206 Open source projects that are alternatives of or similar to Awesome Bert

FewCLUE 小样本学习测评基准，中文版

KAREN: Unifying Hatespeech Detection and Benchmarking

Emotion recognition in conversation

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

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

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

Mengzi Pretrained Models

Medical Q&A with Deep Language Models

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

Persian Bert For Long-Range Sequences

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

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

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

Pytorch Implementation of GoEmotions 😍😢😱

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

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

Using VideoBERT to tackle video prediction

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

🔮 Answering multiple choice questions with Language Models.

(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

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

参考NER，基于BERT的电商评论观点挖掘和情感分析

📖 Korean NLU Benchmark

机器阅读理解 冠军/亚军代码及中文预训练MRC模型

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

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

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

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

Super easy library for BERT based NLP models

[AAAI 2021] TextWiser: Text Featurization Library

Text2Text: Cross-lingual natural language processing and generation toolkit

Code and Dataset for the Bhola et al. (2020) Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework

text generation based on transformer

[EMNLP 2021] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

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

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

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

Chatbot with bert chinese model, base on rasa framework（中文聊天机器人，结合bert意图分析，基于rasa框架）

bert sentiment analysis tensorflow serving with RESTful API

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.

BERT, LDA, and TFIDF based keyword extraction in Python

No description or website provided.

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

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

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

A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)

Using XLNet as Embedding of Keras

Naver movie review sentiment classification with KoBERT

Anonymization of legal cases (Fr) based on Flair embeddings

A PyTorch-based toolkit for natural language processing

Score your NLP paper review

All NLP you Need Here. 个人实现了一些好玩的NLP demo，目前包含13个NLP应用的pytorch实现

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。

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

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

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

RoBERTa中文预训练模型: RoBERTa for Chinese

🔍 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.