Aindriya Barua's repositories
Restaurant-chatbot
Tutorial to make a simple NLP chatbot with Intent classification, FastText, Flask, AJAX
anti-hate-reddit-Hinglish-bot-with-PRAW-and-BERT
Reddit bot that detects Hindi-English code-mixed hate speech in comments in real-time, replies with 3 warnings and then permanently bans user
Contextual-vs-Non-Contextual-Word-Embeddings-For-Hindi-NER-With-WebApp
Non-contextual : Word2Vec, FastText Contextual : BERT, RoBERTa, ELECTRA, CamemBERT, Distil-BERT, XLM-RoBERTa Analyzed embedding models, used the best one to build a Flask web app for Hindi NER and data collection from user feedback, deployed on AWS.
Landslide_detection_from_tweets
Applied RNN to detect Landslide-related tweets. GOI funded, used by Kerala and Sikkim State Disaster Management Authority
Numerical-and-Textual-multifeatures-NLP-Regression-Problem
Deals with how to combine numerical and text features for NLP regression problem
PDF-mining
Web scrapped to create Indian NER dataset, injected CONLL data with Indian data, fine-tuned BERT, weighted Fasttext for unsupervised KNN to classify reports, extracted data from PDFs
instagram-comments-scraper-for-NLP-data-collection
Scrap Instagram comments under a post with python and Selenium
NewsInShort-Document-merging-and-summarization
Automated document merging and extractive summarization to take in a search query and provide a crisp version of the news article from over 5 reputed sources. Supported in various languages
Sienna-Accessibility-Widget
Web Accessibility Widget for Everyone.
Soul_Bucket_NetCentricProgramming
A Java web app for maintaining bucket list.
Intrusion-Detection-Systems
This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".
Lottery-Ticket-Hypothesis-in-Pytorch
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.