PinnedPriyankainLevel Up CodingUnderstanding BERTopic IntuitivelyTopic modeling is an unsupervised technique to extract topics from a set of documents known as a corpus. LDA(Latent Dirichlet Allocation)…Feb 1, 20233Feb 1, 20233
PinnedPriyankainLevel Up CodingThe SuperGLUE — GLUE on SteroidsSuperGLUE contains datasets and tasks to evaluate the general language understanding of Natural Language Processing(NLP) models. The…Jan 4, 2023Jan 4, 2023
PriyankainGenerative AIFLUX.1 — The new kid on the Text-to-Image BlockIn this post, we discuss the recently released FLUX.1 Text to Image model. We compare it with OpenAI’s DALL-E.2d ago12d ago1
PriyankaTop 3 Attention Mechanisms used in Large Language Models(LLMs)Self-Attention is a paradigm that has changed the face of NLP. We discuss types such as Multi Head Attention, Multi Query Attention.6d ago6d ago
PriyankaLearn Word Embeddings with Stories — Part IThere are several techniques to convert text into meaningful numerical representations that have been evolved over the years. In this…Feb 5, 2023Feb 5, 2023
PriyankaEvaluate Language Understanding of AI ModelsThe GLUE benchmark contains datasets and measures to evaluate general NLP models.Dec 5, 20222Dec 5, 20222
PriyankaCustom Stopwords for your text datasetRemoving stopwords is one of the steps that is performed as a part of text preprocessing usually after tokenization. The libraries NLTK and…Dec 2, 2022Dec 2, 2022
PriyankaPerplexity of Language ModelsPerplexity is an evaluation metric that measures the quality of language models. In this post, we will discuss what perplexity is and how…Nov 26, 20222Nov 26, 20222
PriyankaROUGE your NLP Results!The next metric being discussed in this series of posts about metrics used in Natural Language Processing is the Recall-Oriented Understudy…Nov 21, 2022Nov 21, 2022
PriyankaCommon Regular Expressions for Text Cleaning in PythonText Cleaning is often the first step of Natural Language Processing after obtaining the data. Though each dataset has a different…Nov 18, 20221Nov 18, 20221