To explain NLP models a popular approach is to use importance measures, such as attention, which inform input tokens are important for making a prediction. However, an open question is how well these explanations accurately reflect a model's logic, a...
Long iterative training processes for Deep Neural Networks (DNNs) are commonly required to achieve state-of-the-art performance in many computer vision tasks. Importance sampling approaches might play a key role in budgeted training regimes, i.e. whe...
We elaborate on using importance sampling for causal reasoning, in particular for counterfactual inference. We show how this can be implemented natively in probabilistic programming. By considering the structure of the counterfactual query, one can s...
We introduce new centrality measures, called ksi-centrality and normalized ksi-centrality measure the importance of a node up to the importance of its neighbors. First, we show that normalized ksi-centrality can be rewritten in terms of the Laplacian...
This letter proposes a semantic importance-aware communication (SIAC) scheme using pre-trained language models (e.g., ChatGPT, BERT, etc.). Specifically, we propose a cross-layer design with a pre-trained language model embedded in/connected by the c...
Dec 5, 2024 · Wondering what is advertising? Learn about the various types and the importance of advertising in business with The Media Ant's detailed guide.
We estimate the relative importance of small and large earthquakes for static stress changes and for earthquake triggering, assuming that earthquakes are triggered by static stress changes and that earthquakes are located on a fractal network of di...
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Importance measures provide a systematic approach to scrutinize critical system components, which are extremely beneficial in making important decisions, such as prioritizing reliability improvement activities, identifying weak-links and effective us...
Historical trends suggest the decline in importance of land as a production factor but its continued importance as a store of value. Using an overlapping generations model with land and aggregate uncertainty, we theoretically study the long-run behav...
The importance of speaking style authentication from human speech is gaining an increasing attention and concern from the engineering community. The importance comes from the demand to enhance both the naturalness and efficiency of spoken language hu...
1. To arrange or deal with in order of importance. 2. To treat or consider as of greater importance than other matters: economic policies that prioritize job creation.
Today it is crucial for organizations to pay even greater attention on quality management as the importance of this function in achieving ultimate business objectives is increasingly becoming clearer. Importance of the Quality Management Function in...
We study strategic information transmission in a hierarchical setting where information gets transmitted through a chain of agents up to a decision maker whose action is of importance to every agent. This situation could arise whenever an agent can c...
Jan 20, 2026 · Learn the importance of kissing in relationships, including how it builds intimacy, emotional bonding, reduces stress, & strengthens the romantic connection.
More than just a movement Sorry for the long post I thought this would be an important post so people can realize the importance of this. Silver and the importance of this shinny ...
More than just a movement Sorry for the long post I thought this would be an important post so people can realize the importance of this. Silver and the importance of this shinny ...
More than just a movement Sorry for the long post I thought this would be an important post so people can realize the importance of this. Silver and the importance of this shinny ...
Sorry for the long post I thought this would be an important post so people can realize the importance of this. Silver and the importance of t...
More than just a movement Sorry for the long post I thought this would be an important post so people can realize the importance of this. Silver and the importance of this shinny metal. The metal ...