Aditya Raghuvanshi's repositories
Prompt-Engineering-BERT-NLP
Implement prompt tuning on a GPT-2 small model using PyTorch and fine-tune it on three tasks: summarization, question answering, and machine translation.
Better-Reddit-MERN
This is Reddit clone made by using MERN Stack.
Advanced_Semantic_similarity
Semantic similarity methodolgies including multilingual appraoches
Clash_of_Clans-Python-implementation
In this repository the famous Clash of Clans game has been implemented in python framework.
NLP-Sarcasm-Irony-Detection
Advanced NLP project where we needed to build a Sarcasm/Irony classifier. It has many methods like BiLSTM, Transformers to BERT/ T5 / MPNET finetuning
POS_Tagger
A POS_Tagger made from scratch in Pytorch
Regex-Tokenizer
A self made Regex Tokeniser to clean the corpus.
Concurrency-multithreading
It has 2 questions solved upon the concepts of concurrency and has been solved using semaphores and multithreading.
MERN_Stack-Project
Admin Panel and WebApp made from MERN Stack
demo-repo
demo for github intro
Future-word-prediction-NLP
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.
iiitprevpapers
IIIT Hyderabad Previous Paper Repo
Machine-Translation-NLP
This repo is an implementation of transformer based machine translation system.
Structure-Dependence-of-Hindi
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
tanalpha-aditya.github.io
Personal Website
Word-Clouds
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