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

An NLP system for generating reading comprehension questions

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Persian Bert For Long-Range Sequences

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

Emotion recognition in conversation

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

This repository contains demos I made with the Transformers library by HuggingFace.

Rank 1 / 216

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Text2Text: Cross-lingual natural language processing and generation toolkit

Label data using HuggingFace's transformers and automatically get a prediction service

Contextualised Embeddings and Language Modelling using BERT and Friends using R

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Abstractive and Extractive Text summarization using Transformers.

Bangla-Bert is a pretrained bert model for Bengali language

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

This repository contains code for the O'Reilly Live Online Training for BERT

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Anonymization of legal cases (Fr) based on Flair embeddings

A PyTorch-based toolkit for natural language processing

Text Classification in Turkish Texts with Bert

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

State of the Art Natural Language Processing

Pytorch Implementation of GoEmotions 😍😢😱

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

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

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

text generation based on transformer

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）

Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".

BERT, LDA, and TFIDF based keyword extraction in Python

IceData: Datasets Hub for the *IceVision* Framework

Naver movie review sentiment classification with KoBERT

Using VideoBERT to tackle video prediction

Reformer, the efficient Transformer, in Pytorch

The 3rd edition of course.fast.ai

Zero-Shot Text-to-Image Generation VQGAN+CLIP Dockerized

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

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。

Hashformers is a framework for hashtag segmentation with transformers.

Transformer based Bangla Speech Recognition

Applied Deep Learning (2019 Spring) @ NTU

A dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

FewCLUE 小样本学习测评基准，中文版

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

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

Mapping a variable-length sentence to a fixed-length vector using BERT model

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.

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