell, H., 3 Dec 2024, p. 1-29.

Research output: Working paper › Preprint

File

Failing Our Youngest: On the Biases, Pitfalls, and Risks in a Decision Support Algorithm Used for Child Protection

Hansen, T. M., Sinatra, R. & Sekara, V., 2024, FAccT '24: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency. p. 290-300

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

Open Access

Fairness Through Controlled (Un)Awareness in Node Embeddings

Vetter, D., Forth, J., Roig, G. & Dell, H., 29 Jul 2024, arXiv, p. 1-8, 8 p.

Research output: Working paper › Preprint

Open Access

File

Finding the saddlepoint faster than sorting

Jacob, R., Dallant, J., Haagensen, F., Kozma, L. & Wild, S., 2024, 2024 Symposium on Simplicity in Algorithms (SOSA). Society for Industrial and Applied Mathematics, p. 168 - 178 11 p.

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

Open Access

Five Bureaucratic Roles in the Age of Digital Transformation: – Insights from Scandinavian Public Organizations

Melin, U., Østergaard Madsen, C. & Larsson, K. K., 20 Aug 2024, Electronic Government: 23rd IFIP WG 8.5 International Conference, EGOV 2024, Ghent-Leuven, Belgium, September 3–5, 2024, Proceedings. Marijn, J. (ed.). Springer, Cham, p. 99 115 p. (Lecture Notes in Computer Science, Vol. 14841).

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

File

Free open source communities sustainability: Does it make a difference in software quality?

Alami, A., Pardo, R. & Linåker, J., 23 Jul 2024, In: Empirical Software Engineering. 29, 114.

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

Open Access

From "AI" to Probabilistic Automation: How Does Anthropomorphization of Technical Systems Descriptions Influence Trust?

Inie, N., Druga, S., Zukerman, P. & Bender, E. M., 3 Jun 2024, Proceedings of the ACM Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery, p. 2322-2347 26 p.

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

Open Access

Hacc-Man: An Arcade Game for Jailbreaking LLMs

Valentim, M., Falk, J. & Inie, N., 2024, Companion Publication of the 2024 ACM Designing Interactive Systems Conference. Association for Computing Machinery, p. 338-341 4 p.

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

Open Access

How Good Is Open Bicycle Network Data? A Countrywide Case Study of Denmark

Vierø, A. R., Vybornova, A. & Szell, M., 2024, In: Geographical Analysis. 36 p.

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

Open Access

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), p. 8301-8306 6 p.

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

Open Access

Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers

Hwang, S., Lahoti, A., Puduppully, R., Dao, T. & Gu, A., 2024, The Thirty-eighth Annual Conference on Neural Information Processing Systems. Neural Information Processing Systems, p. 1-33

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

Open Access

Hypernetworks for Personalizing ASR to Atypical Speech

Müller-Eberstein, M., Yee, D., Yang, K., Mantena, G. V. & Lea, C., Sept 2024, In: Transactions of the Association for Computational Linguistics. 12, p. 1182 1196 p.

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

Open Access

Immersive Software Archaeology: Comprehending Software Structure through Interactive Visualization in Virtual Reality

Hoff, A., 2024, Copenhagen: IT-Universitetet i København. 261 p. (ITU-DS; No. 226).

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

Open Access

File

Immersive Software Archaeology: Collaborative Exploration and Note Taking in Virtual Reality

Hoff, A., Lungu, M., Seidl, C. & Lanza, M., 15 Apr 2024, 32nd IEEE/ACM International Conference on Program Comprehension (ICPC ’24).

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

File

Immersive Software Archaeology: Exploring Software Architecture and Design in Virtual Reality

Hoff, A., Seidl, C. & Lanza, M., 12 Mar 2024, International Conference on Software Analysis, Evolution and Reengineering (SANER) 2024. IEEE

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

File

Invisible Women in IT: Examining Gender Representation in K-12 ICT Teaching Materials

Christensen, I. M., Marcher, M. H., Inie, N. & Brabrand, C., 2024, Proceedings of the 2024 ACM Conference on International Computing Education Research (ICER 2024). Denny, P., Porter, L., Hamilton, M. & Morrison, B. (eds.). Association for Computing Machinery, p. 246-262

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

Open Access

JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching

Magron, A., Dai, A., Zhang, M., Montariol, S. & Bosselut, A., Mar 2024, 1st Workshop on Natural Language Processing for Human Resources. Association for Computational Linguistics, p. 43–58 16 p.

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

Open Access

Machine Learning Processes as Sources of Ambiguity: Insights from AI Art

Sivertsen, C., Salimbeni, G., Løvlie, A. S., Benford, S. & Zhu, J., 11 May 2024, Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. New York, NY, USA: Association for Computing Machinery, p. 1-14 14 p. 165

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

Open Access

Metrics reloaded: recommendations for image analysis validation

Maier-Hein, L., Reinke, A. & Metrics Reloaded Consortium , 2024, In: Nature Methods. p. 195–212 17 p.

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

Open Access

Multi-Backend Zonal Statistics Execution with Raven

Dusella, G., Gavriilidis, H., Nuhu, L., Markl, V. & Zacharatou, E. T., 9 Jun 2024, Companion of the 2024 International Conference on Management of Data. Association for Computing Machinery, p. 532–535 4 p. (SIGMOD/PODS '24).

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

Open Access

NarrativeTime: Dense Temporal Annotation on a Timeline

Rogers, A., Karpinska, M., Gupta, A., Lialin, V., Smelkov, G. & Rumshisky, A., 1 May 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. (eds.). Torino, Italia: ELRA and ICCL, p. 12053-12073 21 p.

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

Open Access

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Navigating complexity: design facilitation for collaborative solutions to urban challenges

Starostka, J., Neuhoff, R., Morelli, N. & Simeone, L., 23 Jun 2024, Proceedings of DRS2024. 2024 ed. Boston: Design Research Society, Vol. DRS.

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

Open Access

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, p. 589–608

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

Open Access

Non-Exchangeable Conformal Language Generation with Nearest Neighbors

Ulmer, D. T., Zerva, C. & Martins, A., 17 Mar 2024, Findings of the Association for Computational Linguistics: EACL 2024. Graham, Y. & Purver, M. (eds.). 2024 ed. Association for Computational Linguistics, Vol. EACL. p. 1909-1929 20 p.

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

Open Access

Non-exchangeable conformal risk control

Farinhas, A., Zerva, C., Ulmer, D. T. & Martins, A., 6 May 2024, Twelfth International Conference on Learning Representations. 2024 ed. Vol. ICLR.

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

Open Access

On Instance-Optimal Algorithms for a Generalization of Nuts and Bolts and Generalized Sorting

Jacob, R. & Goswami, M., Aug 2024, In: Leibniz International Proceedings in Informatics (LIPIcs). 317, p. 1-23 23 p.

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

Open Access

On the Energy Consumption of CPython

Pfeiffer, H., 11 Sept 2024, Quality of Information and Communications Technology: 17th International Conference on the Quality of Information and Communications Technology, QUATIC 2024, Pisa, Italy, September 11–13, 2024, Proceedings. Springer Nature, Vol. 2178. p. 194-209

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

Open Access

Optimized CNN Architectures Benchmarking in Hardware-Constrained Edge Devices in IoT Environments

Rosero-Montalvo, P. D., Tözün, P. & Hernandez, W., 2024, In: IEEE Internet Things J.. 11, 11, p. 20357-20366 10 p.

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

Open Access

Position: Key Claims in LLM Research Have a Long Tail of Footnotes

Rogers, A. & Luccioni, A. S., 2024, In: Proceedings of the 41st International Conference on Machine Learning. 235, p. 42647-42665

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

Open Access

Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning

Rietz, F., Heinrich, S., Schaffernicht, E. & Stork, J. A., 8 May 2024, The Twelfth International Conference on Learning Representations (ICLR2023). Vienna, AT

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

Open Access

Proceedings of the 1st Workshop on Uncertainty-Aware NLP (UncertaiNLP 2024)

Vázquez, R., Celikkanat, H., Ulmer, D. T., Tiedemann, J., Swayamdipta, S., Aziz, W., Plank, B., Baan, J. & de Marneffe, M.-C., 22 Mar 2024

Research output: Other contribution › Research

Open Access

Proceedings of the Fifth Workshop on Insights from Negative Results in NLP

Tafreshi, S. (Editor), Akula, A. (Editor), Sedoc, J. (Editor), Drozd, A. (Editor), Rogers, A. (Editor) & Rumshisky, A. (Editor), 1 Jun 2024, Mexico City, Mexico: Association for Computational Linguistics.

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

Open Access

Prototypes all the way down: Prototyping in the teaching and development of technology Comprehension

Gahoonia, S. K. & Gad, C., 2024, In: STS Encounters. 16, 1, p. 3-18 15 p.

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

Open Access

Quantifying Linguistic Variation: Data-driven Navigation of Variety Space

Müller-Eberstein, M., 2024, Copenhagen, Denmark: IT-Universitetet i København. 280 p. (ITU-DS; No. 225).

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

Open Access

File

Reaching the Edge of the Edge: Image Analysis in Space

Bayer, R., Priest, J. & Tözün, P., 2024, Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, DEEM 2024, Santiago, AA, Chile, 9 June 2024. Interactions IX: Association of Computing Machinery ACM, p. 29-38 10 p.

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

Open Access

Rethinking digitalization and climate: don’t predict, mitigate

Gritsenko, D., Aaen, J. & Flyvbjerg, B., 7 Jun 2024, In: npj Climate Action. 3, 43.

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

Open Access

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Rethinking Skill Extraction in the Job Market Domain using Large Language Models

Nguyen, K. C., Zhang, M., Montariol, S. & Bosselut, A., Mar 2024, 1st Workshop on Natural Language Processing for Human Resources. Association for Computational Linguistics, p. 27–42 16 p.

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

Open Access

Revisiting Grudin’s eight challenges for developers of groupware technologies 30 years later

Duckert, M. & Bjørn, P., Mar 2024, i-com 2024. De Gruyter, 26 p.

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

Open Access

Risk-Averse Planning and Plan Assessment for Marine Robots

Kashani, M. M., John, T., Coffelt, J. P., Johnsen, E. B. & Wasowski, A., 1 Oct 2024.

Research output: Working paper › Preprint

File

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