Tahmid ChoudhuryforMachine Learning Club, NIT Silcharml-club-nits.hashnode.dev路Dec 18, 2024馃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...transformers
Pranjal Chaubeypranjal28.hashnode.dev路Dec 13, 2024Introduction to Sentence Transformers: Enhancing Sentence Embeddings for NLPIn Natural Language Processing (NLP), Sentence Transformers are a powerful tool that convert entire sentences into high-dimensional vectors, or embeddings. Unlike traditional word embeddings like Word2Vec and GloVe, which focus on individual words, s...sbert
Prachi Kulkarnihow-nlp-is-redefining-interactions.hashnode.dev路Dec 5, 2024How Natural Language Processing (NLP) is Redefining Human-Machine InteractionNatural Language Processing (NLP) has come a long way from its humble beginnings, where rule-based systems attempted to decode the intricacies of human language. Today, NLP powers everything from virtual assistants to real-time sentiment analysis, ma...1 likenlp
Gerard Sansai-cosmos.hashnode.dev路Dec 3, 2024Chain-of-Thought: The Illusion of Reasoning in Language ModelsThe rise of Chain-of-Thought (CoT) prompting has captured the imagination of AI enthusiasts and researchers alike. Marketed as a breakthrough in machine reasoning, CoT promises to unlock the hidden cognitive potential of large language models (LLMs)....42 readsAI
Avdhesh Varshneyavdhesh-blogs.hashnode.dev路Nov 22, 2024Text Preprocessing in NLPIntroduction After getting the data, we鈥檒l be doing text pre-processing on the dataset. Text pre-processing is of 2 types, Basic Text pre-processing Advance Text pre-processing POS (Parts of Speech) Tag Chunking Parsing Coreference relation ...text pre-processing
Avdhesh Varshneyavdhesh-blogs.hashnode.dev路Nov 21, 2024NLP 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...Pipeline
Tahmid Choudhurytransformer-nlp.hashnode.dev路Nov 21, 2024馃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...2 likestransformers
Avdhesh Varshneyavdhesh-blogs.hashnode.dev路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鈥檓 started my learning on 18th Nov. 2024 from YouTube tutorials, blogs, and google search. I鈥檓 not a pro in writing the blogs but still I鈥檓 starting to write...nlp
Rahul Lokurterahullokurte.com路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...41 readsnlp
Divya Goyalfastapi-and-sentiment-analysis.hashnode.dev路Nov 14, 2024Starting with Sentiment Analysis with PythonHey everyone! I wanted to share this project I recently worked on鈥攊t鈥檚 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...Python
