Stay updated on the latest breakthroughs in Natural Language Processing. Discover how AI is revolutionizing language understanding and generation. From cutting-edge research to practical applications, explore advancements in machine translation, sentiment analysis, chatbots, and more. Learn how NLP is transforming industries and shaping the future of human-computer interaction.
Gradio is an open-source library for Python language that allows you to quickly create easy to use customizable User Interface components for any ML model. In this article, we will
In natural language processing, word embedding is a term used to represent words for text analysis,
Automation is the process of making a system operate automatically without human intervention. As the days pass by and life gets busier each day, automation and automated systems intrigue the
Generally, when we read a text, we recognize entities straightway like people, values, locations and more. For example, in the sentence “ Alexander the Great, was a king of the
Text Generation is a task in Natural Language Processing in which text is generated with some constraints such as initial characters words
Sentiment Analysis is a text classification application in which a given text is classified into either a positive class or a negative class
The Human Genome is the set of nucleic acid sequences encoded as DNA within 23 pairs of chromosomes. It has 3 billion base pairs which make up an estimated number
skweak is a software toolkit based on Python, developed for applying weak supervision to various Natural Language Processing tasks.
AWS has aided in the increased accessibility of Hugging Face’s Deep Learning Containers (DLC) to equip programmers to construct applications utilising NLP.
Researchers at Carnegie Mellon University recently conducted an NLP study on social biases present in Bollywood and Hollywood using their AI tool. Subtitles from 700 films were gathered for each
A team of researchers from Huawei, ISCAS & UCAS recently introduced a new Transformer model for visual recognition, known as Transformer-iN-Transformer (TNT). The researchers said this neural network architecture outperformed
Transformer XL is a Transformer model that allows us to model long range dependencies while not disrupting the temporal coherence.
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 evaluated. Evaluation methods are problem-specific.
XLnet is an extension of the Transformer-XL model. It learns bidirectional contexts using an autoregressive method. Let’s first understand the shortcomings of the BERT model so that we can better
ALBERT is a lite version of BERT which shrinks down the BERT in size while maintaining the performance.
SciBERT is a pre-trained BERT-based language model for performing scientific tasks in the field of Natural Language Processing (NLP). It was introduced by Iz Beltagy, Kyle Lo and Arman Cohan
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 to create neural network pipelines
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 Python libraries like Pandas or
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 natural language generation (NLG). GEM
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 BERT algorithm, years back, claiming
This article contains data annotation tools and at the end, there is a comprehensive table for guidance to services and solutions provided by each
TF-IDF is a method which gives us a numerical weightage of words which reflects how important the particular word is to a document in a corpus. A corpus is a
Flair is a powerful open-source library for natural language processing to get insight from text extraction, named entity recognition.
Spacy is an open-source software python library used in advanced natural language processing and machine learning.
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 scale sophisticated AI systems. It
TagTog is an AI startup company making NLP modelling easier with its text analytics, visualization and annotation system democratized by subject matter experts bringing in domain-specific insights.
Dataturks makes Machine learning data annotation easier with its auto ML features and Human-in-The -Loop interactions. This AI startup was founded by Gajendra Dadheech and Mohan Gupta (both of them
LightTag is a text annotator tool designed to get developers and researchers their work done easily
Datasaur develops AI-based enterprise and production tools designed for data labelling in natural language processing.
In computer vision applications, attention is either applied along with CNNs or used to replace certain components of these convolutional networks while keeping their overall structure in place. But convolutional
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