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VSA-based positional encoding can replace recurrent networks in emergent symbol bindingFrancesco CarzanigaMichael Herscheet al.2023NeSy 2023
Decoding Superpositions of Bound Symbols Represented by Distributed RepresentationsMichael HerscheZuzanna Opalaet al.2023NeSy 2023
Solving Raven's Progressive Matrices via a Neuro-vector-symbolic ArchitectureMichael HerscheMustafa Zeqiriet al.2023NeSy 2023
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from TextHanieh Hanieh KhorashadizadehNandana Mihindukulasooriyaet al.2023ESWC 2023
Identifying Extreme Regimes in Climate-Scale Digital Twins: a RoadmapEloisa Bentivegna2022Big Data 2022
Knowledge-augmented Risk Assessment (KaRA): a hybrid-intelligence framework for supporting knowledge-intensive risk assessment of prospect candidatesMaeda HanafiYannis Katsiset al.2022EMNLP 2022
Knowledge Graph Embeddings for Causal Relation PredictionAamod KhatiwadaSola Shiraiet al.2022ISWC 2022
Rule-Based Link Prediction over Event-Related Causal Knowledge in WikidataSola ShiraiAamod Khatiwadaet al.2022ISWC 2022