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GitHub topics: bert-model

CDurepos/neutral-net

Neutral Net is a React/Flask web application developed for the COS398 Ethics and Social Impacts of Computing course at the University of Southern Maine. This application utilizes SerpAPI and a fine-tuned BERT model to analyze Google search results for bias.

Language: TypeScript - Size: 33.2 KB - Last synced at: about 23 hours ago - Pushed at: about 23 hours ago - Stars: 0 - Forks: 0

irineulucas/SentimenTA

SentimenTA is a sentiment analysis tool designed to analyze and interpret emotions and opinions from textual data. It utilizes natural language processing techniques to provide insights into the sentiment behind the text.

Size: 1000 Bytes - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

zach10w/IA-Classification-Analysis

This GitHub repository hosts my AI evaluation work, featuring a Kaggle dataset analysis, experiments with three ML algorithms (including hyperparameter tuning), and a detailed exploration of wine quality data through outlier detection, correlation, and normalization techniques.

Language: Jupyter Notebook - Size: 5.59 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

yash69420/social_shield

🛡️ AI-powered email security platform that detects phishing attempts, analyzes sentiment, and protects users from email-based threats. Features real-time Gmail integration, interactive security training, and comprehensive threat assessment with modern React UI.

Language: JavaScript - Size: 245 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

cch230/Recommendation-Algorithm

Recommendation algorithms

Language: Python - Size: 1.76 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 2 - Forks: 0

Praveen76/LLMs-Interview-Prep-Guide

Welcome to the LLMs Interview Prep Guide! This GitHub repository offers a curated set of interview questions and answers tailored for Data Scientists. Enhance your understanding of Large Language Models, prepare for technical interviews, and excel in the evolving landscape of data science with a focus on LLM applications.

Size: 2.05 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 137 - Forks: 22

matancohen1205/Resume_Reveal

Predict seniority level from resume text and job role.

Language: Jupyter Notebook - Size: 5 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Lahdhirim/sentiment_classification_aws

Language: Python - Size: 1000 Bytes - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Sanchemtos/Multi-Label-Emotion-Recognition

This project focuses on detecting multiple emotions from English text using a fine-tuned **BERT** model. It leverages the [GoEmotions](https://huggingface.co/datasets/go_emotions) dataset — a large-scale human-annotated dataset of Reddit comments labeled with 27 emotions + neutral.

Language: Jupyter Notebook - Size: 118 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Arpangpta/AlgoD-CodeStructure-Identifier

Identify algorithmic structures in source code using Abstract Syntax Trees (ASTs) and a CodeBERTa-based classifier. Combines syntactic analysis with transformer embeddings for structure classification from small datasets.

Language: Java - Size: 115 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Pinochollo/CodeCompass

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

Language: TypeScript - Size: 499 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

ltk2118/covid_misinformation

Suite of ML models for text classification (tweets). Including winning entry for Columbia University 2021 AI Modelshare Competition - BERT model with 97.3 F1 score.

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

SkalskiP/vlms-zero-to-hero

This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.

Language: Jupyter Notebook - Size: 338 KB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 1,091 - Forks: 100

AntonisZks/Deep-Learning-for-Natural-Language-Processing

This repository focuses on Deep Learning in NLP and implements sentiment classification models on a Twitter Dataset, using machine learning algorithms. It is based on an assignment from the Department of Informatics and Telecommunications at the University of Athens.

Language: Jupyter Notebook - Size: 49.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Demetreous/BERT-to-DistilBERT-Knowledge-Distillation-for-Question-Classification

Lightweight question classification using knowledge distillation from BERT to DistilBERT on the Quora Insincere Questions dataset.

Language: Jupyter Notebook - Size: 234 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

alihassanml/Automated-AI-Resume-Screening

Automated AI Resume Screening is a web application that allows users to upload resumes and job descriptions in PDF format. The system processes these documents using AI and NLP techniques to extract skills, education, experience, and match resumes with job descriptions based on similarity scores.

Language: Jupyter Notebook - Size: 46.2 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

sim1-99/ProtACon

A pipeline for the analysis of Bert self-attention mechanism applied to proteins.

Language: Python - Size: 7.16 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 1

kartikey2807/Encoder-based-Sentiment-Analysis

Classify tweets as positive or negative using BERT-like (Encoder) model. Performance (acc: 77%) can be improved, with sufficient GPU Compute.

Language: Jupyter Notebook - Size: 837 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

techn0man1ac/ToxicCommentClassification

In the modern era of social media, toxicity in online comments poses a significant challenge, creating a negative atmosphere for communication. From abuse to insults, toxic behavior discourages the free exchange of thoughts and ideas among users. This project offers a solution to this problem.

Language: Jupyter Notebook - Size: 6.76 MB - Last synced at: 5 days ago - Pushed at: 10 days ago - Stars: 8 - Forks: 0

dimitriskalpak/open-language-models-sentiment

Sentiment analysis on Sentiment140 using BERT and RoBERTa models from Hugging Face

Language: Python - Size: 33.2 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

NermeenKamal/Therapist-AI-MobileApp

An AI-powered therapist backend system developed using Laravel, MySQL, Firebase, and external AI models via API integration. This backend provides a secure and scalable system for therapist-patient interaction, sentiment analysis, OCR verification, and session PDF generation.

Language: PHP - Size: 20.1 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

shaharoded/Israel-Palestine-War-Reddit-Analysis

In this project I took the Kaggle dataset documenting comments and posts from Reddit, regarding the Israel-Palestine war (2023-2024) and extracted a few interesting features from the text, based on which I crafted this dashboard

Language: Jupyter Notebook - Size: 530 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

marcndo/portfolio

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.

Language: HTML - Size: 69.3 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

SankethSingh/Text-Translation_BERT

This repository contains Machine-Translation model for French and English languages

Language: Jupyter Notebook - Size: 256 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

JebaMercy14/Rare-Word-Text-summarization

This project 'Rare Word - Text summarization' use Language Model for the text summarization and also used Kaggle dataset by Web Scrapping

Language: Jupyter Notebook - Size: 287 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

fitsblb/Sentiment-Analyzer

This project aims to build a sentiment analysis model using a pre-trained Language Model (LLM) to classify Yelp restaurant reviews into three sentiment categories: Positive, Neutral, and Negative. The model is fine-tuned on a subset of the Yelp Open Dataset to predict the sentiment expressed in the review text.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

sail-sg/Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Language: Python - Size: 1.3 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 792 - Forks: 68

koachgg/Projects

A repository of all the small and personal projects created by me

Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 1 - Forks: 0

ankhoa1212/PacificChatbot

This is a chatbot based on university information built with natural language processing techniques. This project has been published in a research paper.

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 1

ai-forever/ner-bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Language: Jupyter Notebook - Size: 476 KB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 406 - Forks: 100

BrikerMan/Kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Language: Python - Size: 14.3 MB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 2,386 - Forks: 434

tomomasayamasaki/RBFleX-NAS

Training-free Neural Architecture Search (NAS) Using Radial Basis Function (RBF) Kernel

Language: Python - Size: 284 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 4 - Forks: 0

tomomasayamasaki/NAFBee

A Benchmark for Activation Function Exploration for Neural Architecture Search (NAS)

Language: Python - Size: 1.5 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

bindu2607/Sentiment-Analysis-Project-Using-Bert-Lstm

End-to-end sentiment analysis of airline tweets using BERT and BiLSTM, with a Streamlit web app and 98%+ accuracy.

Language: Python - Size: 1.99 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

sangampaudel530/movie-review-sentiment-analyzer

A sentiment analysis web app powered by BERT, built with Streamlit. Classifies IMDb movie reviews as positive or negative with 93% accuracy.

Language: Jupyter Notebook - Size: 854 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

Willgnner-Santos/IT-Residence

TJGO Information Technology Residency

Language: Jupyter Notebook - Size: 55.7 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

anu-gtb/evalbot

This is an automated scoring system that leverages a trained BERT model to predict sentence similarity. By comparing student responses to reference answers using BERT's deep understanding of semantic meaning, EvalBot provides efficient and objective evaluation, moving beyond simple keyword matching to assess the conceptual accuracy of text.

Language: Jupyter Notebook - Size: 3.86 MB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

Ad-Chekk/EchoAI

Web Content Analyzer with LLMs is a powerful tool for scraping, processing, and analyzing web content using advanced Machine Learning (ML) and Natural Language Processing (NLP) techniques. It leverages state-of-the-art models such as RoBERTa for extractive question answering, BART for summarization, and various other NLP models for tasks like senti

Language: Python - Size: 47.9 KB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

MPKuchciak/Twitter

Sentiment of Polish politicians in tweets

Language: Jupyter Notebook - Size: 77.7 MB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

Kaushik-Puttaswamy/Master-Thesis-Transparency_MedTranscription_BERT_XAI

Enhancing Transparency in Medical Text Transcription Classification: Assessing BERT Pre-trained Language Model Performance and Decision-Making Using Explainable AI (XAI) Techniques

Language: Jupyter Notebook - Size: 17 MB - Last synced at: 20 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

taylor-marrion/LLM_VulnHunter

LLM-Based Vulnerability Detection in Tokenized Assembly: A Case Study on CWE-457

Size: 164 KB - Last synced at: 25 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

VyjayanthiPolapragada/InvestSmart_Recommender

AI-powered commercial real estate recommendation engine providing personalized, high-ROI property deals using hybrid filtering and deal scoring.

Language: Python - Size: 25.4 KB - Last synced at: 15 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

Razvan48/Proiect-Natural-Language-Processing-NLP

Proiect Natural Language Processing (NLP) Anul 3, Semestrul 2, Facultatea de Matematica si Informatica, Universitatea din Bucuresti

Language: Jupyter Notebook - Size: 132 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

khetansarvesh/NLP

Implemented projects from noncontextual word embeddings like Word2Vec to contextual word embeddings like ELMO, GPT, BERT to solving NLP tasks Sentence Level Classification (sentimental analysis & Toxic comment classification), Token Level Classification (POS Tagging, NER Tagging), Machine Translation (MT)

Language: Jupyter Notebook - Size: 36 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

microsoft/AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

Language: Jupyter Notebook - Size: 314 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 397 - Forks: 126

hs094/Sciatica

Sciatica is a powerful semantic search engine designed for academic literature exploration. This tool leverages cutting-edge transformer models to deliver precise and contextually relevant search results.

Language: Jupyter Notebook - Size: 71.6 MB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Beomi/KcBERT

🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋

Size: 729 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 485 - Forks: 47

Harsha0431/News-Scraper-Summarizer-Text-to-Speech

This project scrapes news articles, summarizes content using BERT or Gemini API, and provides sentiment analysis, key insights, and comparative analysis. It features a Flask API, Gradio UI, and TTS support for an interactive experience.

Language: Python - Size: 245 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

unitaryai/detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].

Language: Python - Size: 50.8 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1,048 - Forks: 125

Mohammed2372/Movie-Reviews-Sentiment-Analysis

Movie Reviews Sentiment Analysis project

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

hila-chefer/Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Language: Jupyter Notebook - Size: 3.76 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,886 - Forks: 250

yl4579/PL-BERT

Phoneme-Level BERT for Enhanced Prosody of Text-to-Speech with Grapheme Predictions

Language: Python - Size: 3.6 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 249 - Forks: 52

pietrosaveri/SWSW-SD

Shocking Water is still Wet

Language: Jupyter Notebook - Size: 78.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

surabhiwaingankar/NeutralABSA

Enhancing Neutral Sentiment Classification in Aspect-Based Sentiment Analysis (ABSA)

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Nico2603/ChatBot-MentalHealth-BERT

ChatBot-MentalHealth es una aplicación diseñada para brindar apoyo en salud mental mediante un chatbot interactivo, utilizando procesamiento de lenguaje natural para responder preguntas y ofrecer orientación.

Language: Python - Size: 15 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

brightmart/bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Language: Python - Size: 16 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 966 - Forks: 211

louisbrulenaudet/lemone-api

Lemone: the API for french tax law and embeddings computation 🇫🇷

Language: Python - Size: 2.02 MB - Last synced at: about 5 hours ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

Hazoom/bert-han

Hierarchical-Attention-Network

Language: Python - Size: 522 KB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 9

PhenomSG/Restaurant-Review-Analysis

This project utilizes the power of BERT (Bidirectional Encoder Representations from Transformers) for sentiment analysis

Language: Jupyter Notebook - Size: 55.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Dhanush-R-git/MH-Analysis

The MHRoberta is Mental Health Roberta model. The pretrained Roberta transformer based model fine-tunned on Mental Health dataset by adopting PEFT method.

Language: Jupyter Notebook - Size: 3.67 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

BreakerZero/Nyan-CAT

CAT Tool

Language: Python - Size: 67.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

abhi227070/Fine-Tuning-BERT-for-Text-Classification

In the realm of medical research and diagnostics, the classification and analysis of cancer-related data hold immense importance. Leveraging state-of-the-art natural language processing (NLP) techniques, this project endeavors to classify textual data associated with cancer-related information using BERT - a powerful LLM developed by Google.

Language: Jupyter Notebook - Size: 168 KB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

mahnoorsheikh16/NLP-Approach-to-AI-Text-Classification Fork of andrew-jxhn/STT811_StatsProject

A text‐classification pipeline for identifying human‐ versus AI-generated responses using engineered linguistic/semantic features and PCA-reduced vectors; achieves ~85% accuracy with Logistic Regression, SVM, and MLP, and includes a fine-tuned bert-base-uncased model.

Language: Jupyter Notebook - Size: 40.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

armandanusca/topic-modelling-risk-factors

A prototype pipeline to extract topics and forecast their importance from annual statements

Size: 23.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

nicolay-r/ARElight

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

Language: Python - Size: 25 MB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 38 - Forks: 2

AstraBert/resistML

A tool for AMR gene family prediction, simple and ML-based

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

yuanxiaosc/Entity-Relation-Extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取,2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

Language: Python - Size: 5.83 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 1,231 - Forks: 273

davutbayik/metacritic-games-sentiment-analysis

Sentiment analysis to Metacritic games reviews using a fine-tuned and pre-trained BERT model and visualizations using matplotlib, seaborn, plotly libraries.

Language: Jupyter Notebook - Size: 17 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

MrRickyPatis/CyberGuard_AI

an intelligent cybersecurity log analysis system that uses transformer-based machine learning models to detect suspicious and malicious activities in system logs

Language: Python - Size: 302 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

lcbmann/NaviShield

NaviShield is an AI-powered phishing detection system leveraging cutting-edge transformer models (BERT), Google Safe Browsing API, WHOIS API, and natural language processing (NLP) techniques.

Language: JavaScript - Size: 28.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

UBC-NLP/marbert

UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic

Size: 581 KB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 108 - Forks: 15

yuanbit/FinBERT-QA

Financial Domain Question Answering with pre-trained BERT Language Model

Language: Python - Size: 257 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 125 - Forks: 27

yuanxiaosc/Multiple-Relations-Extraction-Only-Look-Once

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型,可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

Language: Python - Size: 238 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 346 - Forks: 69

arifazim/MCP_Document_Classifer

An intelligent document processing system that uses the Model Context Protocol (MCP) to extract, analyze, and route business documents automatically

Language: Python - Size: 479 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Simonlee711/MEME

[arXiv] Multiple Embedding Model for EHR (MEME) used for strong prediction on Emergency Department tasks

Language: Python - Size: 19.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 3

iPieter/RobBERT

A Dutch RoBERTa-based language model

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 203 - Forks: 29

narpat78/BERT-for-Electronic-Health-Records

A modular implementation of a BERT-based machine learning model customized for clinical prediction tasks using the MIMIC III dataset, an electronic health record (EHR) dataset.

Language: Jupyter Notebook - Size: 227 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

oonat/BERT-based-Fake-News-Classifier

A BERT-based fake news classifier that uses article bodies to make predictions.

Language: Python - Size: 6.84 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

farhadmohmand66/Event_Extraction

Language: Jupyter Notebook - Size: 533 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

twirapp/toxicity-detector

Simple Multi-Language HTTP Server Text Toxicity Detector

Language: Python - Size: 382 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

aseel15/metacritic-games-sentiment-analysis

Sentiment analysis to Metacritic games reviews using a fine-tuned and pre-trained BERT model and visualizations using matplotlib, seaborn, plotly libraries.

Language: Jupyter Notebook - Size: 17 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

hriteshMaikap/personalised-github-repo-recommendation

Source code for personalised github repository recommendation using keyword extraction and similarity index matching

Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 2

pointer2Alvee/paper-hbert-sarcasm-detection

Implementation of the paper "A Novel Hierarchical BERT Architecture for Sarcasm Detection" in text using Python & TensorFlow

Language: Jupyter Notebook - Size: 215 KB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

rushilpatel21/Sentique

Sentique is a full‑stack feedback analytics platform that ingests user reviews from App Store, Google Play, Trustpilot, Reddit and Twitter/X, processes them with a fine‑tuned BERT model into 16 categories and sentiment labels, and provides comprehensive analytics and insights.

Language: TypeScript - Size: 73.8 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

dhyanid13/Helpify-LSTM-based-approach-for-classifying-mental-health-issues

Employing NLP techniques to classify Mental Health Issues into a particular categories

Language: Jupyter Notebook - Size: 5.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

scythemenace/hate_speech_classification

A classification project that detects hate speech in social media comments using fine-tuned transformer models, zero-shot learning, and baseline classifiers on the UC Berkeley D-Lab dataset.

Language: Python - Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

beingamanforever/LLM-Text-Detection

A complete overview and insights into AI-Text detection :seedling: using the powerful BERT(Bi-directional encoder representation transformer) to predict if a text is AI-generated :sunflower: or Human-authored :rocket:

Language: Jupyter Notebook - Size: 66 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 12

kottoization/SentimentAnalysisOnConsumentOpinions

NLP, text mining sentiment analysis on consumer opinions, using BERT and 2 ML models

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

cvillanue/BERT_IdiomaticExpression

BERT (Bidirectional Encoder Representations from Transformers) on Idiomatic Expressions - open to collaboration

Language: Jupyter Notebook - Size: 6.44 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 0

kr4ckhe4d/NLP-Examples

A collection of Python scripts demonstrating how to run various AI tasks locally using models from the Hugging Face Hub and the transformers library (along with related libraries like datasets, sentence-transformers, etc.). These examples cover a range of modalities including text, vision, and audio, showcasing different models and pipelines.

Language: Python - Size: 8.19 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

IgarashiAkatuki/CNMBERT

基于BERT的拼音缩写/汉字谐音翻译模型,在命名实体识别,情感分析等多种任务上有应用潜力。中文拼写纠错 Chinese Spelling Correction (CSC),互联网黑话,拼音缩写,汉字谐音

Language: Python - Size: 659 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 121 - Forks: 3

jind11/TextFooler

A Model for Natural Language Attack on Text Classification and Inference

Language: Python - Size: 2.77 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 509 - Forks: 82

karami-mehdi/AISightQuest

Utilizing AI and machine learning, the project extracts text from images via Apple's Vision Framework and offers instant answers to questions in documents through the BERT model.

Language: Swift - Size: 18.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 11 - Forks: 2

vaibhavdangar09/NER-WITH-BERT

The goal of this project is to develop a Named Entity Recognition (NER) system that can identify and classify named entities (such as names of people, organizations, locations, dates, etc.) in a given text using the BERT model from Hugging Face's Transformers library.

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 1

DARK-art108/MegatronBot

MegatronBot is a Full-Fledged ChatBot with some awesome Powers 🔥🔥

Language: JavaScript - Size: 13.3 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 5

saifalibaig/Multi-Label-Emotion-Recognition

This project focuses on detecting multiple emotions from English text using a fine-tuned **BERT** model. It leverages the [GoEmotions](https://huggingface.co/datasets/go_emotions) dataset — a large-scale human-annotated dataset of Reddit comments labeled with 27 emotions + neutral.

Language: Jupyter Notebook - Size: 122 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

AndriyMulyar/semantic-text-similarity

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

Language: Python - Size: 419 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 215 - Forks: 51

oliverguhr/german-sentiment

A data set and model for german sentiment classification.

Language: Python - Size: 85.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 67 - Forks: 13

akpinaralper/Amazon-Comment-Sentiment-Analysis

NLP APPLICATION

Language: Python - Size: 280 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

rootfs/candle-bert-go

Language: Rust - Size: 7.81 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Related Keywords
bert-model 1,036 nlp 333 bert 262 machine-learning 196 deep-learning 187 natural-language-processing 183 python 146 pytorch 139 sentiment-analysis 134 nlp-machine-learning 120 transformers 109 bert-fine-tuning 89 text-classification 87 transformer 82 bert-embeddings 82 tensorflow 70 huggingface-transformers 67 python3 61 huggingface 59 classification 41 question-answering 41 transfer-learning 40 fine-tuning 37 lstm 36 sentiment-classification 35 roberta-model 33 flask 33 neural-network 31 artificial-intelligence 31 data-science 31 llm 30 language-model 29 ai 28 jupyter-notebook 27 distilbert 27 streamlit 25 deep-neural-networks 24 lstm-neural-networks 24 keras 23 named-entity-recognition 22 roberta 22 ner 21 docker 21 word2vec 21 pandas 20 large-language-models 19 topic-modeling 19 embeddings 18 logistic-regression 17 tf-idf 17 cnn 16 summarization 16 tensorflow2 15 neural-networks 15 llms 14 hate-speech-detection 14 tokenization 14 text-summarization 14 word-embeddings 14 fastapi 14 gpt-2 13 natural-language-understanding 13 xlnet 13 nltk 13 chatbot 13 albert 13 transformer-models 13 matplotlib 12 twitter 12 relation-extraction 12 deeplearning 12 gpt 12 bert-models 12 gpt-3 12 attention-mechanism 11 information-retrieval 11 t5-model 11 distilbert-model 11 tokenizer 11 random-forest 11 pytorch-implementation 10 flask-application 10 nltk-python 10 dataset 10 api 10 pretrained-models 10 computer-vision 10 lstm-model 10 fasttext 10 numpy 9 gru 9 data-visualization 9 naive-bayes 9 mental-health 9 torch 9 sklearn 9 svm-classifier 9 gpt2 9 keras-tensorflow 9 rnn 9