IBM Journey to AI blog

APRIL 18, 2024

While cost wasn’t the primary driver, it reflects a growing belief that the value generated by gen AI outweighs the price tag. But, unlike humans, AGIs don’t experience fatigue or have biological needs and can constantly learn and process information at unimaginable speeds.

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Unite.AI

MAY 8, 2024

Here are some of the prominent roles LLMs can play: LLM as an Enhancer : In this approach, LLMs are used to enrich the textual attributes associated with the nodes in a TAG. In these graphs, entities are represented as nodes, and their relationships are depicted as edges.

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Neural Network Large Language Models LLM BERT 182

AWS Machine Learning Blog

MARCH 6, 2024

For this example, we adapt an existing script for text classification from Hugging Face. This allows us to try several methods for improving the efficiency of our training job. We could resample our data and discard records from the majority class.

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Neural Network Large Language Models Machine Learning ML 93

Unite.AI

AUGUST 1, 2023

In the hands of businesses and individuals, GPT-4, for instance, could serve as an inexhaustible knowledge reservoir, proficient in subjects ranging from Mathematics and Biology to Legal Studies. You make a statement and then tag it with a reference, such as ‘(source: Wikipedia)'.

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Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

AWS Machine Learning Blog

APRIL 19, 2024

Beyond creating differentiated AI tools, we have established an integrated platform that merges AI software, cloud-based data, scalable computation infrastructure, and high-throughput chemistry and biology capabilities. v1alpha5 kind: ClusterConfig metadata: name: do-eks-yaml-karpenter version: '1.28' region: us-west-2 tags: karpenter.sh/discovery:

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Auto-complete Metadata AI AI 100

Viso.ai

MAY 13, 2024

The process involves classifying blocks of text, tagging text elements for semantic annotation and understanding, or associating intent with conversational data. For example, educational texts can be classified into subjects like ‘Mathematics,’ ‘Physics,’ ‘Biology’ etc.

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Computer Vision Natural Language Processing Categorization Chatbots 52

Marktechpost

AUGUST 15, 2023

There is a part-of-speech tag applied to each word in a sequence. These tags are interconnected, generating the red-hued linear chain. In biology, similar structures can be found. Depending on the activity, this structure is typically latent and changes. Together, the words make up a sequence.

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Deep Learning Algorithm Explainability Machine Learning 98

Sebastian Ruder

AUGUST 23, 2021

AlphaFold 2 reaching performance competitive with experimental methods on the CASP 14 competition marked a major scientific advance in the field of structural biology. Reaching human performance on influential benchmarks is often seen as a key milestone for a field. " —John R.

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NLP Natural Language Processing ML Deep Learning 52

Lexalytics

APRIL 5, 2021

Manning and Yoram Singer (2003) “ Feature-rich part-of-speech tagging with a cyclic dependency network ” David G. Rumelhart, and the PDP Research Group (1986) “ Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2: Psychological and Biological Models ” D. Klein, Christopher D.

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Neural Network Convolutional Neural Networks Natural Language Processing BERT 52