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Meta AI Researchers Introduce GenBench: A Revolutionary Framework for Advancing Generalization in Natural Language Processing

Marktechpost

A model’s capacity to generalize or effectively apply its learned knowledge to new contexts is essential to the ongoing success of Natural Language Processing (NLP). Having the taxonomy in place makes it easier to get good generalizations, which further fosters the growth of Natural Language Processing.

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Can AI Really Understand Sarcasm? This Paper from NYU Explores Advanced Models in Natural Language Processing

Marktechpost

Natural Language Processing (NLP) is useful in many fields, bringing about transformative communication, information processing, and decision-making changes. The post Can AI Really Understand Sarcasm? This Paper from NYU Explores Advanced Models in Natural Language Processing appeared first on MarkTechPost.

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Amazon AI Researchers Introduce Chronos: A New Machine Learning Framework for Pretrained Probabilistic Time Series Models

Marktechpost

Traditionally anchored by statistical models like ARIMA, the domain has witnessed a paradigm shift with the advent of deep learning. This process involves scaling and quantizing the data into discrete bins, similar to how words form a vocabulary in language models. The performance of Chronos is truly impressive.

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AI News Weekly - Issue #345: Hollywood’s Major Crew Union Debates How to Use AI as Contract Talks Loom - Aug 10th 2023

AI Weekly

Powered by clkmg.com In the News Deepset nabs $30M to speed up natural language processing projects Deepset GmbH today announced that it has raised $30 million to enhance its open-source Haystack framework, which helps developers build natural language processing applications. Subscribe today!] 1.41%) (BRK.B

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2024 BAIR Graduate Directory

BAIR

graduates have each expanded the frontiers of AI research and are now ready to embark on new adventures in academia, industry, and beyond. These fantastic individuals bring with them a wealth of knowledge, fresh ideas, and a drive to continue contributing to the advancement of AI. The rest is accessed via clicking 'Continue'.

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Meet DeepOnto: A Python Package for Ontology Engineering with Deep Learning

Marktechpost

Advances in Deep Learning Methodologies are greatly impacting the Artificial Intelligence community. Deep Learning techniques are being widely used in almost every industry, be it healthcare, social media, engineering, finance, or education.

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Amazon Researchers Present a Deep Learning Compiler for Training Consisting of Three Main Features- a Syncfree Optimizer, Compiler Caching, and Multi-Threaded Execution

Marktechpost

In recent research, a team of researchers has introduced a deep learning compiler specifically made for neural network training. This deep learning compiler has been developed with a sync-free optimizer implementation. Another important feature of this deep-learning compiler is compiler caching.