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verasamaooo's Projects

bert-relation-extraction icon bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

cnn-re-tf icon cnn-re-tf

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

covbot icon covbot

Intelligent AI Chatbot For COVID-19.

covid19-fake-news-detection-using-bert icon covid19-fake-news-detection-using-bert

In this project, we will use and fine tune the pre-trained Bidirectional Encoder Representations from Transformers (BERT) model to train some tweets which are already known for truth or fake for better recognizing those possible false news that may appear in the future.

elsapy icon elsapy

A Python module for use with Elsevier's APIs: Scopus, ScienceDirect, others.

eyes_that icon eyes_that

Front-end code for the Disaster Rescue Intelligent System (DRIS)

fake-news-detection-using-bert icon fake-news-detection-using-bert

In this project, I am trying to track the spread of disinformation. This repo is for the ML part of the project and where it tries to classify tweets as real or fake depending on the tweet text and also the text present in the article that is tagged in the tweet. This particular implementation uses BERT for classification.

sentimentanalysis icon sentimentanalysis

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

word-embedding icon word-embedding

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

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