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A Brief Guide to Emotion Cause Pair Extraction in NLP
This blog covers Emotion Cause Pair Extraction, its historical approach, why we need it, how it works, and techniques to extract emotions.
Nivetha 21 Nov, 2022
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Introduction to DistilBERT in Student Model
This blog covers a detailed overview of DistilBERT and how it can be utilized in student models for on-device applications.
Drishti 11 Nov, 2022
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BERT Architecture Explained for Beginners
Explore the bert architecture in Natural Language Processing and understand its dominance over CNN and RNN in NLP tasks.
Ganeshi 13 Mar, 2025
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An Introduction to BigBird
BigBird is a sparse-attention-based transformer that extends transformer-based models like BERT to 8 times longer sequences
Drishti 02 Nov, 2022
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Generative Pre-training (GPT) for Natural Language Understanding
GPT-1 uses a 12-layer decoder-only transformer framework with masked self-attention for training the language model.
Drishti 04 Nov, 2022
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ALBERT Model for Self-Supervised Learning
The backbone of the ALBERT architecture is the same as BERT, which uses a transformer encoder with GELU nonlinearities.
Drishti 20 Oct, 2022
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Natural Language Processing to Detect Spam Messages
This blog talks about how a spam text detector in natural language processing (NLP) has emerged as a crucial tool in detecting spam messages.
adityad 08 Nov, 2022
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How Does Text Mining Tell a Lot About Brand Image?
In this article, we investigate how Tweets made on a topic unlocked valuable insights as a use case using text mining.
Saikat 04 Nov, 2022
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Using Text Mining on Reviews Data to Generate Business Insights!
Using this article, we use different text mining operations to find meaningful patterns and insights out of business review data.
Sachin 04 Nov, 2022
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Sentiment Analysis Using VADER
Learn how to perform sentiment analysis using VADER in this comprehensive guide. Understand the power of NLP and extract meaningful insights.
Juveriya 27 Jan, 2025
