Avdhesh Varshneyavdhesh-blogs.hashnode.dev·20 minutes agoNLP Pipeline from Data Acquisition to DeploymentWhat is NLP Pipeline? NLP is a set of steps followed to build an end-to-end NLP software. Pipeline provides the thinking to build any app from a basic level up to advanced or real time used applications. NLP software consists of the following steps...DiscussPipeline
Tahmid ChoudhuryforEvolution of NLPtransformer-nlp.hashnode.dev·3 hours ago🤖The Evolution of NLP: From RNNs to TransformersNatural Language Processing (NLP) has come a long way in recent years, with groundbreaking advancements in understanding and generating human language. From Recurrent Neural Networks (RNNs) to Transformer architectures like BERT and GPT, NLP models h...Discusstransformers
Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Nov 18, 2024The NLP Landscape - 1960's to 2024'sHello friends, This is my first blog on learning of NLP Language, or we can say NLP Method. I’m started my learning on 18th Nov. 2024 from YouTube tutorials, blogs, and google search. I’m not a pro in writing the blogs but still I’m starting to write...Discussnlp
Rahul Lokurterahullokurte.com·Nov 18, 2024Understanding Token and Positional Embeddings in TransformersTransformers, the backbone of many state-of-the-art NLP models such as BERT, GPT has revolutionized the way we approach natural language understanding tasks. One key innovation in transformers is their ability to handle entire sequences of tokens sim...Discussnlp
Divya Goyalfastapi-and-sentiment-analysis.hashnode.dev·Nov 14, 2024Starting with Sentiment Analysis with PythonHey everyone! I wanted to share this project I recently worked on—it’s all about sentiment analysis using Python. If you've ever been curious about how people feel when they post on social media or wanted to dig into public opinion on a topic, then s...DiscussPython
HowAiWorksblog.howai.works·Oct 21, 2024Natural Language ProcessingCommunication is essential. The ability to communicate through language is what sets humans apart from other species. But we are no longer alone. Ever since the chatgpt 3 furore, everyone has realised that machines are learning to talk. How is that p...Discuss·29 readsNLG
Gerard Sansai-cosmos.hashnode.dev·Oct 11, 2024In-Context Learning: A Critical ExaminationIn-Context Learning (ICL) has garnered significant attention in the natural language processing (NLP) community. Initially presented as a remarkable ability of large language models (LLMs) to "learn" from a few examples provided in the input prompt, ...DiscussICL
Gerard Sansai-cosmos.hashnode.dev·Oct 7, 2024Beyond Gradient Descent: Theoretical AnalysisAudience: ML Engineers, NLP Practitioners, AI Researchers Keywords: NLP, Transformers, Gradient Descent, Optimisation, Euclidean Geometry, Non-Euclidean Geometry, Hyperbolic Geometry, Elliptic Geometry, High-Dimensional Data, Discrete Data, Symbolic ...Discuss·57 readsnlp transformers
Bryan KoyundiforVambo AIvambo-ai.hashnode.dev·Oct 2, 2024Unlocking Africa's Linguistic Power: The Vambo AI Studio Language TranslatorIn this increasingly shrinking world, language can be either a bridge or a barrier. For many African countries with over 2,000 languages, such linguistic diversity represents both a rich cultural asset and a significant technological challenge. We, a...Discussvamboai
Sai Chowdary GullapallyforML Radio - A Machine Learning Blogmlrad.io·Sep 14, 2024Research Vignette: Exploring LORAResearch Vignettes are short articles where I summarize the key ideas of a research paper in a simple and easy-to-follow manner. arxiv link for the paper Suggested Pre-Readings: To understand this paper, you need to be familiar with the concepts of v...Discussllm
