Remove en sport
article thumbnail

Spark NLP 5.1: Introducing state-of-the-art OpenAI Whisper speech-to-text, OpenAI Embeddings and Completion transformers, MPNet text embeddings, ONNX support for E5 text embeddings, new multi-lingual BART Zero-Shot text classification, and much more!

John Snow Labs

It was a great game!] |[sport] | |[We need to hurry up and get to the airport. It was a great game!] |[sport] | |[We need to hurry up and get to the airport. setInputCols(["document", "token"]).setOutputCol("class").setCandidateLabels(["urgent", setOutputCol("class").setCandidateLabels(["urgent",

NLP 98
article thumbnail

Spark NLP 5.1: Introducing state-of-the-art OpenAI Whisper speech-to-text, OpenAI Embeddings and Completion transformers, MPNet text embeddings, ONNX support for E5 text embeddings, new multi-lingual BART Zero-Shot text classification, and much more!

John Snow Labs

It was a great game!] |[sport] | |[We need to hurry up and get to the airport. It was a great game!] |[sport] | |[We need to hurry up and get to the airport. setInputCols(["document", "token"]).setOutputCol("class").setCandidateLabels(["urgent", setOutputCol("class").setCandidateLabels(["urgent",

NLP 52
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Detecting Opioid Abuse in Clinical Notes Using Healthcare NLP

John Snow Labs

setOutputCol("document") sentenceDetector = SentenceDetectorDLModel.pretrained("sentence_detector_dl_healthcare","en","clinical/models").setInputCols(["document"]).setOutputCol("sentence") documentAssembler = DocumentAssembler().setInputCol("text").setOutputCol("document")

NLP 52
article thumbnail

How Pixability uses foundation models to accelerate NLP application development by months

Snorkel AI

Now instead of being able to just classify a video as related to “sports,” they could classify it more specifically as “basketball” or “hockey”. Auto-labeled by capturing domain expertise and foundation model knowledge as labeling functions and applying intelligently en-masse.

NLP 52
article thumbnail

Boost your forecast accuracy with time series clustering

AWS Machine Learning Blog

Outside work, he enjoys hiking, sports, and spending time with his family. Chong En Lim is a Solutions Architect at AWS. Direct link to UCI dataset Scikit-learn GitHub repo TSFresh GitHub repo About the Authors Aleksandr Patrushev is AI/ML Specialist Solutions Architect at AWS, based in Luxembourg.

Python 79
article thumbnail

Simplify continuous learning of Amazon Comprehend custom models using Comprehend flywheel

AWS Machine Learning Blog

Supreeth likes spending his time with family and friends, loves playing football and follows the sport immensely. He works closely with ML Core , SaaS and Fintech startups to help accelerate their journey to the cloud. His day is incomplete without a walk and playing fetch with his ‘DJ’ (Golden Retriever).

article thumbnail

Accelerate PyTorch with DeepSpeed to train large language models with Intel Habana Gaudi-based DL1 EC2 instances

AWS Machine Learning Blog

billion-parameter model using the wikicorpus-en dataset. Outside of work he explores different cuisines of food and plays racquet sports. As a result, we achieved pre-training (phase 1) model convergence within 16 hours (our target was to train a large model within a day) for the BERT 1.5-billion-parameter