267 Open source projects that are alternatives of or similar to PIE

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.

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…

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

A Robustly Optimized BERT Pretraining Approach for Vietnamese

Financial Domain Question Answering with pre-trained BERT Language Model

BERT-BiLSTM-CRF的Keras版实现

Source code for the ACL workshop paper and Kaggle competition by Google AI team

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

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

Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch

Text Classification in Turkish Texts with Bert

机器翻译子任务-翻译质量评价-在BERT模型后面加上Bi-LSTM进行fine-tuning

a Fairseq fork for sequence tagging/labeling tasks

Naver movie review sentiment classification with KoBERT

First Prize in HackJaipur Hackathon 2020 for Best ElasticSearch-based Product! Website: http://coronaxiv2.surge.sh/#/

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

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

Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).

Bangla-Bert is a pretrained bert model for Bengali language

高性能小模型测评 Shared Tasks in NLPCC 2020. Task 1 - Light Pre-Training Chinese Language Model for NLP Task

Conversational Question Answering on Clinical Text

text generation based on transformer

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。

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

Code for ANA at SemEval-2019 Task 3

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

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

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

bert sentiment analysis tensorflow serving with RESTful API

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.

Fast parallel RNN-Transducer.

Mengzi Pretrained Models

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

End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.

A PyTorch-based toolkit for natural language processing

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

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

Using VideoBERT to tackle video prediction

Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)

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

BERT Model Fine-tuning on Quora Questions Pairs

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

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

🔮 Answering multiple choice questions with Language Models.

Applied Deep Learning (2019 Spring) @ NTU

KAREN: Unifying Hatespeech Detection and Benchmarking

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

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

Code of our paper Applying CodeBERT for Automated Program Repair of Java Simple Bugs which is accepted to MSR 2021.

📖 Korean NLU Benchmark

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

Augmented version of SQUAD 2.0 for Questions

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

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

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)

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

Contextualised Embeddings and Language Modelling using BERT and Friends using R

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

Medical Q&A with Deep Language Models

Deep Learning Transformer models in MATLAB