Articles About Natural Language Processing

June 12, 2021 Advanced, Data Science, NLP, Project, Python, PyTorch, Unstructured Data

Language Translation with Transformer In Python!

This article was published as a part of the Data Science Blogathon Introduction Natural Language Processing (NLP) is a field at the convergence of artificial intelligence, and linguistics. The aim is to make the computers understand real-world language or natural language so that they can perform tasks like Question Answering, Language Translation, and many more. NLP has lots of applications in different fields. 1. NLP enables the recognition and prediction of diseases based on electronic health records. 2. It is used […]

June 11, 2021 Advanced, NLP, Project, Python, Structured Data

Develop a Customer Review Analysis Platform from scratch

This article was published as a part of the Data Science Blogathon Introduction When we go to buy anything, what is the one factor that helps us choosing one thing over another? Isn’t it the reviews of that product or service, which represent the brand value? In the era of digital advancement and e-commence, almost every product or service has an indirect or direct digital presence. Consumers of these products and services leave feedback on these over various mediums which creates […]

June 11, 2021 NLP

Hugging Face – 🤗 Newsletter Issue 9 – May 2021 – May 28th 2021

News 🤗 Transformers 4.6 adds VISION! Transformers v4.6 is our first release dedicated to computer vision! 1️⃣ CLIP from OpenAI, for Image-Text similarity or Zero-Shot Image classification 2️⃣ ViT from GoogleAI 3️⃣ DeiT from FacebookAI Try SOTA image classification with ViT and DeiT on the Model Hub! 🤗 Datasets 1.6 🤗Datasets v1.6 brings

June 10, 2021 black-box NMT attack, NLP

Issue #134 – A Targeted Attack on Black-Box Neural MT

10 Jun21 Issue #134 – A Targeted Attack on Black-Box Neural MT in Robustness, The Neural MT Weekly Author: Dr. Karin Sim, Machine Translation Scientist @ Iconic Introduction Last week we looked at how neural machine translation (NMT) systems are naturally susceptible to gender bias. In today’s blog post we look at the vulnerability of an NMT system to targeted attacks, which could result in unsolicited or harmful translations. Specifically we report on work by Xu et al., 2021, which […]

June 8, 2021 Deep Learning, Intermediate, NLP, Unstructured Data

Generate Questions from Movies!

This article was published as a part of the Data Science Blogathon Have you ever thought of generating questions from the SRT files of Movies? I don’t know if we can use this but it is pretty exciting when I came to know as a beginner that we can do that. What is SRT? In simple terms, the subtitles you see in Amazon Prime, Netflix, Hotstar, HBO, etc are saved in a text file with (.srt) extension with timestamps. The timestamp […]

June 8, 2021 Beginner, Data Science, Machine Learning, NLP, Python, Text

Text Analytics of Resume Dataset with NLP!

This article was published as a part of the Data Science Blogathon Introduction We all have made our resumes at some point in time. In a resume, we try to include important facts about ourselves like our education, work experience, skills, etc. Let us work on a resume dataset today. The text we put in our resume speaks a lot about us. For example, our education, skills, work experience, and other random information about us are all present in a resume. […]

June 7, 2021 NLP

Deep Learning on Graphs for Natural Language Processing

June 6, 2021 By: Lingfei Wu, Yu Chen, Heng Ji, Yunyao Li Abstract This tutorial of Deep Learning on Graphs for Natural Language Processing (DLG4NLP) is timely for the computational linguistics community, and covers relevant and interesting topics, including automatic graph construction for NLP, graph representation learning for NLP, various advanced GNN based models (e.g., graph2seq, graph2tree, and graph2graph) for NLP, and the applications of GNNs in various NLP tasks (e.g., machine translation, natural language generation, information extraction and semantic […]

June 3, 2021 Advanced, Healthcare, NLP

Will MLOps change the future of the healthcare system?

This article was published as a part of the Data Science Blogathon Overview: From the advent of modern Science & Technology, Researchers are trying to find a far better solution for the real-time problems we face in our day-to-day life. Technologies like Machine learning, AI, deep learning, and NLP give dynastic and diplomatic solutions in various growing sectors like finance, healthcare, and therefore the retail industry, etc, and making it more and more reliable in production. Will Machine Learning change the […]

June 2, 2021 Advanced, CHATBOT, conversational AI, NLP

Beginner’s guide before building a Chatbot

This article was published as a part of the Data Science Blogathon According to Accenture – “57% of the Businesses agree that chatbots deliver larger ROI with minimal effort.” Table of Contents : 1. What’s a chatbot? 2. A dive into types of chatbots 3.What are the top platforms to build a chatbot? 4. What are the top Frameworks for building a chatbot? 5. The Algorithm to build a Chatbot. 6. Tips to follow before building your first chatbot 7. Top […]

June 2, 2021 gender bias, NLP

Issue #133 – Evaluating Gender Bias in MT

02 Jun21 Issue #133 – Evaluating Gender Bias in MT in Evaluation, The Neural MT Weekly Author: Akshai Ramesh, Machine Translation Scientist @ Iconic Introduction We often tend to personify aspects of life that may vary based upon the beholder’s interpretation. There are plenty of examples for this – “Mother Earth”, Doctor (Men), Cricketer (Men), Nurse(Woman), Cook(Woman), etc. The MT systems are trained with a large amount of parallel corpus which encodes this social bias. If that is the case, […]

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