activity
20182023
most citedEncoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas

5 citations · 9 across the 9 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2020

Compositional Networks Enable Systematic Generalization for Grounded Language Understanding

Yen-Ling Kuo, Boris Katz, Andrei Barbu

Humans are remarkably flexible when understanding new sentences that include combinations of concepts they have never encountered before. Recent work has shown that while deep netw…

cs.CL2020

Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach

Yu-Siang Wang, Yen-Ling Kuo, Boris Katz

We demonstrate how we can practically incorporate multi-step future information into a decoder of maximum likelihood sequence models. We propose a "k-step look-ahead" module to con…