Boosting Long-Tail Data Classification with Sparse Prototypical Networks

Figueroa, A., Papaioannou, J. M., Fallon, C., Bekiaridou, A., Bressem, K., Zanos, S., Gers, F., Nejdl, W. & Löser, A., 2024, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2024, Proceedings. Bifet, A., Davis, J., Krilavičius, T., Kull, M., Ntoutsi, E. & Žliobaitė, I. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 434-449 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14947 LNAI).

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Deriving Entity-Specific Embeddings From Multi-Entity Sequences

Heaton, C. & Mitra, P., 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. (Hrsg.). S. 4675-4684 10 S.

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PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents

Zhang, N., Heaton, C., Okonsky, S. T., Mitra, P. & Toraman, H. E., 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. (Hrsg.). S. 12679-12689 11 S.

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Reference-guided Style-Consistent Content Transfer

Chen, W. F., Alshomary, M., Stahl, M., Al Khatib, K., Stein, B. & Wachsmuth, H., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (Hrsg.). S. 13754-13768 15 S.

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TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya

Teklehaymanot, H. K., Fazlija, D., Ganguly, N., Patro, G. K. & Nejdl, W., 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. (Hrsg.). S. 16142-16161 20 S.

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Increasing Reproducibility in Science by Interlinking Semantic Artifact Descriptions in a Knowledge Graph

Hussein, H., Farfar, K. E., Oelen, A., Karras, O. & Auer, S., 30 Nov. 2023, Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration . Goh, D. H., Chen, S.-J. & Tuarob, S. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 220-229 10 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14458 LNNS).

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Scholarly Knowledge Graph Construction from Published Software Packages

Haris, M., Auer, S. & Stocker, M., 30 Nov. 2023, Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration . Goh, D. H., Chen, S.-J. & Tuarob, S. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 170-179 10 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14458 LNNS).

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Multimodal Isotropic Neural Architecture with Patch Embedding

Truchan, H., Naumov, E., Abedin, R., Palmer, G. & Ahmadi, Z., 14 Nov. 2023, Neural Information Processing: 30th International Conference, ICONIP 2023, Changsha, China, November 20–23, 2023, Proceedings, Part I. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 173-187 15 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14447 LNCS).

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How Early Can We Detect? Detecting Misinformation on Social Media Using User Profiling and Network Characteristics

Ghosh, S. & Mitra, P., 17 Sept. 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track . De Francisci Morales, G., Bonchi, F., Perlich, C., Ruchansky, N., Kourtellis, N. & Baralis, E. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 174-189 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14174 LNAI).

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Lumos in the Night Sky: AI-Enabled Visual Tool for Exploring Night-Time Light Patterns

Hederich, J., Ghosh, S., He, Z. & Mitra, P., 17 Sept. 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track . De Francisci Morales, G., Bonchi, F., Perlich, C., Ruchansky, N., Kourtellis, N. & Baralis, E. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 340-344 5 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14175 LNAI).

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Radiation Tolerant Reconfigurable Hardware Architecture Design Methodology

Trumann, E., Thieu, G. B., Schmechel, J., Weide-Zaage, K., Schmidt, K., Hagenah, D. & Payá Vayá, G., 16 Sept. 2023, Applied Reconfigurable Computing. Architectures, Tools, and Applications: 19th International Symposium, ARC 2023, Proceedings. Palumbo, F., Keramidas, G., Voros, N. & Diniz, P. C. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 357-360 4 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14251 LNCS).

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Overview of the CLEF–2023 CheckThat! Lab on Checkworthiness, Subjectivity, Political Bias, Factuality, and Authority of News Articles and Their Source

Barrón-Cedeño, A., Alam, F., Galassi, A., Da San Martino, G., Nakov, P., Elsayed, T., Azizov, D., Caselli, T., Cheema, G. S., Haouari, F., Hasanain, M., Kutlu, M., Li, C., Ruggeri, F., Struß, J. M. & Zaghouani, W., 11 Sept. 2023, Experimental IR Meets Multilinguality, Multimodality, and Interaction: 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18–21, 2023, Proceedings. Arampatzis, A., Kanoulas, E., Aliannejadi, M., Tsikrika, T., Vrochidis, S., Giachanou, A., Li, D., Vlachos, M., Faggioli, G. & Ferro, N. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 251-275 25 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14163 LNCS).

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TOSTING: Investigating Total Store Ordering on ARM

Wrenger, L., Töllner, D. & Lohmann, D., 26 Aug. 2023, Architecture of Computing Systems: 36th International Conference, ARCS 2023, Athens, Greece, June 13–15, 2023, Proceedings. Goumas, G., Tomforde, S., Brehm, J., Wildermann, S. & Pionteck, T. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 139-152 14 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 13949 LNCS).

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Automatic Analysis of Student Drawings in Chemistry Classes

Stamatakis, M., Gritz, W., Oldag, J., Hoppe, A., Schanze, S. & Ewerth, R., 26 Juni 2023, Artificial Intelligence in Education: 24th International Conference, AIED 2023, Proceedings. Wang, N., Rebolledo-Mendez, G., Matsuda, N., Santos, O. C. & Dimitrova, V. (Hrsg.). Cham: Springer Science and Business Media Deutschland GmbH, S. 824-829 6 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 13916 LNAI).

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Dropout Prediction in a Web Environment Based on Universal Design for Learning

Roski, M., Jagan Sebastian, R., Ewerth, R., Hoppe, A. & Nehring, A., 26 Juni 2023, Artificial Intelligence in Education - 24th International Conference, AIED 2023, Proceedings: 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023, Proceedings. Wang, N., Rebolledo-Mendez, G., Matsuda, N., Santos, O. C. & Dimitrova, V. (Hrsg.). S. 515–527 13 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 13916 LNAI).

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