Sadra Yahyapourblog.imsadra.me·Jul 22, 2024FeaturedSighted - Read Faster, Comprehend Better With AI!Highly recommended article for individuals with ADHD (Attention Deficit Hyperactivity Disorder) and Dyslexia. Sighted is LIVE here! Distraction. A very familiar term in recent decades. The Internet has been a blessing for humanity, but it has also ...Shad Mirza and 19 others are discussing this20 people are discussing thisDiscuss·141 likes·634 readsHackathonsbionicLove this! 15
Jyoti Mauryajyotimaurya.hashnode.dev·5 hours agoFeature Optimization in NLPOverview Feature optimization involves refining and improving the features used in machine learning models to enhance their performance. The goal is to select, transform, and tune features in a way that maximizes the model's effectiveness, efficiency...DiscussMLfeature-optimization
Jyoti Mauryajyotimaurya.hashnode.dev·Jul 25, 2024NLP OverviewIntroduction NLP is short for Natural Language Processing, the research area I'm currently working on in PhD. We humans speak in natural languages like Hindi, English, French, Tamil, etc. Humans can write, speak as well as understand these languages ...DiscussNLPnlp
Eleritech-insights.hashnode.dev·Jul 23, 2024Tokenization in NLP: Methods, Types, and Overcoming ChallengesTokenization is a fundamental process in Natural Language Processing (NLP) that involves breaking down text into smaller units called tokens. These tokens can be words, phrases, or even characters, depending on the specific application and requiremen...DiscussTokenization in NLP
Sadra Yahyapourblog.imsadra.me·Jul 22, 2024FeaturedSighted - Read Faster, Comprehend Better With AI!Highly recommended article for individuals with ADHD (Attention Deficit Hyperactivity Disorder) and Dyslexia. Sighted is LIVE here! Distraction. A very familiar term in recent decades. The Internet has been a blessing for humanity, but it has also ...Shad Mirza and 19 others are discussing this20 people are discussing thisDiscuss·141 likes·634 readsHackathonsbionicLove this! 15
Monojit Sarkarmonojit13.hashnode.dev·Jul 22, 2024Visualize Attention Mechanism in Sequence to Sequence ModelsAttention mechanism is really fascinating. It tries to mimic human way of perceiving the world. In this post, I will provide visualizations on how attention mechanisms work on different simple problems. I will demonstrate them by reversing, right shi...Discussnlp transformers
Gaurav Chandwanigauravchandwani16.hashnode.dev·Jul 22, 2024A Beginner's Guide to Natural Language ProcessingIn this blog, we will be exploring the fascinating world of Natural Language Processing (NLP) and its diverse applications. Introduction to Natural Language Processing (NLP) Natural language processing (NLP) is a field that combines computer science...Discussnlp
Monojit Sarkarmonojit13.hashnode.dev·Jul 21, 2024What I learnt about LSTM.LSTM’s can learn from its input sequence when to use short term dependency and when to use long term dependency. In short term dependency it decides to clear the cell state. In long term dependency it decides not to clear the cell state. LSTM’s cont...DiscussLSTM
Monojit Sarkarmonojit13.hashnode.dev·Jul 21, 2024Visualization of Self-Attention Network for Sentiment AnalysisI use Self-Attention network for Sentiment Analysis. This model is equivalent to 1 head of Multi head Transformer Encoder. I use the IMDB dataset which contains 50K movie reviews which are marked positive or negative in sentiment. Architecture The i...Discussnlp transformers
Vansh Khanejavanshkhaneja.hashnode.dev·Jul 21, 2024Multi-Stage Vector Querying Using Matryoshka Representation Learning (MRL) in QdrantData retrieval is a critical component in the creation of an efficient Retrieval Augment Generation (RAG) application. The effectiveness of data retrieval directly impacts the performance, accuracy, and reliability of the application. There are vario...DiscussPython
Lê Đức Minhmr8opt.hashnode.dev·Jul 21, 2024A story about Document Layout Analysis (DLA)From Pixels to Purpose: The Power of Document Layout Analysis I spend my days wrestling with documents – not literally, of course, but as a machine learning engineer working in Document Layout Analysis (DLA). It's a fascinating field, but let me tel...DiscussAI
