Material for my VLDB'22 and BTW'23 tutorials on application for language models in data management
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Dec 18, 2024 - HTML
#
bert-model
Here are 35 public repositories matching this topic...
Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.
nlp machine-learning text-classification python3 pytorch embeddings classification fine-tuning state-of-the-art latent-space bert-model bert-embeddings xlnet distilbert bert-fine-tuning large-language-models llm
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Jul 22, 2024 - HTML
Fill-in-the-BERT uses pre-trained BERT Masked Language Model for Infering the task of fill in the blanks.
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Jan 18, 2020 - HTML
Disease detection from textual description. We created a dataset containing 24 disease and 50 manually written descriptions of the symptoms (in english) for each disease.
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Jan 7, 2023 - HTML
Topic Modelling using Transformers
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Jun 6, 2021 - HTML
Pro/Anti-vaxxers in Brazil: a temporal analysis of COVID vaccination stance in Twitter
python machine-learning twitter-api jupyter-notebook colab nlp-machine-learning bert-model bert-embeddings bert-fine-tuning
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Apr 11, 2022 - HTML
A dataset of 3+ million posts from 1025 far-right Telegram channels (2019-2024), including a ready-to-use BERTopic analysis for thematic exploration.
social-media telegram politics social-networks social-network topic dataset topic-modeling rightwing far-right telegramchannels extremism bert-model telegramapi bertmodel
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Feb 16, 2026 - HTML
Kaggle Competition - Natural Language Processing with Disaster Tweets
nlp natural-language-processing tweets svm naive-bayes disaster lstm glove fasttext count-vectorizer kfold-cross-validation bert-model scattertext
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Jan 28, 2021 - HTML
A Case Study On The Rising Omicron Cases and Public Sentiment Analysis using Twitter Data
python nlp sentiment-analysis sklearn jupyter-notebook wordcloud geographic-data tableau time-series-analysis textual-data bert-model lda-topic-modeling chloropleth-visualization
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Oct 21, 2022 - HTML
The main idea of this project is of Transfer Learning. Bert large 24 encoder Questions Answering model was fine tuned on specific task of Questions Answering. Currently for Demo purposes it is Hosted on free Heroku platform. Please take a moment to catch up the twisting idea.
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Jul 18, 2022 - HTML
This is a application to analyse toxicity in social media using BERT and context analysis and aims to reduce toxicity
python machine-learning artificial-intelligence bert-model algotithms toxicity-analysis toxicity-detection huggingface-transformers toxicity-detection-task
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Dec 5, 2024 - HTML
Software based on flask, used to check the most similar texts out of a list.
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Apr 23, 2023 - HTML
A full-stack AI-powered web app for professors to design syllabi.
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Oct 16, 2023 - HTML
A web-based AI-powered Sentiment Analyzer that uses VADER, ROBERTa and BERT models to detect positive, negative, or neutral sentiment in text. Built with Flask and NLP tools, it's perfect for analyzing reviews, tweets, or user feedback. Lightweight, clean UI, and deployable on Render.
python nlp flask machine-learning ai sentiment-analysis text-classification transformers vader-sentiment-analysis bert-model roberta-model render-deployment
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Jul 3, 2025 - HTML
Flask application for sentiment detection using LLMs
text-classification flask-application client-server bert-model distilbert roberta-model large-language-models
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Feb 15, 2024 - HTML
Predicting similarity of texts using transformers
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Nov 4, 2023 - HTML
The ML-Based Medical Chatbot is an AI-powered healthcare assistant designed to predict diseases and suggest appropriate medicines based on user symptoms. It uses Machine Learning (ML) and Natural Language Processing (NLP) techniques to interpret natural language queries and generate intelligent responses
css html5 js css-animations python3 transformer html-css-javascript fuzzy-logic heuristic-search-algorithms wuzzy bert-model
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Nov 18, 2025 - HTML
Multi-label classification of hate speech targets using deep learning, including dataset preprocessing, benchmark tools, and PyTorch-based models.
nlp machine-learning social-media deep-learning pytorch transfer-learning multi-label-classification hate-speech bert-model bert-embeddings pytorch-lightning bert-fine-tuning dataset-preprocessing
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Jan 28, 2025 - HTML
In this repository, you'll find a range of projects, from data-driven models to advanced neural networks, demonstrating my skills and passion for AI development.
machine-learning tensorflow machine-learning-algorithms transformers python3 pytorch aws-ec2 ner bert-model gpt-3 generative-ai
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Jun 13, 2025 - HTML
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