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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...
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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...
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10/16/2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Continual learning faces a crucial challenge of catastrophic forgetting....
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11/09/2021
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks
Neural network models often generalize poorly to mismatched domains or d...
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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...
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07/16/2018
