Det Tekniske Fakultet for IT og Design

2024

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages

Vayani, A., Dissanayake, D., Watawana, H., Ahsan, N., Sasikumar, N., Thawakar, O., Ademtew, H. B., Hmaiti, Y., Kumar, A., Kuckreja, K., Maslych, M., Ghallabi, W. A., Qin, C., Shaker, A. M., Zhang, M., Ihsani, M. K., Esplana, A., Gokani, M., Mirkin, S. & Singh, H. & 47 flere, Srivastava, A., Hamerlik, E., Izzati, F. A., Maani, F. A., Cavada, S., Chim, J., Gupta, R., Manjunath, S., Zhumakhanova, K., Rabevohitra, F. H., Amirudin, A., Ridzuan, M., Kareem, D., More, K., Li, K., Shakya, P., Saad, M., Ghasemaghaei, A., Djanibekov, A., Azizov, D., Jankovic, B., Bhatia, N., Obando-Ceron, J., Otieno, O., Farestam, F., Rabbani, M., Baliah, S., Sanjeev, S., Shtanchaev, A., Fatima, M., Nguyen, T., Kareem, A., Aremu, T., Xavier, N., Bhatkal, A., Toyin, H., Chadha, A., Cholakkal, H., Anwer, R. M., Felsberg, M., Laaksonen, J., Solorio, T., Choudhury, M., Laptev, I., Shah, M., Khan, S. & Khan, F., 25 nov. 2024, (Afsendt).

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A Principled Framework for Evaluating on Typologically Diverse Languages

Ploeger, E., Poelman, W., Høeg-Petersen, A. H., Schlichtkrull, A., de Lhoneux, M. & Bjerva, J., jul. 2024, (Afsendt).

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Audio xLSTMs: Learning Self-Supervised Audio Representations with xLSTMs

Yadav, S., Theodoridis, S. & Tan, Z.-H., 29 aug. 2024.

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Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems

Dzaferagic, M., Ruffini, M., Slamnik-Krijestorac, N., Santos, J. F., Marquez-Barja, J., Tranoris, C., Denazis, S., Kyriakakis, T., Karafotis, P., DaSilva, L., Pandey, S. R., Shiraishi, J., Popovski, P., Jensen, S. K., Thomsen, C., Pedersen, T. B., Claussen, H., Du, J., Zussman, G. & Chen, T. & 4 flere, Chen, Y., Tirupathi, S., Seskar, I. & Kilper, D., 15 apr. 2024.

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Deep low-latency joint speech transmission and enhancement over a gaussian channel

Bokaei, M., Jensen, J., Doclo, S. & Østergaard, J., 30 apr. 2024.

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Enhancing Glucose Level Prediction of ICU Patients through Irregular Time-Series Analysis and Integrated Representation

Mehdizavareh, M. H., Khan, A. & Cichosz, S. L., nov. 2024, arXiv, 18 s.

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How Good is Your Wikipedia?

Tatariya, K., Kulmizev, A., Poelman, W., Ploeger, E., Bollmann, M., Bjerva, J., Luo, J., Lent, H. & de Lhoneux, M., nov. 2024, (Afsendt) 20 s.

Publikation: Working paper/Preprint › Preprint

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge

Romanou, A., Foroutan, N., Sotnikova, A., Chen, Z., Nelaturu, S. H., Singh, S., Maheshwary, R., Altomare, M., Haggag, M. A., Snegha, A., Amayuelas, A., Amirudin, A. H., Aryabumi, V., Boiko, D., Chang, M., Chim, J., Cohen, G., Dalmia, A. K., Diress, A. & Duwal, S. & 39 flere, Dzenhaliou, D., Florez, D. F. E., Farestam, F., Imperial, J. M., Islam, S. B., Isotalo, P., Jabbarishiviari, M., Karlsson, B. F., Khalilov, E., Klamm, C., Koto, F., Krzemiński, D., de Melo, G. A., Montariol, S., Nan, Y., Niklaus, J., Novikova, J., Ceron, J. S. O., Paul, D., Ploeger, E., Purbey, J., Rajwal, S., Ravi, S. S., Rydell, S., Santhosh, R., Sharma, D., Skenduli, M. P., Moakhar, A. S., Moakhar, B. S., Tamir, R., Tarun, A. K., Wasi, A. T., Weerasinghe, T. O., Yilmaz, S., Zhang, M., Schlag, I., Fadaee, M., Hooker, S. & Bosselut, A., 29 nov. 2024, (Afsendt).

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Landmarks and space geometry enhances memory

Huynh, D. C., Brorson Fich, L. & Djebbara, Z., 2024, PsyArxiv.

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Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis

Chen, Y., Li, Q., Biswas, R. & Bjerva, J., 15 okt. 2024, (Afsendt).

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Linguistically Grounded Analysis of Language Models using Shapley Head Values

Fekete, M. & Bjerva, J., 15 okt. 2024, (Afsendt).

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Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation

Lai, H., Ploeger, E., van Noord, R. & Toral, A., 2024, (Afsendt).

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On the Impact of Control Signaling in RIS-Empowered Wireless Communications

Saggese, F., Croisfelt, V., Kotaba, R., Stylianopoulos, K., Alexandropoulos, G. C. & Popovski, P., 2024, (Accepteret/In press).

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Patterns of Persistence and Diffusibility across the World's Languages

Chen, Y. & Bjerva, J., 3 jan. 2024.

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Reusable Generic Clinical Decision Support System Module for Immunization Recommendations in Resource-Constraint Settings

Orlioglu, S., Boobalan, A. S., Abanyie, K., Boyce, R. D., Min, H., Gong, Y., Sittig, D. F., Biondich, P., Wright, A., Nøhr, C. G., Law, T., Robinson, D., Faxvaag, A., Hubig, N., Gimbel, R., Rennert, L. & Jing, X., 23 sep. 2024, 10 s.

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Scalable Automated Verification for Cyber-Physical Systems in Isabelle/HOL

Munive, J. J. H. Y., Foster, S., Gleirscher, M., Struth, G., Laursen, C. P. & Hickman, T., 22 jan. 2024.

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The Responsible Development of Automated Student Feedback with Generative AI

Lindsay, E., Zhang, M., Johri, A. & Bjerva, J., jul. 2024, (Afsendt) 9 s.

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Topological Data Analysis Applied to Wind Turbine Vibration Spectra for Blade Icing Detection

Martín Gómez, Á., Haugaard, T., Ajenjo de Torres, O., Bokor, Y., Knudsen, T. & Wisniewski, R., apr. 2024, (Afsendt) TechRxiv.

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Utilizing Phonetic Similarity for Cross-source and Cross-language Toponym Matching - a Benchmark and Prototype

Sagi, T., Zaga, M., Rusinek, S., Fekete, M., Bjerva, J. & Hose, K., 20 mar. 2024, (Afsendt).

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2023

An Orchestration Framework for Open System Models of Reconfigurable Intelligent Surfaces

Croisfelt, V., Devoti, F., Saggese, F., Sciancalepore, V., Costa-Pérez, X. & Popovski, P., 21 apr. 2023, arXiv, 31 s.

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A Novel Tongue-based Remote Control and the Implication of Adaptive Semi-automation, Fixed Semi-Automation and Manual Control of a Wheelchair mounted Assistive Robotic Manipulator

Pálsdóttir, Á. A., Kæseler, R. L., Bengtson, S. H., Moeslund, T. B. & Struijk, L. N. S. A., nov. 2023, TechRxiv, 10 s.

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Collectively Simplifying Trajectories in a Database: A Query Accuracy Driven Approach

Wang, Z., Long, C., Cong, G. & Jensen, C. S., 2023, arXiv, 13 s.

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CreoleVal: Multilingual Multitask Benchmarks for Creoles

Lent, H., Tatariya, K., Dabre, R., Chen, Y., Fekete, M., Ploeger, E., Zhou, L., Heje, H. E., Kanojia, D., Belony, P., Bollmann, M., Grobol, L., de Lhoneux, M., Hershcovich, D., DeGraff, M., Søgaard, A. & Bjerva, J., 30 okt. 2023, arXiv, 17 s.

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Data Imputation for Sparse Radio Maps in Indoor Positioning (Extended Version)

Li, X., Li, H., Chan, H.K.-H., Lu, H. & Jensen, C. S., 2023, arXiv.

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Efficient Cost Modeling of Space-filling Curves

Liu, G., Kulik, L., Jensen, C. S., Li, T. & Qi, J., 26 dec. 2023, arXiv, 13 s.

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27 Downloads (Pure)

Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information

Ho Long, V., Ho, N. T. T., Pedersen, T. B. & Papapetrou, P., 1 jul. 2023, arXiv, s. 1-17, 17 s.

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Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Shao, Z., Wang, F., Xu, Y., Wei, W., Yu, C., Zhang, Z., Yao, D., Jin, G., Cao, X., Cong, G., Jensen, C. S. & Cheng, X., 2023, arXiv, 14 s.

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FedToken: Tokenized Incentives for Data Contribution in Federated Learning

Pandey, S. R., Nguyen, L. D. & Popovski, P., nov. 2023, FL-NeurIPS 2022, 9 s.

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19 Downloads (Pure)

Keyphrase Identification Using Minimal Labeled Data with Hierarchical Context and Transfer Learning

Goli, R., Hubig, N., Min, H., Gong, Y., Sittig, D. F., Rennert, L., Robinson, D., Biondich, P., Wright, A., Nøhr, C. G., Law, T., Faxvaag, A., Weaver, A., Gimbel, R. & Jing, X., 26 maj 2023, medRxiv, 29 s.

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28 Downloads (Pure)

LightCTS: A Lightweight Framework for Correlated Time Series Forecasting

Lai, Z., Zhang, D., Li, H., Jensen, C. S., Lu, H. & Zhao, Y., 2023, arXiv, 15 s.

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LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended Version.

Campos, D., Zhang, M., Yang, B., Kieu, T., Guo, C. & Jensen, C. S., 2023, arXiv, 15 s.

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Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners

Yadav, S., Theodoridis, S., Hansen, L. K. & Tan, Z.-H., 1 jun. 2023, arXiv, 17 s.

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Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version)

Li, X., Li, H., Lu, H., Jensen, C. S., Pandey, V. & Markl, V., 2023, arXiv, 18 s.

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Origin-Destination Travel Time Oracle for Map-based Services

Lin, Y., Wan, H., Hu, J., Guo, S., Yang, B., Lin, Y. & Jensen, C. S., 2023, arXiv, 15 s.

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Phase-locking of neural activity to the envelope of speech in the delta frequency band reflects differences between word lists and sentences

Mohammadi, Y., Graversen, C., Østergaard, J., Andersen, O. K. & Reichenbach, T., 1 jun. 2023, bioRxiv, 30 s.

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Quantum Two-Way Communication Protocol Beyond Superdense Coding

Valentini, L., Jensen, K. S., Christensen, R. B., Popovski, P. & Chiani, M., 7 sep. 2023, arXiv, 3 s.

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Randomized Control of Wireless Temporal Coherence via Reconfigurable Intelligent Surface

Souza, J. H. I. D., Croisfelt, V., Saggese, F., Abrão, T. & Popovski, P., 31 jan. 2023, arXiv, 6 s.

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8 Downloads (Pure)

The global water resources and use model WaterGAP v2.2e: description and evaluation of modifications and new features

Müller Schmied, H., Trautmann, T., Ackermann, S., Cáceres, D., Flörke, M., Gerdener, H., Kynast, E., Asali Peiris, T., Schiebener, L., Schumacher, M. & Döll, P., 2023, European Geosciences Union, 46 s. (Geoscientific Model Development).

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Timed I/O Automata: It is never too late to complete your timed specification theory

Goorden, M. A., Larsen, K. G., Legay, A., Lorber, F., Nyman, U. & Wasowski, A., 2023, arXiv.

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Time to Move From Accounting to Decision Support? Considerations for Improved Emission Disclosure Enhancing the Green Transition

Stridsland, T. D., Løkke, S. & Sanderson, H., 9 feb. 2023, Preprints.org, 10 s.

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TouchBoard: Reimagining the Ergonomic Keyboard

Brams, A., Getschmann, C., Hornecker, E. & Echtler, F., 13 dec. 2023, OSF Preprints, 11 s.

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Towards Mobility Data Science (Vision Paper)

Mokbel, M. F., Sakr, M. A., Xiong, L., Züfle, A., Almeida, J. M., Anderson, T., Aref, W. G., Andrienko, G. L., Andrienko, N. V., Cao, Y., Chawla, S., Cheng, R., Chrysanthis, P. K., Fei, X., Ghinita, G., Graser, A., Gunopulos, D., Jensen, C. S., Kim, J.-S. & Kim, K.-S. & 28 flere, Kröger, P., Krumm, J., Lauer, J., Magdy, A., Nascimento, M. A., Ravada, S., Renz, M., Sacharidis, D., Shahabi, C., Salim, F. D., Sarwat, M., Schoemans, M., Speckmann, B., Tanin, E., Teng, X., Theodoridis, Y., Torp, K., Trajcevski, G., Kreveld, M. J. V., Wenk, C., Werner, M., Wong, R.C.-W., Wu, S., Xu, J., Youssef, M., Zeinalipour, D., Zhang, M. & Zimányi, E., 2023, arXiv, 34 s.

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