Towards Multilingual LLM Evaluation for European Languages.
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CoRR, 2024
Do Multilingual Large Language Models Mitigate Stereotype Bias?
CoRR, 2024
Tokenizer Choice For LLM Training: Negligible or Crucial?
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Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions?
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Investigating Graph Representation Learning Methods For Link Prediction in Knowledge Graphs
PhD thesis, 2023
Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract).
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings.
J. Mach. Learn. Res., 2021
CLEP: a hybrid data- and knowledge-driven framework for generating patient representations.
Bioinform., 2021
Improving Inductive Link Prediction Using Hyper-relational Facts.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021
Affinity Dependent Negative Sampling for Knowledge Graph Embeddings.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020), Heraklion, Greece, June 02, 2020, 2020
BioKEEN: a library for learning and evaluating biological knowledge graph embeddings.
Bioinform., 2019
The extraction of complex relationships and their conversion to biological expression language (BEL) overview of the BioCreative VI (2017) BEL track.
Database J. Biol. Databases Curation, 2019
The KEEN Universe - An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability.
Proceedings of the Semantic Web - ISWC 2019, 2019
Predicting Missing Links Using PyKEEN.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019
Improving Access to Science for Social Good.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019