Aditya Raghuvanshi's Projects
Semantic similarity methodolgies including multilingual appraoches
This is Reddit clone made by using MERN Stack.
In this repository the famous Clash of Clans game has been implemented in python framework.
It has 2 questions solved upon the concepts of concurrency and has been solved using semaphores and multithreading.
demo for github intro
This repo provides a comprehensive overview of ELMo (Embeddings from Language Models), a deep contextualized word representation model,
Implemented BiDirectional Long Short- Term Memory (BiLSTM) to build a Future Word Prediction model. The project involved training these models using large datasets of textual data and tuning hyperparameters to optimize the accuracy of the model.
IIIT Hyderabad Previous Paper Repo
This repo is an implementation of transformer based machine translation system.
Admin Panel and WebApp made from MERN Stack
Advanced NLP project where we needed to build a Sarcasm/Irony classifier. It has many methods like BiLSTM, Transformers to BERT/ T5 / MPNET finetuning
A POS_Tagger made from scratch in Pytorch
Implement prompt tuning on a GPT-2 small model using PyTorch and fine-tune it on three tasks: summarization, question answering, and machine translation.
A self made Regex Tokeniser to clean the corpus.
This Term Paper explains the "Structure Dependence" of Indian Languages, especially Hindi with reference to different aspects of language -- (sound, word, sentence) with suitable examples
Personal Website
Corpus collection by webcrawling -> 10,000 sentences of english and Hindi ( Indian Language ) -> Tokenization, POS Tagging, Removal of Stopwords, Stemming and Lemmatization done with analysis