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Collaborations and top research areas from the last five years
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FLORA: Unsupervised Knowledge Graph Alignment by Fuzzy Logic
Peng, Y., Bonald, T. & Suchanek, F. M., 1 Jan 2026, The Semantic Web – ISWC 2025 - 24th International Semantic Web Conference, 2025, Proceedings. Garijo, D., Kirrane, S., Salatino, A., Shimizu, C., Acosta, M., Nuzzolese, A. G., Ferrada, S., Soulard, T., Kozaki, K., Takeda, H. & Gentile, A. L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 196-215 20 p. (Lecture Notes in Computer Science; vol. 16140 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Qiana: A First-Order Formalism to Quantify over Contexts and Formulas with Temporality
Coumes, S., Suchanek, F., Paris, P. H. & Schwarzentruber, F., 1 Jan 2026, In: Journal of Artificial Intelligence Research. 85Research output: Contribution to journal › Article › peer-review
Open Access -
BELLA: Black-box model Explanations by Local Linear Approximations
Radulović, N., Bifet, A. & Suchanek, F. M., 1 Jan 2025, In: Transactions on Machine Learning Research. August-2025Research output: Contribution to journal › Article › peer-review
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Benchmarking the Benchmarks: Reproducing Climate-Related NLP Tasks
Calamai, T., Balalau, O. & Suchanek, F. M., 1 Jan 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 17967-18009 43 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Large Language Models as Search Engines: Societal Challenges
Sadeddine, Z., Maxwell, W., Varoquaux, G. & Suchanek, F. M., 1 Jun 2025, In: Annals of the Entomological Society of America. 59, 1Research output: Contribution to journal › Article › peer-review
Open Access -
Verifying the Steps of Deductive Reasoning Chains
Sadeddine, Z. & Suchanek, F. M., 1 Jan 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 456-475 20 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A Survey of Meaning Representations – From Theory to Practical Utility
Sadeddine, Z., Opitz, J. & Suchanek, F. M., 1 Jan 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 2877-2892 16 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Completeness, Recall, and Negation in Open-world Knowledge Bases: A Survey
Razniewski, S., Arnaout, H., Ghosh, S. & Suchanek, F., 30 Jun 2024, In: ACM Computing Surveys. 56, 6, 150.Research output: Contribution to journal › Article › peer-review
Open Access -
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation
Chhun, C., Suchanek, F. M. & Clavel, C., 18 Sept 2024, In: Transactions of the Association for Computational Linguistics. 12, p. 1122-1142 21 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Learning High-Quality and General-Purpose Phrase Representations
Chen, L., Varoquaux, G. & Suchanek, F. M., 1 Jan 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 983-994 12 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review