FAIR introduced a self-supervised neural network for speech recognition

28 May 2021

FAIR introduced a self-supervised neural network for speech recognition

wav2vec-U is a framework for creating speech recognition systems that do not require training on annotated datasets. The algorithm presented by FAIR enables speech recognition in rare languages and dialects.…

TextFlint: a library for analyzing NLP models robustness

8 April 2021

TextFlint: a library for analyzing NLP models robustness

TextFlint is a multilingual, multitasking platform for analyzing NLP models stability. Open source available for English and Chinese, other languages ​​are being developed. Included text processing tools: general and specific…

CSTR neural network recognizes text in scene images

1 March 2021

CSTR neural network recognizes text in scene images

CSTR is a convolutional neural network that recognizes text in scene images. The previous work considers the problem of text recognition on a scene image as a segmentation and seq2seq…

TransGAN: two Transformer models as one GAN

26 February 2021

TransGAN: two Transformer models as one GAN

TransGAN is a GAN model in which the generator and discriminator are composed of two Transformer architectures. GAN architecture traditionally uses convolutions. In TransGAN, convolutions are replaced with Transformer. The…

Twitter Opens Tweet Archive for Scientific Researchers

20 February 2021

Twitter Opens Tweet Archive for Scientific Researchers

Twitter has opened an archive of tweets for scientific researchers. This way the IT-company supports research on online discourse and trends on the platform. More data and access to them…

Pile: 825-gigabyte open-source dataset for language models training

28 January 2021

Pile: 825-gigabyte open-source dataset for language models training

Pile is an 825 gigabyte dataset for teaching language models. The dataset consists of 22 smaller datasets, which are combined into one. In addition to the dataset, the creators published…

EXAM – State-of-The-Art Method for Text Classification

24 December 2018
text classification EXAM

EXAM – State-of-The-Art Method for Text Classification

One of the widely used Natural Language Processing & Supervised Machine Learning (ML) task in different problems and used cases is the so-called Text Classification. It is an example of…

“NLP Architect” by Intel: Taking Another Step Forward in Natural Language Processing

25 June 2018
NLP Architeckt

“NLP Architect” by Intel: Taking Another Step Forward in Natural Language Processing

Chatbots are everywhere today. Have you noticed how more and more business websites have a chatbot popping up on their home page? And this is only one out of multiple…