Kushal ShahComparative Analysis of Information Retrieval using LLMs : SBERT vs. Mistral vs. OpenAIImplementing information retrieval has become very easy due to the advent of Large Language Models [LLMs], but the accuracy of these…Jul 8Jul 8
Kushal ShahExtracting and Cleaning Text from PDFs Using PythonIn today’s digital age, extracting and analysing text from documents is crucial for various applications, including Data Analysis, Content…Jun 26Jun 26
Kushal ShahHow can we trust non-explainable AI?Explainability helps in building trust, but it is not an essential requirement.Jun 15Jun 15
Kushal ShahFrom Python to Deep Learning: A Beginner’s RoadmapThe term “Artificial Intelligence” was coined way back in 1956, but it was largely of academic interest till November 2022 when chatGPT was…May 3May 3
Kushal ShahThe Loss Surface of Multilayer NetworksArtificial Neural Networks [ANNs] have become essential ingredients of all Artificial Intelligence algorithms. What we call Deep Learning…Mar 13Mar 13
Kushal ShahLLMs for Question Answering and Dense Passage Retrieval [DPR]The demand for Question Answering (QA) systems arises from the vast amount of information accessible on the internet and across multiple…Feb 23Feb 23
Kushal ShahCleaned Lang8 Dataset for Grammatical Error Detection [GED]Grammatical Error Detection is an important problem in the domain of Natural Language Processing, and proper development of these…Jan 30Jan 30
Kushal ShahLimitations of Information Retrieval using Large Language Models [LLMs]Information Retrieval [IR] is what defines the internet age!Nov 12, 2023Nov 12, 2023
Kushal ShahHow to find Sentence Similarity using Transformer Embeddings : BERT vs SBERTA computer program can pretend to take text and images as input, and give text and images as output, but on the inside it is just a number…Sep 15, 2023Sep 15, 2023
Kushal ShahSanskrit NLP : Classification of Bhagavad Gita vs Yoga SutrasWork done by Srihari K. G. during summer 2023 and mentored by Kushal Shah.Jul 28, 20232Jul 28, 20232