Top 205 bert open source projects

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

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

BERT-BiLSTM-CRF的Keras版实现

Abstractive and Extractive Text summarization using Transformers.

Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

Anonymization of legal cases (Fr) based on Flair embeddings

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

Score your NLP paper review

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

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

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

Natural Language Attacks in a Hard Label Black Box Setting.

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

Cross-Lingual Machine Reading Comprehension (EMNLP 2019)

[EACL'21] Non-Autoregressive with Pretrained Language Model

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

Must-read papers on prompt-based tuning for pre-trained language models.

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

Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot

DeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.

CIKM 2020: Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

KitanaQA: Adversarial training and data augmentation for neural question-answering models

This repo is the home of Romanian Transformers.

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

法研杯CAIL2019阅读理解赛题参赛模型

Transformer related optimization, including BERT, GPT

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

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

2019搜狐校园算法大赛

Discourse Based Evaluation of Language Understanding

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

基于bert进行中文文本纠错

An NLP system for generating reading comprehension questions

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation

BERT+Self-attention Encoder ; Biaffine Decoder ; Pytorch Implement

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".

吹逼我们是认真的

특허분야 특화된 한국어 AI언어모델 KorPatBERT

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

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

Code for our ACL '20 paper "Representation Engineering with Natural Language Explanations"

Regularized Adversarial Training

支持rasa-nlu 的bert finetune

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

BERT Extension in TensorFlow

2019达观杯信息提取第5名代码

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

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

A Pre-trained BERT on StackOverflow Corpus

LAMB Optimizer for Large Batch Training (TensorFlow version)

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

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

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

莱斯杯：全国第二届“军事智能机器阅读”挑战赛 - Rank7 解决方案

SImple SenTence EmbeddeR