research
∙
05/24/2023
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering
We train a language model (LM) to robustly answer multistep questions by...
share
research
∙
10/26/2022
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems
For vision-and-language reasoning tasks, both fully connectionist, end-t...
research
∙
10/16/2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Continual learning faces a crucial challenge of catastrophic forgetting....
research
∙
11/09/2021
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks
Neural network models often generalize poorly to mismatched domains or d...
research
∙
05/10/2020
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps
Learning to follow instructions is of fundamental importance to autonomo...
research
∙
07/16/2018