340 Open source projects that are alternatives of or similar to Fast Bert

The fastai deep learning library

[EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li

Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.

This is a java version of Chinese tokenization descried in BERT.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等，最后用TFServing进行模型部署，线上推理和线下推理。

IceData: Datasets Hub for the *IceVision* Framework

Docker images for fastai

Using VideoBERT to tackle video prediction

Reformer, the efficient Transformer, in Pytorch

Utility for analyzing Transformer based representations of language.

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Hashformers is a framework for hashtag segmentation with transformers.

Applied Deep Learning (2019 Spring) @ NTU

KAREN: Unifying Hatespeech Detection and Benchmarking

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Mengzi Pretrained Models

Transformers Pipeline with KoELECTRA

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

FewCLUE 小样本学习测评基准，中文版

Code for ANA at SemEval-2019 Task 3

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

One Person, One Model, One World: Learning Continual User Representation without Forgetting

离线端阅读理解应用 QA for mobile, Android & iPhone

Augmented version of SQUAD 2.0 for Questions

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

A neural named entity recognition and multi-type normalization tool for biomedical text mining

📓 Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.

No description or website provided.

A deep-learning pipeline for segmentation of ambiguous microscopic images.

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

Google AI 2018 BERT pytorch implementation

Notebooks for Fastai Viusal Guide

A non-ending collection of jupyter notebooks

A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

Implementation, trained models and result data for the paper "Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles"

BERT for Chinese Couplet | BERT用于自动对对联

Deploy fastai models with Docker

Trained T5 and T5-large model for creating keywords from text

Active Learning for Text Classification in Python

Natural Language Processing Tutorial for Deep Learning Researchers

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

Yuno is context based search engine for anime.

Simple transformer implementations that I can understand

Medical Q&A with Deep Language Models

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support

Code for the paper "Are Sixteen Heads Really Better than One?"

Deep Learning Transformer models in MATLAB

CLUE baseline pytorch CLUE的pytorch版本基线

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

A private nlp coding package, which quickly implements the SOTA solutions.

Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).