Top 205 bert open source projects

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。

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

bert sentiment analysis tensorflow serving with RESTful API

Text Classification in Turkish Texts with Bert

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

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

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

A PyTorch-based toolkit for natural language processing

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

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)

Conversational Question Answering on Clinical Text

BERT Model Fine-tuning on Quora Questions Pairs

Code for ANA at SemEval-2019 Task 3

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

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

KAREN: Unifying Hatespeech Detection and Benchmarking

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

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

Augmented version of SQUAD 2.0 for Questions

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

Contextualised Embeddings and Language Modelling using BERT and Friends using R

Medical Q&A with Deep Language Models

Deep Learning Transformer models in MATLAB

Persian Bert For Long-Range Sequences

A private nlp coding package, which quickly implements the SOTA solutions.

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

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

Pytorch Implementation of GoEmotions 😍😢😱

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

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

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…

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

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

(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

2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛

参考NER，基于BERT的电商评论观点挖掘和情感分析

✔️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

XPersona: Evaluating Multilingual Personalized Chatbot

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

🤗 ParsBERT Persian NER Tasks

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

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

[AAAI 2021] TextWiser: Text Featurization Library

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。

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

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

A simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

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

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）

Berserker - BERt chineSE woRd toKenizER

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.

Weakly supervised medical named entity classification

No description or website provided.

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

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