AI News & Update

Hugging Face Launches Free NLP Course

Hugging Face launched the first part of its natural language processing (NLP) course on June 15. The course will cover how to use the NLP

15/06/2021

AI Mysteries

How to Identify Entities in NLP?

Generally, when we read a text, we recognize entities straightway like people, values, locations and more. For example, in the sentence “ Alexander the Great,

13/06/2021

AI Origins & Evolution

How COVID-19 Brought About A Faster NLP For Clinical Text

Machine learning technologies, such as Natural Language Processing (NLP), are being increasingly deployed in healthcare settings especially during last year’s pandemic. Analysing text to identify

09/06/2021

AI Mysteries

Meet skweak: A Python Toolkit For Applying Weak Supervision To NLP Tasks

skweak is a software toolkit based on Python, developed for applying weak supervision to various Natural Language Processing tasks.

28/04/2021

AI Origins & Evolution

Explained: CUAD, The Dataset For Legal NLP

NLP is still largely unexplored when it comes to complicated language such as legal contracts. Recently, the researchers at Berkeley and Nueva School, have taken

01/04/2021

AI Mysteries

Guide to Robustness Gym: Unifying the NLP Evaluation Landscape

Once the AI/ML model is built, researchers spend a considerable amount of time to come up with different parameters on which that model should be

12/03/2021

AI Mysteries

Guide to Sense2vec – Contextually Keyed Word Vectors for NLP

Sense2vec is a neural network model that generates vector space representations of words from large corpora. It is an extension of the infamous word2vec algorithm.Sense2vec creates embeddings for ”senses” rather than tokens of words.

06/03/2021

AI Mysteries

How To Use Stanza By Stanford NLP Group (With Python Code)

Stanza is a Python natural language analysis library created by the Stanford NLP group. It is a collection of NLP tools that can be used

02/03/2021

AI Mysteries

Guide To TAPAS (TAble PArSing) – A Technique To Retrieve Information From Tabular Data Using NLP

One of the most common forms of data that exists today is tabular data (structured data).In order to extract information from tabular data, you use

13/02/2021

AI Origins & Evolution

Why Tech Giants Introduced Their Own Benchmark for NLP

Recently, 55 researchers from more than 40 research labs and academia (including Intel, Microsoft, Google Research) worldwide came together to introduce GEM, a benchmark for

09/02/2021

AI Mysteries

Can We Crowdsource Benchmarks For Evaluating NLP Models?

Recently, a team of researchers from Allen Institute for AI, University of Washington and Hebrew University of Jerusalem has introduced a new leaderboard for human-in-the-loop

25/01/2021

AI Origins & Evolution

Best NLP-based SEO Tools For 2021

One key area that has witnessed a massive revolution with natural language processing (NLP) is the search engine optimisation. We all remember Google releasing the

06/01/2021

AI Mysteries

A Comprehensive Guide To 15 Most Important NLP Datasets

If you are just getting started with NLP or a researcher who is really into Natural language processing this comprehensive guide will help you with

05/01/2021

AI Origins & Evolution

Top 7 NLP Trends To Look Forward To In 2021

Natural language processing first studied in the 1950s, is one of the most dynamic and exciting fields of artificial intelligence. With the rise in technologies

01/01/2021

AI Mysteries

Flair: Hands-on Guide to Robust NLP Framework Built Upon PyTorch

Flair is a powerful open-source library for natural language processing to get insight from text extraction, named entity recognition.

19/12/2020

Tech & AI Blend

How This Pune Based Startup Is Revolutionising Tech Hiring By Using NLP & Azure

As economies reimagine business in the new normal, expanded access to digital skills will be one of the key drivers of inclusive economic growth. Technologies

18/12/2020

AI Mysteries

AllenNLP: Quick-start Guide To NLP Research Library

Allen Institute for Artificial Intelligence, which is one of the leading analysis organizations of Artificial Intelligence, develops this PyTorch-based library

18/12/2020

AI Origins & Evolution

IBM Sets Its NLP Ambitions High With New Capabilities In Watson

Boosting its NLP capabilities, IBM has launched new innovative capabilities in IBM Watson Discovery and IBM Watson Assistant, which will empower businesses to deploy and

15/12/2020

AI Mysteries

Most Benchmarked Datasets for Question Answering in NLP with implementation in PyTorch, Keras, and TensorFlow

Question Answering is a technique inside the fields of natural language processing, which is concerned about building frameworks that consequently answer addresses presented by people in a natural language processing.

24/11/2020

AI Mysteries

Deep Dive in Datasets for Machine translation in NLP Using TensorFlow and PyTorch

With the advancement of machine translation, there is a recent movement towards large-scale empirical techniques that have prompted exceptionally massive enhancements in translation quality. Machine Translation is the technique of consequently changing over one characteristic language into another, saving the importance of the info text.

21/11/2020

AI Mysteries

Datasets for Language Modelling in NLP using TensorFlow and PyTorch

In recent times, Language Modelling has gained momentum in the field of Natural Language Processing. So, it is essential for us to think of new models and strategies for quicker and better preparation of language models. Nonetheless, because of the complexity of language, we have to deal with some of the problems in the dataset. With an increase in the size of the dataset, there is an increase in the normal number of times a word shows up in that dataset.

19/11/2020

How NLP Is Being Used To Identify Impact Of Pandemic On People’s Mental Health

AI Origins & Evolution

How NLP Is Being Used To Identify Impact Of Pandemic On People’s Mental Health

A recent study published by the researchers at MIT and Harvard University used Natural Language Processing (NLP) to monitor the impact of COVID-19 pandemic on

16/11/2020

AI Mysteries

Hands-On Guide To Different Tokenization Methods In NLP

Do you realize you can google up anything today and can be sure to find something related to it on the internet? This comes from

29/10/2020

AI Mysteries

What Is Vokenization And Its Significance For NLP Applications

Image captions explicitly rely on grounded language. However, grounded language has a large discrepancy for other kinds of natural language. Existing language pre-training frameworks are

27/10/2020

AI Mysteries

How To Create A Vocabulary Builder For NLP Tasks?

The vocabulary helps in pre-processing of corpus text which acts as a classification and also a storage location for the processed corpus text. Once a text has been processed, any relevant metadata can be collected and stored.In this article, we will discuss the implementation of vocabulary builder in python for storing processed text data that can be used in future for NLP tasks.

24/10/2020

AI Mysteries

Jiant 2.0 Released: A NLU Toolkit Built For The Evolving Needs Of NLP Researchers

Recently, jiant 2.0 was released, which is an updated version of the natural language understanding toolkit jiant 1.x. jiant is a research library for natural

14/10/2020

Tech & AI Blend

Meet The NLP Startup Making Internet Available To Every Indian In Local Language

Reports suggest that around 90% of Indian users prefer using local languages for online engagement. The same report mentions that the web has only 0.1%

06/10/2020

Intellectual AI Discussion

Our NLP Models Are The Best In The World For Indian Languages: Ganesh Gopalan, CEO – Gnani.ai

After it came into existence about four years ago, Bengaluru-based Gnani.ai founded by Ananth Nagaraj and Ganesh Gopalan has designed a range of products built

30/09/2020

AI Mysteries

Hands-On Guide To Using AutoNLP For Automating Sentiment Analysis

In this article, we will learn about what AutoNLP is and implement a sentiment analysis model with twitter dataset.

28/09/2020

AI Mysteries

Google’s New NLP Model Achieves BERT-Level Performance Using Few Parameters

Recently, the researchers at Google AI unveiled an extension of the projection attention neural network PRADO, known as pQRNN. According to the researchers, this new

25/09/2020

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