Pytorch library for end-to-end transformer models training, inference and serving

Though language model text embeddings have revolutionized NLP research, their ability to capture high-level semantic information, such as relations between entities in text, is limited. In this paper, we propose a novel contrastive learning framework that trains sentence embeddings to encode the relations in a graph structure. Given a sentence (…

PersonifAI is an AI-powered platform delivering personalized, multilingual educational content and real-time adaptive learning for postgraduate students.

This is a NLP Final project on Chemical Reaction Prediction based on Molbart. It can potentially lead to bigger and larger scale research project.

Exploring multiclass classification across 207 classes using different BERT models and XLNet.

A motivational chatbot trained on Ted Lasso script dialogues.

Building domain specific real time inference model for marketing audiences

A motivational chatbot trained on Ted Lasso script dialogues.

A from scratch LM finetuning project to understand neural nets, text generation and evals