Desination will be a red barn on the right 1. Continued on next page 18 Use Case Example rewrite Rewrite the following text to be more light-hearted: -- {very formal text} -- chat The following is a conversation with an AI assistant.

In other words, these models are not aligned with their users.

We study a referential game (a type of signaling game) where two agents communicate with each other via a discrete bottleneck to achieve a common goal.

A fascinating philosophical question arises here.

In this work, we remove this assumption, extending RM to capture temporal dependencies in human assessment of trajectories.

Understanding how these systems arrive at their decisions is a necessary first step before these biases can be corrected.

Deep neural networks are now being deployed in numerous domains including medicine, transportation, security or finances with broad societal implications. Y et, these networks have become nearly inscrutable, and for most real-world applications, these systems are used to make critical decisions - often without any explanation.

Previous work considers two potential solutions (see Table 1 for a high-level summary). First, they adopt a stage-wise training, where the retriever is trained while freezing the reader and vice versa ( Karpukhin et al., 2020, Izacard and Grave, 2021b, a).