Github repo with tutorials to fine tune transformers for diff NLP tasks

Turkish BERT/DistilBERT, ELECTRA, ConvBERT and T5 models

A flexible, adaptive classification system for dynamic text classification

Transformers 3rd Edition

An all-in-one AI audio playground using Cloudflare AI Workers to transcribe, analyze, summarize, and translate any audio file.

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

Build and train state-of-the-art natural language processing models using BERT

Pytorch-Named-Entity-Recognition-with-transformers

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

一个文本分类的项目，这个项目实现了三种文本分类的方法，从一开始的随机森林，到fasttext，最后是基于BERT预训练模型训练出自己的文本分类模型；还包括模型的压缩，比如模型量化，模型蒸馏等操作；是一个完整的项目

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

Distillation of BERT model with catalyst framework

FoodBERT: Food Extraction with DistilBERT

DistilBERT model pre-trained on 131 GB of Japanese web text. The teacher model is BERT-base that built in-house at LINE.

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

Aura is an emotion-aware music recommender that understands your mood from natural language input. It uses a fine-tuned BERT model trained on the GoEmotions dataset to detect your emotion. Based on the emotion, Aura suggests a song to comfort your mood or celebrate it through music.

Task Complexity Classifier using Transformer-based NLP model based on Bloom's Taxonomy