Marktechpost

SEPTEMBER 30, 2024

Traditional algorithms and libraries often depend heavily on main memory storage and cannot distribute data across multiple machines, limiting their scalability. The framework incorporates cache mechanisms and optimized search algorithms, enhancing response times and overall performance. The system achieved an average query time of 0.47

BERT 111

BERT Algorithm Deep Learning Data Integration 111

Towards AI

JULY 21, 2023

They fine-tuned BERT, RoBERTa, DistilBERT, ALBERT, XLNet models on siamese/triplet network structure to be used in several tasks: semantic textual similarity, clustering, and semantic search. AND multilingual models) GitHub: UKPLab/sentence-transformers BERT / RoBERTa / XLM-RoBERTa produces out-of-the-box rather bad sentence embeddings.

NLP 98

NLP BERT Deep Learning Natural Language Processing 98

Becoming Human

MARCH 12, 2024

Legal professionals now leverage powerful AI tools with sophisticated algorithms for more efficient and precise processing of vast information repositories. Legal language processing AI-powered legal language processing simplifies legal jargon, using NLP algorithms to make legal documents more accessible.

Automation 105

Automation Artificial Intelligence Artificial Intelligence NLP 105

Marktechpost

SEPTEMBER 30, 2024

SLQ approximates the eigenvalue histograms using smooth curves, and this technique is applied to analyze various models, including CNNs (ResNet18 and VGG16) and Transformers (GPT2, ViT-base, BERT, and GPT2-nano) across different tasks and modalities. This Magazine/Report will be released in late October/early November 2024.

Neural Network 59

Neural Network Convolutional Neural Networks BERT Explainability 59

Viso.ai

JUNE 12, 2024

GPT-2 is not just a language model like BERT, it can also generate text. The algorithm learns contextual relationships between words in the texts provided as training examples and then generates a new text. OpenAI tested GPT-3 in practice where it wrote multiple journal essays (for the UK news magazine Guardian).

Large Language Models 52

Large Language Models ChatGPT Computer Vision Neural Network 52

Applied Data Science

JANUARY 4, 2022

Initially introduced for Natural Language Processing (NLP) applications like translation, this type of network was used in both Google’s BERT and OpenAI’s GPT-2 and GPT-3. The immense computational complexity of recent algorithms has forced their creators to train them only a handful of times, in many cases just once.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 52

NLP People

JULY 24, 2019

As the following chart shows, research activity has been flourishing in the past years: Figure 1: Paper quantity published at the ACL conference by years In the following, we summarize some core trends in terms of data strategies, algorithms, tasks as well as multilingual NLP. They not only need annotated data – they need Big Labeled Data.

NLP 52

NLP Neural Network Deep Learning Natural Language Processing 52