Avdhesh Varshneyavdhesh-blogs.hashnode.dev·11 hours agoText Representation in NLPIntroduction What is Feature Extraction from text? To text representation To text recognition Why do we need it? Why is it difficult? What is the core idea? What are the techniques? OHE (One Hot Encoding) BOW (Bag of Words) ngrams TfIdf ...Discussnlp
Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Nov 22, 2024Text Preprocessing in NLPIntroduction After getting the data, we’ll 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 ...Discusstext pre-processing
Avdhesh Varshneyavdhesh-blogs.hashnode.dev·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...DiscussPipeline
Wojciech KaczmarczykforIT Wojciech's blogaws-notes.hashnode.dev·Nov 20, 2024Understanding BERT Tokens: Tokenization and Its Role in NLPIntroduction to BERT Tokens: A Beginner's Guide BERT (Bidirectional Encoder Representations from Transformers) is a powerful machine learning model used for processing natural language, like understanding text or answering questions. At the heart of ...DiscussAWS AIAI
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
Gabi DobocanforTelepatblog.telepat.io·Nov 17, 2024QA-Attack: Enhancing Robust and Efficient Adversarial Testing in NLPArxiv: https://arxiv.org/abs/2411.08248v1 PDF: https://arxiv.org/pdf/2411.08248v1.pdf Authors: Wei Liu, Yongshun Gong, Mingze Ni, Jiyao Li Published: 2024-11-12 Introduction Let's dive into the world of adversarial testing for Question-Answering (Q...DiscussQA-Attack
Gabi DobocanforTelepatblog.telepat.io·Nov 17, 2024Unveiling Tucano: A Milestone in Portuguese Language ProcessingArxiv: https://arxiv.org/abs/2411.07854v1 PDF: https://arxiv.org/pdf/2411.07854v1.pdf Authors: Shiza Fatimah, Sophia Falk, Aniket Sen, Nicholas Kluge Corrêa Published: 2024-11-12 The world of Artificial Intelligence (AI) has been buzzing with devel...DiscussTucano
Gabi DobocanforTelepatblog.telepat.io·Nov 17, 2024Understanding Multi-Perspective Stance Detection: A Key to Responsible AIArxiv: https://arxiv.org/abs/2411.08752v1 PDF: https://arxiv.org/pdf/2411.08752v1.pdf Authors: Fosca Giannotti, Lucia Passaro, Gizem Gezici, Praveen Bushipaka, Benedetta Muscato Published: 2024-11-13 The world of Natural Language Processing (NLP) c...DiscussMulti-Perspective Stance Detection
Fatima Jannetmahia.hashnode.dev·Nov 16, 2024ML Chapter 7: Natural Language ProcessingNatural Language Processing (NLP) involves using machine learning models to work with text and language. The goal of NLP is to teach machines to understand spoken and written words. For example, when you dictate something into your iPhone or Android ...Discuss·1 like·57 readsMachine Learning (Python)nlp
