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07/31/2023
Learning to Model the World with Language
To interact with humans in the world, agents need to understand the dive...
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05/31/2023
Decision-Oriented Dialogue for Human-AI Collaboration
We describe a class of tasks called decision-oriented dialogues, in whic...
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11/20/2022
UniMASK: Unified Inference in Sequential Decision Problems
Randomly masking and predicting word tokens has been a successful approa...
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06/17/2022
Automatic Correction of Human Translations
We introduce translation error correction (TEC), the task of automatical...
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04/28/2022
Towards Flexible Inference in Sequential Decision Problems via Bidirectional Transformers
Randomly masking and predicting word tokens has been a successful approa...
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04/12/2022
InCoder: A Generative Model for Code Infilling and Synthesis
Code is seldom written in a single left-to-right pass and is instead rep...
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04/05/2022
Inferring Rewards from Language in Context
In classic instruction following, language like "I'd like the JetBlue fl...
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04/23/2018
Black-box Adversarial Attacks with Limited Queries and Information
Current neural network-based classifiers are susceptible to adversarial ...
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12/19/2017