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roberta

Here are 159 public repositories matching this topic...

ymcui / Chinese-BERT-wwm

Star

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

nlp tensorflow pytorch bert rbt roberta chinese-bert bert-wwm bert-wwm-ext roberta-wwm

Updated Jul 21, 2021
Python

brightmart / albert_zh

Star

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

tensorflow pytorch albert bert pre-trained chinese-corpus roberta pre-trained-model xlnet

Updated Oct 22, 2020
Python

jessevig / bertviz

Star

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

visualization nlp machine-learning natural-language-processing neural-network pytorch transformer bert roberta gpt2

Updated Jul 25, 2021
Python

CLUEbenchmark / CLUE

Star

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

benchmark tensorflow nlu glue corpus transformers pytorch dataset chinese pretrained-models language-model albert bert roberta chineseglue

Updated Jul 26, 2021
Python

brightmart / roberta_zh

Star

RoBERTa中文预训练模型: RoBERTa for Chinese

chinese bert pre-trained roberta gpt2 pre-trained-language-models

Updated Jul 8, 2021
Python

dbiir / UER-py

Star

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

Updated Jul 26, 2021
Python

FARM

deepset-ai / FARM

Star

Open

Add to_str method for QA pred and candidate objects

2

Timoeller commented Oct 6, 2020

when printing these objects we do not see informative content.

Read more

enhancement good first issue

news-please

fhamborg / news-please

Sponsor Star

news-please - an integrated web crawler and information extractor for news that just works

Updated Jun 27, 2021
Python

Tencent / TurboTransformers

Star

Open

How can I participate in this project?

3

lsy641 commented May 15, 2020

Hi, I am so interesting in your project, and wonder if you need contributor and how could I make my own contribution?

Read more

good first issue

Open

只支持huggingface训练的tensorflow模型载入么？

4

CLUEbenchmark / CLUENER2020

Star

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

dataset named-entity-recognition chinese seq2seq sequence-to-sequence ner albert bert sequence-labeling chinese-ner roberta fine-grained-ner chinesener

Updated Jun 30, 2021
Python

microsoft / DeBERTa

Star

The implementation of DeBERTa

deeplearning representation-learning language-model bert natural-language-understanding self-attention roberta transformer-encoder

Updated May 4, 2021
Python

asyml / texar-pytorch

Star

Open

Incorrect Optimizer Configuration for the `transformer` example.

HanGuo97 commented Apr 11, 2021

In this file, the kwargs of the optimizer does not match that of the PyTorch API. This part seems to be copied from the TF version.

Read more

enhancement good first issue help wanted

Open

Loading pre-trained model checkpoint and model arch config are coupled

guillaume-be / rust-bert

Star

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

nlp rust machine-learning translation deep-learning sentiment-analysis transformer rust-lang question-answering bart gpt ner bert language-generation electra roberta gpt-2

Updated Jul 25, 2021
Rust

CLUEbenchmark / CLUEPretrainedModels

Star

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

text-classification corpus dataset chinese semantic-similarity pretrained-models sentence-classification albert bert sentence-analysis distillation sentence-pairs roberta

Updated Jul 8, 2020
Python

920232796 / bert_seq2seq

Star

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，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

text-classification crf pytorch seq2seq ner bert roberta gpt2 unilm t5-model autotitle

Updated Jul 22, 2021
Python

grammarly / gector

Star

Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf

natural-language-processing transformers bert sequence-labeling grammatical-error-correction roberta xlnet

Updated Jul 2, 2021
Python

lonePatient / awesome-pretrained-chinese-nlp-models

Star

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

nlp chinese zen gpt pretrained-models pangu albert bert electra roberta gpt-2 ernie xlnet nezha macbert nlu-nlg t5-pegasus simbert nezha-gen

Updated Jul 25, 2021

VinAIResearch / PhoBERT

Star

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

deep-learning vietnamese transformers python3 named-entity-recognition language-models ner natural-language-inference bert pos-tagging vietnamese-nlp nli fairseq vncorenlp roberta bert-embeddings rdrsegmenter part-of-speech-tagging transformers-library phobert

Updated Dec 7, 2020

CLUEbenchmark / CLUECorpus2020

Star

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

nlp corpus chinese datasets albert bert chinese-corpus roberta pretrain

Updated Jun 4, 2021

VinAIResearch / BERTweet

Star

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

sentiment-analysis text-classification transformers python3 english named-entity-recognition ner language-model bert english-tweets fairseq irony-detection roberta part-of-speech-tagging covid-19 covid covid19 bertweet bertweet-covid19

Updated Apr 19, 2021
Python

KLUE-benchmark / KLUE

Star

📖 Korean NLU Benchmark

benchmark korean bert korean-nlp roberta

Updated Jul 26, 2021

brightmart / xlnet_zh

Star

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

language-model bert roberta pre-train xlnet

Updated Sep 13, 2019
Python

ernie

labteral / ernie

Star

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

nlp natural-language-processing tensorflow keras transformers sentence-classification albert bert roberta bert-model transformer-architecture tensorflow2 bert-embeddings huggingface bert-models bert-as-service transformer-tensorflow2 distilbert huggingface-transformer

Updated Nov 10, 2020
Python

TransformerSum

HHousen / TransformerSum

Star

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

machine-learning text-summarization summarization albert extractive-summarization automatic-summarization bert roberta transformer-models pytorch-lightning distilbert summarization-dataset

Updated Jul 4, 2021
Python

brightmart / multi-label_classification

Star

transform multi-label classification as sentence pair task, with more training data and information

text-classification multi-label-classification bert roberta sentence-pair-classification

Updated Dec 13, 2019
Python

amansrivastava17 / embedding-as-service

Star

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Updated May 21, 2021
Python

sudharsan13296 / Getting-Started-with-Google-BERT

Star

Build and train state-of-the-art natural language processing models using BERT

nlp pytorch transformer bart albert bert electra roberta spanbert bertsum distilbert sbert sentence-bert huggingface-transformers videobert tinybert clinical-bert

Updated May 20, 2021
Jupyter Notebook

iPieter / RobBERT

Star

A Dutch RoBERTa-based language model

nlp nlp-resources language-model roberta bert-model

Updated Jun 18, 2021
Jupyter Notebook

EricFillion / happy-transformer

Star

A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models

python nlp machine-learning natural-language-processing ai deep-learning text-classification transformers artificial-intelligence question-answering language-models bert natural-language-understanding roberta text-classification-python predicting-masked

Updated Jul 21, 2021
Python

liuyukid / transformers-ner

Star

Pytorch-Named-Entity-Recognition-with-transformers

crf transformers pgd pytorch span ner albert bert softmax fgm electra xlm roberta adversarial-training distilbert camembert xlmroberta

Updated Jun 1, 2020
Python

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