2 citations · 2 across the 1 of their papers we have counts for
3 papers · 1 filter
One-Shot Learning from a Demonstration with Hierarchical Latent Language
Nathaniel Weir, Xingdi Yuan, Marc-Alexandre Côté +5
Humans have the capability, aided by the expressive compositionality of their language, to learn quickly by demonstration. They are able to describe unseen task-performing procedur…
COD3S: Diverse Generation with Discrete Semantic Signatures
Nathaniel Weir, João Sedoc, Benjamin Van Durme
We present COD3S, a novel method for generating semantically diverse sentences using neural sequence-to-sequence (seq2seq) models. Conditioned on an input, seq2seq models typically…
Probing Neural Language Models for Human Tacit Assumptions
Nathaniel Weir, Adam Poliak, Benjamin Van Durme
Humans carry stereotypic tacit assumptions (STAs) (Prince, 1978), or propositional beliefs about generic concepts. Such associations are crucial for understanding natural language.…