flairR: Bring Amazing Flair NLP to R

Python tutorials as Jupyter Notebooks for NLP, ML, AI

Identified ADEs and associated terms in an annotated corpus with Named Entity Recognition (NER) modeling with Flair and PyTorch. Fine-tuned pre-trained transformer models such as XLM-RoBERTa, SpanBERT, and Bio_ClinicalBERT. Achieved F1 scores of 0.73 and 0.77 for BIOES and BIO tagging models, respectively.

Chinese Political Hate Speech Detection Trained with Flair NLP

Sentiment Analysis of Amazon Food Reviews to the customer ratings using VADER, TextBlob and Flair

The repository contains deployment pipeline for running Falir in production

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

Custom component for Home Assistant Core for Flair pucks, vents, rooms, structures, and minisplits

Transformer-based Models for Unsupervised Anomaly Segmentation in Brain MR Images

An enhanced fork of the lemmy-ui, curated by the Based Count team

This repository contains my scripts, results and visualization for my bachelor thesis "Medical concept PROBLEM: Polarity, Modality and Temporal Relations" - ON GOING, doing some code reorganize

Resources about Named Entity Recognition for Georgian

a NER model for corona news

Flair is a microservice designed to parse and store flair information as an addition to Lemmy instances.

Using the Flair framework in a more graceful manner.

EntiTweet is a Flask web app aimed at creating visualizations of Twitter co-ocurrence networks with named entities

This code is used to convert and infer Flair-ONNX model

Intent classification and Entity Recoginition

An application to scrape comments of youtube manually (selenium webscrapers) and perform sentiment analysis on scraped comments