By employing object identifiers, we transform diverse 3D scene-language tasks into a unified question-answering format, facilitating joint training without the need for additional task-specific heads.

Integrated development environments (IDEs) assist developers in understanding repository context using static analysis.

Current state-of-the-art document retrieval solutions mainly follow an indexretrieve paradigm, where the index is hard to be directly optimized for the final retrieval target.

Broadly, we expect slowdowns to be attributed to one of the following categories: 1.

This proposal is shown in the bottom half of Figure 1, for a sequence-to-sequence encoder-decoder architecture. We call this proposed architecture adifferentiable search index(DSI), and implement it with a largepre-trained Transformer (Vaswanietal.,2017)model,

The out-side lab doesn't7 have access to in-hospital's private labels, but it could still initiate and provide assistance to the in-hospital lab by8 fitting the received residuals instead of public labels. An example case is where each participant holds a disjoint subset of the features and uses linear regression. Wealso did extensiveexperimentsin the last few days to provide empirical evidence (summarized in18 Table1). Each participant needs to hold and distribute identifiers for data23 items, so that the data from different participants can be conceptually combined. Theprobabilityofchoosing34 the optimum could be theoretically derived from large-deviation bounds (under certain assumptions).