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question_generator

An NLP system for generating reading comprehension questions

quizzbuzz

This is a smart Quiz Generator that generates a dynamic quiz from any uploaded text/PDF document using NLP. This can be used for self-analysis, question paper generation, and evaluation, thus reducing human effort.

russian-troll-tweets

semeval2019_task5_hateval

CMPUT 497 Project: SemEval 2019 Task 5 Shared Task on Multilingual Detection of Hate

sentence-transformers

Sentence Embeddings with BERT & XLNet

sequence_tagging

Named Entity Recognition (LSTM + CRF + FastText) with models for [historic] German

sexism-detection-notebooks

sexism_classification

sexism_detection

Detecting sexist comments in social media texts using syntactic/semantic graphs and rules

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

snorkel

A system for quickly generating training data with weak supervision

somajo

A tokenizer and sentence splitter for German and English web and social media texts.

swsr

A new release of Chinese sexism dataset and lexicon

t5-classification

Fine-tuning of mT5 and T5 for language prediction

t5-question-generation

t5qg, a python library to finetune T5 on question generation and provide API to host the model prediction. For the model training, we rely on the multitasking objective where the models are optimized for the question answering and the answer extraction in addition to the question generation following huggingface tutorial.

t5-simpletransformer

Jupyter Notebooks for Google's T5 based on the simpletransformers library.

t5_classification

specialties classification of medical reports using T5

table_data_extraction

Extracts table data from image and converts to excel file using East text detection and Tesseract OCR

test_rep

testcl

text-summarization

Using Bidirectional LSTM how to generate text summaries from structure table data.

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

text2text

generate questions and summaries for your texts

text_classification

all kinds of text classification models and more with deep learning

text_summarization

Text summarization with python and transformer

tf-t5-text-to-text

This repository demonstrate training T5 transformers using tensorflow 2

toxicity

transformer-explainability

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

transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

twitch-troll-detection

Unsupervised machine learning methods to detect and classify anomalies in streaming data. We apply this to the viral event, TwitchPlaysPokemon, and attempt to identify trolls in a live IRC chat.