Prashanth RaoPaLM on my forehead: Not another large language model??A summary on the Pathways Language Model by Google AI, with the good and not-so-good implicationsApr 6, 20222Apr 6, 20222
Prashanth RaoinTowards Data ScienceBuild a LIME explainer dashboard with the fewest lines of codeA comparison of Flask, Plotly Dash and Streamlit to build dashboards that provide LIME explanations for classification resultsOct 24, 20203Oct 24, 20203
Prashanth RaoinTowards Data ScienceAn extensible, interactive visualization framework to measure gender bias in the newsHow we successfully integrated Dash (by Plotly) into our NLP and linguistics research to study women’s portrayal in mainstream Canadian…Sep 25, 20201Sep 25, 20201
Prashanth RaoinTowards Data ScienceTurbo-charge your spaCy NLP pipelineTips and tricks to significantly speed up text preprocessing in spaCy using custom pipelines and joblibMay 2, 20201May 2, 20201
Prashanth RaoinTowards Data ScienceFine-grained Sentiment Analysis (Part 3): Fine-tuning TransformersHands-on transfer learning using a pre-trained transformer in PyTorchSep 9, 20191Sep 9, 20191
Prashanth RaoinTowards Data ScienceFine-grained Sentiment Analysis in Python (Part 2)In this post, we’ll generate explanations for various classification results for fine-grained sentiment using LIMESep 4, 20191Sep 4, 20191
Prashanth RaoinTowards Data ScienceFine-grained Sentiment Analysis in Python (Part 1)In this post, we’ll evaluate and compare the results of several text classification results for the 5-class Stanford Sentiment Treebank (SSep 4, 20196Sep 4, 20196
Prashanth RaoinSFU Professional Computer ScienceComputational Creativity: The Role of the TransformerAn essay to bring to your Attention the recent developments in generative modelling.Mar 6, 20197Mar 6, 20197
Prashanth RaoinTowards Data ScienceTransfer Learning in NLP for Tweet Stance ClassificationA comparison of two transfer learning methods in Natural Language Processing: “ULMFiT” and OpenAI GPT for a multi-class…Jan 15, 201913Jan 15, 201913