Denis LukovnikovCompositional Generalization in Semantic Parsing (EMNLP 2021 paper notes)Compositional generalization refers to the ability of systems to re-use elements in novel contexts. The recent few years saw several papers…Feb 4, 2022Feb 4, 2022
Denis LukovnikovFactual Knowledge Probing in Pretrained Language ModelsSince the advent of large pretrained language models (PLM), one of the questions has been to what degree such models capture the factual…Nov 16, 2021Nov 16, 2021
Denis LukovnikovCompositional Generalization in Semantic Parsing: More ApproachesHierarchical Poset Decoding for Compositional Generalization in LanguageApr 29, 2021Apr 29, 2021
Denis LukovnikovCompositional Generalization in Semantic Parsing: A Selection of MethodsIn this post, we’ll discuss some methods that have been recently proposed to improve the compositional generalization in semantic parsing.Feb 16, 2021Feb 16, 2021
Denis LukovnikovinAnalytics VidhyaCompositional Generalization in Semantic Parsing: DatasetsCompositional Generalization 🤔Feb 5, 2021Feb 5, 2021
