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Search results for python bert

715 search results found

Transformers ⭐ 112,426

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

Haystack ⭐ 10,886

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Paddlenlp ⭐ 10,236

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

Chinese Bert Wwm ⭐ 8,600

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Bert Pytorch ⭐ 5,605

Google AI 2018 BERT pytorch implementation

Bertviz ⭐ 5,547

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Bertopic ⭐ 4,715

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Pycorrector ⭐ 4,527

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，

Albert_zh ⭐ 3,723

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Awesome Pretrained Chinese Nlp Models ⭐ 3,071

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Uer Py ⭐ 2,734

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Keybert ⭐ 2,641

Minimal keyword extraction with BERT

Top2vec ⭐ 2,455

Top2Vec learns jointly embedded topic, document and word vectors.

Deepke ⭐ 2,330

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

Keras Bert ⭐ 2,281

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Roberta_zh ⭐ 2,141

RoBERTa中文预训练模型: RoBERTa for Chinese

Kashgari ⭐ 2,141

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.

Mt Dnn ⭐ 2,122

Multi-Task Deep Neural Networks for Natural Language Understanding

Texar ⭐ 2,008

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow

Codesearchnet ⭐ 1,994

Datasets, tools, and benchmarks for representation learning of code.

Adapter Transformers ⭐ 1,881

Huggingface Transformers + Adapters = ❤️

Zero_nlp ⭐ 1,874

中文nlp解决方案(大模型、数据、模型、训练、推理)

Alicemind ⭐ 1,835

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

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Absa Pytorch ⭐ 1,782

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Easynlp ⭐ 1,769

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Gpt2 Ml ⭐ 1,674

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

Bert Ner Pytorch ⭐ 1,666

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

Deberta ⭐ 1,598

The implementation of DeBERTa

Nlp Journey ⭐ 1,528

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Paddleslim ⭐ 1,441

PaddleSlim is an open-source library for deep model compression and architecture search.

Textbrewer ⭐ 1,387

A PyTorch-based knowledge distillation toolkit for natural language processing

Spacy Transformers ⭐ 1,280

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

Spark ⭐ 1,274

[ICLR'23 Spotlight] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Keras Textclassification ⭐ 1,270

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Chinese Electra ⭐ 1,253

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

Nlp_xiaojiang ⭐ 1,129

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Senten Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification），实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征

Bert Extractive Summarizer ⭐ 1,096

Easy to use extractive text summarization with BERT

Contextualized Topic Models ⭐ 1,045

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

Kbqa Bert ⭐ 1,024

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

Bert Ner ⭐ 1,000

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

Bert Vits2 ⭐ 981

vits2 backbone with bert

Bert4torch ⭐ 920

An elegent pytorch implement of transformers

Transformers4rec ⭐ 900

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

Bert_seq2seq ⭐ 890

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注

Bert Ner ⭐ 872

Pytorch-Named-Entity-Recognition-with-BERT

Service Streamer ⭐ 860

Boosting your Web Services of Deep Learning Applications.

Tencentpretrain ⭐ 858

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Nlp Paper ⭐ 820

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py

Easytransfer ⭐ 795

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

Nlp Tutorials ⭐ 794

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Source code of K-BERT (AAAI2020)

Bert Multi Label Text Classification ⭐ 761

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

Textgen ⭐ 754

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，

Vits_chinese ⭐ 723

Best practice TTS based on BERT and VITS with some Natural Speech Features Of Microsoft; Support streaming out!

Texar Pytorch ⭐ 711

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

Detoxify ⭐ 695

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

Rasa_chatbot_cn ⭐ 677

building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

Curated Transformers ⭐ 668

🤖 A PyTorch library of curated Transformer models and their composable components

Neural Network Compression Framework for enhanced OpenVINO™ inference

Fasthan ⭐ 665

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方

Bert For Tf2 ⭐ 665

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

Polyfuzz ⭐ 659

Fuzzy string matching, grouping, and evaluation.

Scibert ⭐ 643

A BERT model for scientific text.

Primeqa ⭐ 638

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Bert Chinese Ner ⭐ 637

使用预训练语言模型BERT做中文NER

Patrickstar ⭐ 631

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

Bertsearch ⭐ 620

Elasticsearch with BERT for advanced document search.

Mrc_competition_dureader ⭐ 588

机器阅读理解冠军/亚军代码及中文预训练MRC模型

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

Phobert ⭐ 547

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Fastbert ⭐ 527

The score code of FastBERT (ACL2020)

Bert Relation Extraction ⭐ 521

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

Jointbert ⭐ 518

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

Transformers For Nlp 2nd Edition ⭐ 473

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Bertweet ⭐ 447

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Classifier Multi Label ⭐ 446

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

Tensorflowasr ⭐ 434

一个执着于让CPU\端侧-Model逼近GPU-Model性能的项目，CPU上的实时率(RTF)小于

Bigbird ⭐ 433

Transformers for Longer Sequences

Albert_pytorch ⭐ 423

A Lite Bert For Self-Supervised Learning Language Representations

Bert For Sequence Labeling And Text Classification ⭐ 422

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Multi-Modal AI library for Multi-Lingual Text, Image, and Video Search, Recommendations, and other Vision-Language tasks, up to 5x faster than OpenAI CLIP 🖼️ & 🖋️

Ner Bert ⭐ 398

BERT-NER (nert-bert) with google bert https://github.com/google-research.

BERT for Coreference Resolution

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Nlp Notebook ⭐ 390

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Arabert ⭐ 372

Pre-trained Transformers for the Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic Electra)

Pytextclassifier ⭐ 365

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Turkish Bert ⭐ 364

Turkish BERT/DistilBERT, ELECTRA and ConvBERT models

Transformersum ⭐ 362

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

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