AWS Machine Learning Blog

NOVEMBER 1, 2023

Many organizations including government agencies, school districts, and legal professionals face the challenge of detecting and redacting PII accurately at scale. Logikcull uses this confidence score to assign the tag PII Detected to the documents. Logikcull only assigns this tag to documents that have a confidence score of over 0.75.

Software Engineer 82

Software Engineer Metadata Machine Learning Natural Language Processing 82

Unite.AI

SEPTEMBER 6, 2023

In the beginning, my co-founder Ilia and I were operating from an abandoned dusty school building basement. As a result, we now have one of the world’s most comprehensive merchant databases with close to 100M+ merchants enriched with names, addresses, industry tags, and more. We’ve had quite the archetypal startup story.

Natural Language Processing 278

Natural Language Processing BERT Large Language Models ML 278

AWS Machine Learning Blog

NOVEMBER 20, 2023

KT’s AI Food Tag is an AI-based dietary management solution that identifies the type and nutritional content of food in photos using a computer vision model. The AI Food Tag can help patients with chronic diseases such as diabetes manage their diets. In this post, we describe KT’s model development journey and success using SageMaker.

Deep Learning 85

Deep Learning Machine Learning ML Data Scientist 85

Unite.AI

DECEMBER 1, 2023

This is what led me back down the rabbit hole, and eventually back to grad school at Stanford, focusing on NLP, which is the area of using ML/AI on natural language. looking for keywords or patterns in documents) to programmatically label millions of data points in minutes, rather than manually tagging one data point at a time.

Data Scientist 147

Data Scientist Auto-classification AI AI 147

Pickl AI

JULY 12, 2023

Whether you’re in elementary school, high school, or pursuing higher education, these tools can enhance your learning experience and help you achieve academic success. A: No, these AI tools can benefit students of all ages and educational levels.

AI Tools 52

AI Tools AI AI Algorithm 52

ODSC - Open Data Science

APRIL 21, 2023

This is quite costly as most studies, according to the CBO , estimate the price tag of the entire process as around $1 to $2 billion dollars per drug. Louis School of Medicine states of DiffDock’s potential, “ DiffDock makes drug target identification much more possible.

Generative AI 52

Generative AI Data Science AI AI 52

AWS Machine Learning Blog

JANUARY 25, 2024

In a channel, users can ask Amazon Q business expert questions in a new message, or tag it in an existing thread at any point, to provide additional data points, resolve a debate, or summarize the conversation and capture the next steps. Choose Preview in Teams to launch Microsoft Teams (work or school) app. Choose Save.

Generative AI 108

Generative AI Software Engineer Metadata Software Development 108

Marktechpost

JULY 23, 2023

Tags, highlights, and comments are all simple to use and facilitate collaboration. Automated diarization is also available, with Soni automatically tagging speakers and breaking conversations into paragraphs. The technology is useful for any sector, but the media, schools, and courts see the most immediate benefits.

AI Tools 94

AI Tools Natural Language Processing Artificial Intelligence Artificial Intelligence 94

IBM Journey to AI blog

APRIL 24, 2024

A school asks parents to verify their identities before giving out student information. The price tag can add up quickly. An online retailer always gets users’ explicit consent before sharing customer data with its partners. A navigation app anonymizes activity data before analyzing it for travel trends.

Automation 199

Automation Explainability Artificial Intelligence Artificial Intelligence 199

ODSC - Open Data Science

APRIL 28, 2023

Introduction to SpaCy SpaCy is a python library designed to provide a “complete” NLP pipeline, including ingestion, tokenization, tagging, representation, and even classification. He obtained his Masters in Public Health (MPH) from Johns Hopkins and his PhD in Policy Analysis from the Pardee RAND Graduate School.

Deep Learning 98

Deep Learning Convolutional Neural Networks Neural Network NLP 98

Hal Daumé III

JULY 26, 2016

I remember back in grad school days some subset of the field was thinking about the following question. I train an unsupervised HMM on some language data to get something-like-part-of-speech tags out. And naturally the question arises: these tags that come out. what are they actually encoding? but okay.) What does that mean?

NLP 40

NLP 40

Explosion

DECEMBER 17, 2013

Problem Description It’d be nice to type an instruction like this into your phone: Set volume to zero when I’m in a meeting, unless John’s school calls. Example usage parser = parser.Parser() tokens = "Set the volume to zero when I 'm in a meeting unless John 's school calls".split() The current version is hosted on GitHub.

Python 45

Python Algorithm NLP Computational Linguistics 45

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. Large tech companies and research labs are pouring resources into its development, with various schools of thought tackling the challenge of achieving true human-level intelligence in machines.

Neural Network 226

Neural Network LLM AI AI 226

NLP For Hackers

JANUARY 3, 2018

A Form of Tagging If document classification is assigning a single category to a text, topic modeling is assigning multiple tags to a text. A human expert can label the resulting topics with human-readable labels and use different heuristics to convert the weighted topics to a set of tags. Why is Topic Modeling useful?

Algorithm 52

Algorithm Natural Language Processing NLP Python 52

ODSC - Open Data Science

FEBRUARY 14, 2023

ChatGPT is being hyped as a “Google-killer” thanks to NLP methods that deliver rapid and straightforward answers to text prompts while also writing music lyrics, school papers, poetry, and even programming code. New York City blocked access to ChatGPT in the city’s 1,851 public schools, which serve over one million students.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

Explosion

FEBRUARY 18, 2015

Most are broke — they’ve just finished grad school. The full processing pipeline completes in 20ms per document, including accurate tagging and parsing. Absolute (ms per doc) Relative (to spaCy) System Tokenize Tag Parse Tokenize Tag Parse spaCy 0.2ms 1ms 19ms 1x 1x 1x CoreNLP 2ms 10ms 49ms 10x 10x 2.6x

NLP 52

NLP Natural Language Processing Software Engineer Explainability 52

AWS Machine Learning Blog

APRIL 25, 2023

Infrastructure settings cover the network configuration, IAM roles, Amazon Simple Storage Service (Amazon S3) folder for input, output data, and tags. He holds an MBA from Haas School of Business and a Masters in Information Systems Management from Carnegie Mellon University. You only need to set it up one time. SchemaVersion: '1.0'

Machine Learning 76

Machine Learning Data Scientist Python ML 76

Explosion

MAY 8, 2016

The current release features high-accuracy syntactic dependency parsing, named entity recognition, part-of-speech tagging, token and sentence segmentation, and noun phrase chunking. When Germans learn English in school, one of the first things they are taught to memorize is Subject-Verb-Object or SVO. join('{word}/{tag}'.format(word=t.orth_,

Convolutional Neural Networks 40

Convolutional Neural Networks NLP Algorithm Neural Network 40

AWS Machine Learning Blog

MAY 30, 2023

Video captioning The following screenshot shows a video captioning UI to generate rich video captions with timestamp tags. from the University of Florida, and an MBA from the University of California, Berkeley, Haas School of Business. He has an M.S. He has an M.S.

Generative AI 64

Generative AI Machine Learning Chatbots LLM 64

DataRobot Blog

FEBRUARY 15, 2023

The DataRobot AI catalog fosters collaboration by providing users a system of record for datasets, the ability to publish and share datasets with colleagues, tag datasets, and manage the lineage of the dataset throughout the entire project.

Data Scientist 52

Data Scientist Data Drift Automation AI 52

Mlearning.ai

FEBRUARY 6, 2023

College Admissions Imagine Bill is a senior in high school and is applying to Stanford. At the end of this process, he is excited and believes that the admissions officer at his dream school will see his passion… only for him to get a rejection email on the grounds that they believe the essay is ChatGPT generated.

Explainable AI 52

Explainable AI Explainability ChatGPT Chatbots 52

Applied Data Science

JUNE 1, 2021

Fancy visuals can be misleading If you are not a time traveler from the past, then you’ve probably come across a word cloud, also known as a tag cloud. Sometimes going old-school, as with this classical bar chart, may be better for your readers: A Paradox In My Basket? Before we deconstruct word clouds, let’s make a small exercise.

Data Science 52

Data Science Explainability Categorization Business Intelligence 52

Marek Rei

NOVEMBER 12, 2019

link] The paper describes a sequence tagging model for semantic role labeling. Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging Lifu Huang, Heng Ji, Jonathan May. Evaluation is performed on two synthetic datasets and on the task of part-of-speech tagging. Allen School, Allen Institute.

Machine Learning 52

Machine Learning NLP Neural Network BERT 52

Sebastian Ruder

DECEMBER 6, 2021

Academic tests datasets target science questions in US school tests such as ARC ( Clark et al., 2019 ) and school-level exam resources such as RACE ( Lai et al., In this case, it is crucial to ensure that answer spans can be recovered after translation by enclosing them with tags or using fuzzy search ( Hsu et al.,

BERT 52

BERT NLP Natural Language Processing Computational Linguistics 52