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Top 205 bert open source projects

NLPDataAugmentation

Chinese NLP Data Augmentation， BERT Contextual Augmentation

✭ 94

python eda chinese bert word-similarity

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

✭ 13

Jupyter Notebook nlp natural-language-processing kaggle natural-language-inference bert natural-language-understanding coreference-resolution

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

✭ 46

python Jupyter Notebook shell Dockerfile nlp machine-learning deep-learning pytorch russian ner bert punctuation-marks transformer-models punctuation-restoration

pytorch implementation of the TwinBert paper

✭ 36

Jupyter Notebook pytorch similarity ranking bert siamese-network twinbert-paper

A BERT-based reverse dictionary of Korean proverbs

✭ 95

python Dockerfile nlp education idioms pytorch bert proverbs reverse-dictionary

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

✭ 118

python shell natural-language-processing question-answering reading-comprehension bert

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)

✭ 274

python Jupyter Notebook shell nlp natural-language-processing pytorch named-entity-recognition event-extraction bert slot-filling relation-extraction intent-classification triple-extraction nlp-extraction-tasks openue

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

✭ 252

python shell fashion e-commerce bert multimodal pre-training vision-language

Text Classification TF

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

✭ 32

python django tensorflow restful-api fasttext bert

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

✭ 216

python shell nlp information-retrieval transformers bert domain-adaptation vector-search

py-lingualytics

A text analytics library with support for codemixed data

✭ 36

python nlp pytorch nlp-library bert pytorch-nlp

Fine-grained Sentiment Classification Using BERT

✭ 49

python natural-language-processing sentiment-analysis pytorch bert sentiment-classi

vietnamese-roberta

A Robustly Optimized BERT Pretraining Approach for Vietnamese

✭ 22

python natural-language-processing vietnamese pytorch transformer pretrained-models bert vietnamese-nlp fairseq roberta bert-embeddings sentencepiece

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

✭ 64

python scraper news selenium acl dataset stock-market stock-price-prediction trade event-detection scraping-websites bert stock-prediction stock-analysis stock-trading event-driven-trading corporate-event

A well-structured summarization dataset for the Persian language!

✭ 29

Jupyter Notebook python summarization bert mt5 parsbert persian-summarization pn-summary bert2bert

Financial Domain Question Answering with pre-trained BERT Language Model

✭ 70

python Jupyter Notebook natural-language-processing information-retrieval deep-learning question-answering financial-data bert retriever bert-model fine-tunes finbert-qa fiqa-dataset finbert

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

✭ 29

Jupyter Notebook python elasticsearch natural-language-processing telegram-bot chatbot spacy question-answering bert huggingface

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

✭ 18

Jupyter Notebook machine-learning bert classification-algorithm computational-social-science nonprofit-organizations ntee

Bert-model-code-interpretation

解读tensorflow版本Bert中modeling.py数据流

✭ 19

python tensorflow bert

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

✭ 28

python shell chinese pretrained-models clue bert swa electra dureader lr-finder tensorflow2 ernie xlnet pretrained-language-model cmrc2018 aispace albert-chinese roberta-chinese

spacy-sentence-bert

Sentence transformers models for SpaCy

✭ 88

python shell nlp models spacy bert sentence-transformers sentence-bert

GLUE-bert4keras

基于bert4keras的GLUE基准代码

✭ 59

python nlp tensorflow glue keras baseline bert natural-language-understanding electra bert4keras gluebenchmark

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）

✭ 143

nlp machine-learning knowledge-graph deeplearning embedding bert classfication

protonet-bert-text-classification

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

✭ 28

python shell nlp text-classification bert small-dataset protonet few-shot-learning

181-205 of 205 bert projects