Snorkel AI

MARCH 1, 2023

2016) This paper introduced DCGANs, a type of generative model that uses convolutional neural networks to generate images with high fidelity. The company is best known for NLP tools, but also enables the use of computer vision, audio, and multimodal models. Attention Is All You Need Vaswani et al.

BERT 83

BERT Natural Language Processing Large Language Models Neural Network 83

Defined.ai blog

FEBRUARY 26, 2023

This has been a longstanding concern for large companies with distributed workforces, with companies like Apple acquiring startups like Emotient all the way back in 2016. Categorize Me This!”  — Content Categorization: Are you looking for a more organized and efficient way to review and analyze the content from your online meetings?

Categorization 52

Categorization AI AI Automation 52

Explosion

AUGUST 1, 2019

Huge transformer models like BERT, GPT-2 and XLNet have set a new standard for accuracy on almost every NLP leaderboard. It features consistent and easy-to-use interfaces to several models, which can extract features to power your NLP pipelines. apple2 = nlp("Apple sold fewer iPhones this quarter.") print(apple1[0].similarity(apple2[0]))

BERT 52

BERT NLP Neural Network Categorization 52

Bugra Akyildiz

NOVEMBER 17, 2024

Airbnb uses ViTs for several purposes in their photo tour feature: Image classification : Categorizing photos into different room types (bedroom, bathroom, kitchen, etc.) which uses LLMs and various other NLP models that runs locally on your machine for evaluation. or amenities. 2020) EBM : Explainable Boosting Machine (Nori, et al.

Convolutional Neural Networks 52

Convolutional Neural Networks Metadata Computer Vision Python 52

Explosion

FEBRUARY 12, 2017

The question of how idealised NLP experiments should be is not new. The model is implemented using Thinc , a small library of NLP-optimized machine learning functions being developed for use in spaCy. We want to learn a single categorical label for the pair of questions, so we want to get a single vector for the pair of sentences.

Neural Network 40

Neural Network Deep Learning Natural Language Processing NLP 40

Probably Approximately a Scientific Blog

JANUARY 12, 2021

The release of Google Translate’s neural models in 2016 reported large performance improvements: “60% reduction in translation errors on several popular language pairs”. In NLP, dialogue systems generate highly generic responses such as “I don’t know” even for simple questions. Open-ended generation is prone to repetition.

Natural Language Processing 52

Natural Language Processing BERT NLP Neural Network 52

AWS Machine Learning Blog

SEPTEMBER 11, 2024

Parallel computing Parallel computing refers to carrying out multiple processes simultaneously, and can be categorized according to the granularity at which parallelism is supported by the hardware. Review of the technology In this section, we review different components of the technology.

ML 113

ML Deep Learning Algorithm Large Language Models 113

Artificial Corner

JUNE 18, 2023

ChatGPT released by OpenAI is a versatile Natural Language Processing (NLP) system that comprehends the conversation context to provide relevant responses. Question Answering has been an active research area in NLP for many years so there are several datasets that have been created for evaluating QA systems.

ChatGPT 91

ChatGPT Natural Language Processing BERT NLP 91

Defined.ai blog

APRIL 10, 2023

Named Entity Recognition (NER) is a natural language processing (NLP) subtask that involves automatically identifying and categorizing named entities mentioned in a text, such as people, organizations, locations, dates, and other proper nouns.

NLP 52

NLP Categorization Natural Language Processing Algorithm 52

Defined.ai blog

APRIL 10, 2023

Named Entity Recognition (NER) is a natural language processing (NLP) subtask that involves automatically identifying and categorizing named entities mentioned in a text, such as people, organizations, locations, dates, and other proper nouns.

NLP 52

NLP Categorization Natural Language Processing Algorithm 52

Unite.AI

SEPTEMBER 20, 2023

Transformers in NLP In 2017, Cornell University published an influential paper that introduced transformers. These are deep learning models used in NLP. Hugging Face , started in 2016, aims to make NLP models accessible to everyone. It is based in New York and was founded in 2016."

LLM 342

LLM BERT NLP Python 342

Probably Approximately a Scientific Blog

NOVEMBER 23, 2016

It's a Bird, It's a Plane, It's Superman (not antonyms) Many people would categorize a pair of words as opposites if they represent two mutually exclusive options/entities in the world, like male and female. CogALex 2016. black and white , and tuna and salmon. Enrico Santus, Qin Lu, Alessandro Lenci, Chu-Ren Huang. PACLIC 2014. [6]

NLP 52

NLP Natural Language Processing Categorization 52