AWS Machine Learning Blog

AUGUST 14, 2023

Researchers can download, run, and study BLOOM to investigate the performance and behavior of recently developed LLMs down to their deepest internal operations. Sentence and sentiment classification Message: When the spaceship landed on Mars, the whole humanity was excited Topic: space ### Message: I love playing tennis and golf.

NLP 71

NLP Robotics Prompt Engineer Prompt Engineering 71

NLP People

APRIL 2, 2018

Limsi Research Group: University of Paris The LIMSI and CNRS research groups are based at the University of Paris. LORIA According to their website, LORIA was founded in 1997 – and the acronym is the French translation for Lorraine Research Laboratory in Computer Science and its Applications.

NLP 52

NLP Data Mining Natural Language Processing Machine Learning 52

Hal Daumé III

JUNE 12, 2018

Normal 0 false false false EN-US X-NONE X-NONE A while ago I created this image for thinking about how machine learning systems tend to get deployed. It also advantages people who put their papers on arxiv, which is not a uniform slice of the research population. This is a fairly easy representation to understand.

Machine Learning 40

Machine Learning Neural Network 40

Google Research AI blog

FEBRUARY 28, 2023

Posted by Posted by Leslie Yeh, Director, University Relations (This is Part 9 in our series of posts covering different topical areas of research at Google. Sharing knowledge is essential to Google’s research philosophy — it accelerates technological progress and expands capabilities community-wide.

Robotics 72

Robotics Deep Learning Auto-classification ML 72

AWS Machine Learning Blog

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

LLM 111

LLM Auto-complete Auto-classification Generative AI 111

John Snow Labs

MAY 26, 2023

Let’s use this annotator and the Spark NLP model to produce RoBerta sentence embeddings: from sparknlp.annotator import RoBertaSentenceEmbeddings embeddings = RoBertaSentenceEmbeddings.pretrained("sent_roberta_base", "en").setInputCols("sentence").setOutputCol("sentence_roberta_embeddings")

NLP 52

NLP BERT Natural Language Processing Deep Learning 52

Lexalytics

APRIL 5, 2021

The papers were a curious hodge-podge from researchers who, like Geoff Hinton, were trying to keep the faith, but there was no unifying theory behind them. However, I wasn’t particularly interested in researching learning per se; instead, I was much enamored by distributed knowledge representations.

Neural Network 52

Neural Network Convolutional Neural Networks Natural Language Processing BERT 52

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Generative AI foundation models have been the focus of most of the ML and artificial intelligence research and use cases for over a year now. Llama 2 is intended for commercial and research use in English. He got his PhD from University of Illinois at Urbana-Champaign and was a Post Doctoral Researcher at Georgia Tech.

Auto-complete 97

Auto-complete Machine Learning ML Python 97

Explosion

NOVEMBER 21, 2019

Four years is a relatively short time on the scale of language change, but it’s easy to find examples of words, topics and entities that had very different associations in 2015. import spacy from spacy.pipeline import EntityRuler nlp = spacy.blank("en") ruler = EntityRuler(nlp).from_disk("./fashion_brands_patterns.jsonl") from_disk("./fashion_brands_patterns.jsonl")

NLP 52

NLP Convolutional Neural Networks Neural Network Natural Language Processing 52

Marek Rei

JANUARY 17, 2018

Staying on top of recent work is an important part of being a good researcher, but this can be quite difficult. Evaluation is performed on the Kaggle ASAP dataset, training separate models on individual topics, and also reporting some cross-topic results. ENS, Bar Ilan. University of Illinois, Georgia Tech.

Machine Learning 52

Machine Learning NLP Neural Network Convolutional Neural Networks 52

Explosion

FEBRUARY 28, 2017

Fortunately, there are now labelled data sets from two large community question answering sites: the recently-released Quora data set and the StackExchange corpus compiled by researchers from Melbourne University. This post previously linked to an online demo of the similarity model.

Convolutional Neural Networks 40

Convolutional Neural Networks Neural Network Algorithm Explainability 40

How to Learn Machine Learning

DECEMBER 2, 2022

Artificial intelligence (AI) is a topic that has been discussed for a while. This growth is not restricted to the US.The market research engine projects that by 2025, global spending on artificial intelligence in education will be USD 5.80 According to a report in research paper writing services, teachers don’t just instruct.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Automation Machine Learning 52

ML Review

MAY 3, 2018

This topic, when broached, has historically been a source of contention among linguists, neuroscientists and AI researchers. Researchers can now work in many different areas and apply their techniques to issues across the spectrum, from social sciences to healthcare, and from sports to finance.

Neural Network 52

Neural Network Computer Vision Deep Learning Convolutional Neural Networks 52

Viso.ai

JANUARY 19, 2024

History and Rise of Deep-Fake Technology The concept emerged from academic research in the early 2010s, focusing on facial recognition and computer vision. Today, it’s a topic of significant public interest and concern, especially in the face of political election cycles.

Deep Learning 52

Deep Learning Machine Learning Algorithm Computer Vision 52