Research output per year
Research output per year
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Dive into the research topics where Daniel Daza is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Approximate answering of graph queries
Cochez, M., Alivanistos, D., Arakelyan, E., Berrendorf, M., Daza, D., Galkin, M., Minervini, P., Niepert, M. & Ren, H., 2023, Compendium of Neurosymbolic Artificial Intelligence. Hitzler, P., Sarker, M. K. & Eberhart, A. (eds.). IOS Press, p. 373-386 14 p. (Frontiers in Artificial Intelligence and Applications; vol. 369).Research output: Chapter in Book / Report / Conference proceeding › Chapter › Academic › peer-review
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Complex Query Answering with Neural Link Predictors (Extended Abstract)
Minervini, P., Arakelyan, E., Daza, D. & Cochez, M., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022). De Raedt, L. (ed.). International Joint Conferences on Artificial Intelligence Organization, p. 5309-5313 5 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile20 Downloads (Pure) -
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning
Daza, D., Cochez, M. & Groth, P., May 2022, SPNLP 2022: 6th Workshop on Structured Prediction for NLP, Proceedings of the Workshop. Vlachos, A., Agrawal, P., Martins, A., Lampouras, G. & Lyu, C. (eds.). Association for Computational Linguistics (ACL), p. 32-39 8 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification
van Bakel, R., Aleksiev, T., Daza, D., Alivanistos, D. & Cochez, M., 2021, Graph Structures for Knowledge Representation and Reasoning: 6th International Workshop, GKR 2020, Virtual Event, September 5, 2020, Revised Selected Papers. Cochez, M., Croitoru, M., Marquis, P. & Rudolph, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 107-124 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12640 LNAI).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Inductive entity representations from text via link prediction
Daza, D., Cochez, M. & Groth, P., Apr 2021, WWW 2021: Proceedings of the Web Conference 2021. Association for Computing Machinery, Inc, p. 798-808 11 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access
Datasets
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Inductive WN18RR and FB15k-237
Daza, D. (Creator), Cochez, M. (Creator) & Groth, P. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.4501273, https://zenodo.org/record/4501273
Dataset
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BioKG with attributes and decoupled benchmarks
Daza, D. (Creator) & Alivanistos, D. (Creator), Zenodo, 2023
DOI: 10.5281/zenodo.8005711, https://zenodo.org/record/8005711
Dataset