Compositional Generalization in Grounded Language Learning via Induced Model Sparsity. - Sam Spilsbury; Alexander Ilin (NAACL-HLT (Student Research Workshop), 2022)

Improved Compositional Generalization by Generating Demonstrations for Meta-Learning. - Sam Spilsbury; Alexander Ilin (CoRR, 2023)

Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning. - Sam Spilsbury; Pekka Marttinen; Alexander Ilin (EMNLP, 2024)