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All Blog Posts Tagged 'NLP' (52)

Building a Knowledge Graph for Job Search using BERT Transformer

While the natural language processing (NLP) field has been growing at an exponential rate for the last two years — thanks to the development of transfer-based models — their applications have been limited in scope for the job search field. LinkedIn, the leading company in job search and recruitment, is…

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Added by Walid Amamou on November 15, 2021 at 6:00pm — No Comments

Small and Medium Sized Businesses (SMEs) Needs Self-Serve Advanced Analytics

If your small or medium-sized (SME) business is looking for ways to improve forecasting, problem-solving and market opportunities, it must have an agile, swift analytical process that will allow business users to leverage their…

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Added by Kartik Patel on November 12, 2021 at 12:00am — 1 Comment

NER or Named Entity Recognition Usage in NLP Tasks

Named entity recognition or NER is popularly used in NLP tasks in machine learning models. In the world, where textual information is generated every millisecond around the world across fields, approaches such as named entity recognition have been in practice for more than a decade. Natural language…

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Added by Roger Max on October 28, 2021 at 1:00am — No Comments

GPT-3 and GPT-4 Could Ruin the Future Internet

This is an Op-ed about the future of the internet and, while speculative, it's an example and an attempt to demonstrate how Artificial Intelligence at scale in a human would or could have disastrous impacts without AI regulation and AI ethics to protect us.…

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Added by Michael Kevin Spencer on September 19, 2021 at 8:30am — No Comments

The Top Skills for a Career in Datascience in 2021

Datascience is exploding in popularity due to how it's tethered to the future of technology, supply-demand for high paying jobs and being on the bleeding edge of corporate culture, startups and innovation!

Students from South and East Asia especially can fast…

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Added by Michael Kevin Spencer on September 12, 2021 at 8:00pm — 1 Comment

Cognitive RPA – Automation for Next Gen Revolution in Telecom

Cognitive RPA (Robotic Process Automation), as the name itself, suggests, provides intelligence to conventional RPA. Conventional RPA is extremely good at automating rule-based tasks involving structured and semi-structured data.

However, with enterprise processes being highly complex and technologically intertwined, utilizing both structured…

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Added by Monjima Nandi on September 2, 2021 at 10:30pm — No Comments

Will AI Offer Human Companionship and Mental Health Benefits?

Photo Credit: Unsplash

Will AI Offer Human Companionship and Mental Health…

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Added by Michael Kevin Spencer on August 26, 2021 at 5:00am — 4 Comments

Data Science Trends of the Future 2022

Photo credit: Unsplash.

Data Science Trends of the Future 2022

Data…

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Added by Michael Kevin Spencer on August 20, 2021 at 9:00am — 5 Comments

Exploring BERT Language Framework for NLP Tasks

As artificial intelligence apes the human speech, vision, and mind patterns, the domain of NLP is buzzing with some key developments in place.

NLP is one of the most crucial components for structuring a language-focused AI program, for example, the chatbots which readily assist visitors on the websites and AI-based voice assistants or VAs. NLP as the…

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Added by Roger Max on July 29, 2021 at 7:15pm — 1 Comment

Fine-Tuning Transformer Model for Invoice Recognition

A step-by-step guide from annotation…
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Added by Walid Amamou on July 4, 2021 at 1:30pm — No Comments

Clickless Analytics is the Future of Business User Analytics

If your business is trying to incorporate data analytics into the fabric of day-to-day work, you will need to get your users to adopt analytical tools. The way forward is not all that complicated. The solution you choose must take an augmented analytics approach, one that includes simple search analytics, ala Google search. Natural Language Processing (NLP)…

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Added by Kartik Patel on June 17, 2021 at 8:30pm — No Comments

Strategies for a successful Voice of the Customer program

It is more important than ever to retain customers. Success often relies on having a deep understanding of your customers across every touch point –and that involves listening. That’s where an effective Voice of the Customer program can add real value, delivering insights to help you improve customer experience and meet key…

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Added by Steven Ramirez on March 27, 2021 at 10:00am — No Comments

Not Everything Needs to be “AI”

Rohit Prasad, head scientist for Alexa, recently published an article questioning whether the Turing Test is still a relevant benchmark for…

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Added by Paul Barba on February 19, 2021 at 5:30am — No Comments

NLP Makes Every Business User More Comfortable with Analytics

 Natural Language Processing Defeats User Trepidation About Augmented Analytics

Your business users probably fight you on improving data literacy and on implementing digital transformation. Many business users have a fear of analytics and envision having to become a business analyst or a data scientist in order to…

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Added by Kartik Patel on February 15, 2021 at 3:00am — No Comments

NLP with Bangla: Generating Text and Sentiment Analysis

In this blog post, I shall discuss on a few NLP techniques with Bangla language, demonstrate how to train a word2vec model with Bangla wiki corpus with tensorflow, and explore how to visualize the semantic similarity between words using t-SNE. Once done, the article will focus on how to train a character / word LSTM on selected Tagore’s…

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Added by Sandipan Dey on January 27, 2021 at 1:00am — No Comments

Is BERT Always the Better Cheaper Faster Answer in NLP? Apparently Not.

Summary: Since BERT NLP models were first introduced by Google in 2018 they have become the go-to choice.  New evidence however shows that LSTM models may widely outperform BERT meaning you may need to evaluate both approaches for your NLP project.

 

Over the last year or two, if you needed to bring in an NLP…

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Added by William Vorhies on September 21, 2020 at 12:00pm — No Comments

Building an Intelligent QA System With NLP and Milvus

Milvus Project: github.com/milvus-io/milvus

The question answering system is commonly used in the field of natural language processing. It is used to answer questions in the form of natural language and has a wide range of applications. Typical applications include intelligent voice interaction, online customer service,…

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Added by Kate Shao on July 13, 2020 at 11:07pm — No Comments

Targeting Hate Speech

Summary:  Objectively identifying hateful or abusive speech on social media platforms would allow those platforms to better control it.  However to be objective and without bias that identification would have to be independent of the author especially where elected officials are involved.

 

What could be more…

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Added by William Vorhies on June 8, 2020 at 2:25pm — No Comments

The subtle art of chatbot development- Client Requirements versus Client Expectations

Chatbots are virtual agents capable of emulating the conversation of a human. Chatbots are becoming very popular in providing online services or queries. Recently, chatbots have been gaining lots of limelight due to the development of Natural Language Processing (NLP) capabilities. Today, a chatbot can respond in a similar way a human agent would. Being devoid of emotions, a chatbot can be expected to offer the same quality of service throughout the day.

 

Despite the several…

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Added by Dr Heman Mohabeer on May 16, 2020 at 6:03am — No Comments

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