3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CL2024
Investigating grammatical abstraction in language models using few-shot learning of novel noun gender
Priyanka Sukumaran, Conor Houghton, Nina Kazanina
Humans can learn a new word and infer its grammatical properties from very few examples. They have an abstract notion of linguistic properties like grammatical gender and agreement…
cs.CL2022★ 3 cited
Do LSTMs See Gender? Probing the Ability of LSTMs to Learn Abstract Syntactic Rules
Priyanka Sukumaran, Conor Houghton, Nina Kazanina
LSTMs trained on next-word prediction can accurately perform linguistic tasks that require tracking long-distance syntactic dependencies. Notably, model accuracy approaches human p…