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

Medical Q&A with Deep Language Models

🏃Notebooks from the USCF Deep Learning course (fast.ai v3)

Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint

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

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

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

Deep Learning Transformer models in MATLAB

Genre Classification using Convolutional Neural Networks

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

An NLP-suite powered by deep learning

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

参考NER，基于BERT的电商评论观点挖掘和情感分析

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

✔️Contextual word checker for better suggestions

机器阅读理解 冠军/亚军代码及中文预训练MRC模型

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

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

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。

Conversational text Analysis using various NLP techniques

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.

국방 리스크 관리 플랫폼 (🏅 국방부장관상/Minister of National Defense Award)

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

IceData: Datasets Hub for the *IceVision* Framework

[AAAI 2021] TextWiser: Text Featurization Library

Docker images for fastai

基于tensorflow1.x的预训练模型调用，支持单机多卡、梯度累积，XLA加速，混合精度。可灵活训练、验证、预测。

Using VideoBERT to tackle video prediction

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

Compare neural networks by their feature similarity

Reformer, the efficient Transformer, in Pytorch

Deploy your Flask web app classifier on Heroku which is written using fastai library.

Utility for analyzing Transformer based representations of language.

Repository for Machine Learning utils at the Wellcome Trust

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"

🔮 Answering multiple choice questions with Language Models.

Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings

Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.

Hashformers is a framework for hashtag segmentation with transformers.

Berserker - BERt chineSE woRd toKenizER

code and supplementary materials for a series of Medium articles about the BERT model

Applied Deep Learning (2019 Spring) @ NTU

No description or website provided.

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

Flexible components pairing 🤗 Transformers with Pytorch Lightning

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

中文wiki百科QA阅读理解问答系统，使用了CCKS2016数据的NER模型和CMRC2018的阅读理解模型，还有W2V词向量搜索,使用torchserve部署

⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

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.

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

📖 Korean NLU Benchmark

Multimodal Image Synthesis and Editing: A Survey

Implementation of the Remixer Block from the Remixer paper, in Pytorch

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

A library for finding knowledge neurons in pretrained transformer models.