204 Open source projects that are alternatives of or similar to R-AT

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

State of the Art Natural Language Processing

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Sentence transformers models for SpaCy

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

A Robustly Optimized BERT Pretraining Approach for Vietnamese

解读tensorflow版本Bert中modeling.py数据流

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

pytorch implementation of the TwinBert paper

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

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

(CVPR2021) Kaleido-BERT: Vision-Language Pre-training on Fashion Domain.

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

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

A text analytics library with support for codemixed data

Super easy library for BERT based NLP models

SImple SenTence EmbeddeR

Natural Language Processing Tutorial for Deep Learning Researchers

A well-structured summarization dataset for the Persian language!

Automated coding using machine-learning and remapping the U.S. nonprofit sector: A guide and benchmark

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

🇷🇺 Punctuation restoration production-ready model for Russian language 🇷🇺

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0

LAMB Optimizer for Large Batch Training (TensorFlow version)

基于bert4keras的GLUE基准代码

A BERT-based reverse dictionary of Korean proverbs

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

2019达观杯信息提取第5名代码

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

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

中文NER的那些事儿

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

A curated list of pretrained sentence and word embedding models

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

Multi-Task Deep Neural Networks for Natural Language Understanding

莱斯杯：全国第二届“军事智能机器阅读”挑战赛 - Rank7 解决方案

RoBERTa中文预训练模型: RoBERTa for Chinese

Fine-grained Sentiment Classification Using BERT

🔍 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.

Visualize BERT's self-attention layers on text classification tasks

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

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Chinese NLP Data Augmentation， BERT Contextual Augmentation

Financial Domain Question Answering with pre-trained BERT Language Model

支持rasa-nlu 的bert finetune

BERT Extension in TensorFlow

A Pre-trained BERT on StackOverflow Corpus

[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.