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NLP

O que é Word2Vec

O que é Word2Vec

Word2Vec é um método de Aprendizado de Máquina para construir um modelo de linguagem baseado em ideias de Aprendizado Profundo. No entanto, a rede neural usada aqui é um tanto superficial (tem apenas uma camada escondida).

Marcin Lewek
Marcin Lewek
Tutorials & Guides
AVA: Nossa visão para o futuro do E-Commerce

AVA: Nossa visão para o futuro do E-Commerce

Ao observar o crescimento da demanda por soluções baseadas em voz e linguagem natural, percebe-se que as coisas estão mudando rapidamente no mundo da tecnologia.

Marcin Lewek
Marcin Lewek
AVA
AVA: Our vision for the voice-based future of eCommerce

AVA: Our vision for the voice-based future of eCommerce

The early days of the internet saw a lot of natural language use. As Google gained prominence as the search engine of choice, keyword searches replaced natural language searches.

Marcin Lewek
Marcin Lewek
AVA
Why the Natural Language is so Important?

Why the Natural Language is so Important?

Although sometimes overrated to the detriment of non-verbal one, language is an essential part of communication. It’s pretty apparent for us, yet we don’t even consider it worthy of explaining.

Marcin Lewek
Marcin Lewek
Marketing theory
Dispatches from the ULMFiT trenches

Dispatches from the ULMFiT trenches

Don’t just look at the benchmark figures when you evaluate your language model. A subjective judgement can also lead to interesting insights.

Hubert Karbowy
Hubert Karbowy
AVA
Why ULMFiT can still matter: training and inference times

Why ULMFiT can still matter: training and inference times

In real-life applications computational efficiency of ML models is as important as evaluation metrics

Hubert Karbowy
Hubert Karbowy
AVA
Resurrecting monolingual recurrent language models with ULMFiT for Tensorflow

Resurrecting monolingual recurrent language models with ULMFiT for Tensorflow

Recurrent language models are still alive and kicking. We release pretrained Polish and English ULMFiT models for Tensorflow Hub.

Hubert Karbowy
Hubert Karbowy
AVA
Concordância entre Anotadores: A Linguagem em Disputa

Concordância entre Anotadores: A Linguagem em Disputa

Quando o assunto é Processamento de Linguagem Natural e o desenvolvimento de assistentes por voz, mais cedo ou mais tarde você encontrará o termo "concordância entre anotadores". Este acordo é fundamental para atingirmos a ilusão de que as máquinas estão, de fato, entendendo palavras.

Marcin Lewek
Marcin Lewek
NLP