Lexalytics

JULY 12, 2023

We’ve pioneered a number of industry firsts, including the first commercial sentiment analysis engine, the first Twitter/microblog-specific text analytics in 2010, the first semantic understanding based on Wikipedia in 2011, and the first unsupervised machine learning model for syntax analysis in 2014.

NLP 98

NLP Natural Language Processing Text Analytics BERT 98

Towards AI

JULY 20, 2023

It’s also an area that stands to benefit most from automated or semi-automated machine learning (ML) and natural language processing (NLP) techniques. Semi) automated data extraction for SLRs through NLP Researchers can deploy a variety of ML and NLP techniques to help mitigate these challenges. This study by Bui et al.

Data Extraction 77

Data Extraction NLP Natural Language Processing Automation 77

Lexalytics

APRIL 5, 2021

Fast-forward a couple of decades: I was (and still am) working at Lexalytics, a text-analytics company that has a comprehensive NLP stack developed over many years. Ignore the plateau around 2010: this is probably an artifact of the incompleteness of the MAG dump.) The base model of BERT [ 103 ] had 12 (!)

Neural Network 52

Neural Network Convolutional Neural Networks Natural Language Processing BERT 52

Sebastian Ruder

DECEMBER 6, 2021

Reading Comprehension assumes a gold paragraph is provided Standard approaches for reading comprehension build on pre-trained models such as BERT. Using BERT for reading comprehension involves fine-tuning it to predict a) whether a question is answerable and b) whether each token is the start and end of an answer span.

BERT 52

BERT NLP Natural Language Processing Computational Linguistics 52

AWS Machine Learning Blog

SEPTEMBER 11, 2024

From 2010 onwards, other PBAs have started becoming available to consumers, such as AWS Trainium , Google’s TPU , and Graphcore’s IPU. The benchmark used is the RoBERTa-Base, a popular model used in natural language processing (NLP) applications, that uses the transformer architecture.

ML 102

ML Deep Learning Algorithm Large Language Models 102

Towards AI

JULY 19, 2023

John on Patmos | Correggio NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 02.14.21 We serve a diverse set… www.microsoft.com Cloud NLP for Spacy’s Models If you are deep in spaCy territory and you need a storage system to serve your spaCy models, the peeps at NLP Cloud can lend you a hand.

NLP 91

NLP Neural Network Natural Language Processing BERT 91

Towards AI

JULY 21, 2023

John on Patmos | Correggio NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 02.14.21 We serve a diverse set… www.microsoft.com Cloud NLP for Spacy’s Models If you are deep in spaCy territory and you need a storage system to serve your spaCy models, the peeps at NLP Cloud can lend you a hand.

NLP 52

NLP Neural Network Natural Language Processing BERT 52