roberta topic

List roberta repositories

CLUENER2020

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

gector

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

FARM

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:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

rust-bert

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

bert_seq2seq

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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。

multi-label_classification

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

BERTweet

561
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BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

transformers-ner

207
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45
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Pytorch-Named-Entity-Recognition-with-transformers

embedding-as-service

202
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29
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One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

texar-pytorch

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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/