codes for: "Applications of social-media mining in examining the social concerns of orphans during the early stages of the COVID-19 pandemic."
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Updated
Jan 12, 2024 - Jupyter Notebook
codes for: "Applications of social-media mining in examining the social concerns of orphans during the early stages of the COVID-19 pandemic."
A multi-lingual named entity classifier to perform named entity recognition (NER) on two datasets, International: CoNLL 2003, Chinese: Weibo. We used the current state-of-the-art model to test on CoNLL++ dataset, achieved a F1-score of 94.3% with pooled-embeddings.
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
Text2Emoji helps you add necessary emojis to your text by analysing the emotion behind the writing.
An overview of the possibilities of using TARS models for low language resources
Use of State of the Art FLAIR library for the NLP datasets
embeddings language models
In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.
A StackExchange flair react component
Large Scale benchmarking of state of the art text vectorizers
pretrained transformer and embeddings language models
ANTILLES : An Open French Linguistically Enriched Part-of-Speech Corpus
Code and data for paper 'Causality extraction based on self-attentive BiLSTM-CRF with transferred embeddings'
📜 Dehyphenation of broken text (mainly German), i.e., extracted from a PDF
My code and research while exploring NLP fake news detection under an internship.
A deep learning approach for detecting sarcasm in Headlines
FewClick-TrainAndHost is a platform to auto train a text classification model and later convert it to a flask based web-app in just few clicks.
Container-first, JSON-configurable, NLP REST service based on Flair
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