Pinned

1. anti-hate-reddit-Hinglish-bot-with-PRAW-and-BERT anti-hate-reddit-Hinglish-bot-with-PRAW-and-BERT Public

   Reddit bot that detects Hindi-English code-mixed hate speech in comments in real-time, replies with 3 warnings and then permanently bans user

   Python 8

2. Restaurant-chatbot Restaurant-chatbot Public

   Tutorial to make a simple NLP chatbot with Intent classification, FastText, Flask, AJAX

   Python 24 15

3. Contextual-vs-Non-Contextual-Word-Embeddings-For-Hindi-NER-With-WebApp Contextual-vs-Non-Contextual-Word-Embeddings-For-Hindi-NER-With-WebApp Public

   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 …

   Python 4 1

4. NewsInShort-Document-merging-and-summarization NewsInShort-Document-merging-and-summarization Public

   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

   Python 1

5. Landslide_detection_from_tweets Landslide_detection_from_tweets Public

   Applied RNN to detect Landslide-related tweets. GOI funded, used by Kerala and Sikkim State Disaster Management Authority

   Jupyter Notebook 2

6. PDF-mining PDF-mining Public

   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

   Jupyter Notebook 2