The unified modeling language (UML) is a general-purpose visual modeling language that is intended to provide a standard way to visualize the design of a system.

In response to these challenges, a team of researchers from Stanford, NYU, and Genentech have introduced Aioli, a novel online data mixing method that leverages a unified optimization framework called ...

Data mixing is an important step in data curation where practitioners must identify the optimal mixture of data groups to train on (i.e., code, law, math). While a brute-force search over the mixture ...

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear) ...

Due to different imaging payloads, various appearances of ships, and complicated background interference from the bird's eye view, it is difficult to set up a unified paradigm for achieving ...

This stands in sharp contrast to natural language processing (NLP), where the autoregressive model GPT ... reinforcing the advantages of a larger vocabulary in autoregressive modeling. In conclusion, ...

Fri, November 15, 2024 at 11:06 PM UTC ...

The need of the hour is to collate these elements into a cohesive and unified data stack so marketers can help advertisers ...

I describe our efforts in building language modeling from scratch, expanding their scope to make them applicable and useful for real-world applications, and investigating a new generation of LMs that ...

Abstract: Current large speech language models are mainly based on semantic tokens from discretization of self-supervised learned representations and acoustic tokens from a neural codec, following a ...