| Unifying molecular and textual representations via multi-task language modelling D Christofidellis, G Giannone, J Born, O Winther, T Laino, M Manica International Conference on Machine Learning, 6140-6157, 2023 | 57 | 2023 |
| Accelerating material design with the generative toolkit for scientific discovery M Manica, J Born, J Cadow, D Christofidellis, A Dave, D Clarke, ... npj Computational Materials 9 (1), 69, 2023 | 14* | 2023 |
| Automatic knowledge graph construction L Georgopoulos, D Christofidellis US Patent App. 17/035,839, 2022 | 5 | 2022 |
| Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection D Comi, D Christofidellis, P Piazza, M Manica Findings of the Association for Computational Linguistics: EMNLP 2023, 650-663, 2023 | 3* | 2023 |
| Pgt: a prompt based generative transformer for the patent domain D Christofidellis, AB Torres, A Dave, M Roveri, K Schmidt, S Swaminathan, ... ICML 2022 Workshop on Knowledge Retrieval and Language Models, 2022 | 3 | 2022 |
| Automatic knowledge graph construction L Georgopoulos, D Christofidellis US Patent App. 17/005,805, 2022 | 2 | 2022 |
| Enhancing multi-threaded sparse matrix multiplication for knowledge graph oriented algorithms and analytics L Georgopoulos, A Sobczyk, D Christofidellis, M Dolfi, C Auer, PWJ Staar, ... | 1 | 2024 |
| Automated patent classification for crop protection via domain adaptation D Christofidellis, MM Lehmann, T Luksch, M Stenta, M Manica Applied AI Letters 4 (1), e80, 2023 | 1 | 2023 |
| Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation A Thakkar, A Giovannini, A Foncubierta, C Baldassari, D Christofidellis, ... NeurIPS 2023 AI for Science Workshop, 2023 | | 2023 |
| Accelerating scientific discovery using domain adaptive language modelling D Christofidellis Queen's University Belfast, 2023 | | 2023 |
| A new era of collaborative experimentation enabled by multi-cloud and AI foundation models P Ruch, A Vaucher, A Thakkar, A Giovannini, A Foncubierta, ... Future Labs Live, 2023 | | 2023 |
| Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD) M Manica, J Cadow, D Christofidellis, A Dave, J Born, D Clarke, ... American Chemical Society (ACS) Fall Meeting, 2022 | | 2022 |
| Understood in Translation, Transformers for Domain Understanding D Christofidellis, M Manica, L Georgopoulos, H Vandierendonck arXiv preprint arXiv:2012.10271, 2020 | | 2020 |
| Advanced graph analytics focusing on centrality analysis and graph similarity Δ Χριστοφιδέλλης | | 2019 |
| An Automated Domain Understanding Technique for Knowledge Graph Generation D Christofidellis, M Manica, L Georgopoulos, H Vandierendonck | | |
