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2. huggingface.co › docs › transformersRoBERTa - Hugging Face

   huggingface.co › docs › transformers

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   RoBERTa is a language model based on BERT, but with different hyperparameters and training scheme. Learn how to use RoBERTa for various NLP tasks with Hugging Face resources and examples.

3. arxiv.org › abs › 1907RoBERTa: A Robustly Optimized BERT Pretraining Approach

   arxiv.org › abs › 1907

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   Jul 26, 2019 · RoBERTa is a replication study of BERT pretraining that improves the performance of natural language models. It compares different hyperparameters, training data sizes and design choices, and achieves state-of-the-art results on GLUE, RACE and SQuAD.

   • Author: Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke...
   • Cite as: arXiv:1907.11692 [cs.CL]

   • Publish Year: 2019
   • Subjects: Computation and Language (cs.CL)

4. nameberry.com › b › girl-baby-name-robertaRoberta - Baby Name Meaning, Origin, and Popularity

   nameberry.com › b › girl-baby-name-roberta

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   Jun 19, 2024 · Roberta is an English name meaning "bright fame" that has been used for centuries. It is a feminization of Robert and has many notable bearers in music, science, and literature.

5. en.wikipedia.org › wiki › RobertaRoberta - Wikipedia

   en.wikipedia.org › wiki › Roberta

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   Roberta is a feminine version of the given names Robert and Roberto. It is a Germanic name derived from the stems *hrod meaning "famous", "glorious", "godlike" and *berht meaning "bright", "shining", "light".

6. www.behindthename.com › name › robertaMeaning, origin and history of the name Roberta

   www.behindthename.com › name › roberta

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   May 29, 2020 · Entry updated May 29, 2020. The meaning, origin and history of the given name Roberta.

7. www.geeksforgeeks.org › overview-of-roberta-modelOverview of ROBERTa model - GeeksforGeeks

   www.geeksforgeeks.org › overview-of-roberta-model

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   Jan 10, 2023 · ROBERTa is a variant of BERT that improves its performance by training on a larger dataset and using dynamic masking. Learn about its architecture, datasets, and achievements on various NLP tasks.

8. People also ask

   What does Roberta mean?

   • Roberta is a girl's name of English origin meaning "bright fame". Roberta is the 990 ranked female name by popularity.

   Roberta - Baby Name Meaning, Origin, and Popularity

   nameberry.com/b/girl-baby-name-roberta

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   What is the Roberta model?

   • The RoBERTa model was pretrained on the reunion of five datasets: CC-News, a dataset containing 63 millions English news articles crawled between September 2016 and February 2019. Stories a dataset containing a subset of CommonCrawl data filtered to match the story-like style of Winograd schemas.

   FacebookAI/roberta-base · Hugging Face

   huggingface.co/FacebookAI/roberta-base

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   How does Roberta work?

   • RoBERTa is a transformers model pretrained on a large corpus of English data in a self-supervised fashion. This means it was pretrained on the raw texts only, with no humans labelling them in any way (which is why it can use lots of publicly available data) with an automatic process to generate inputs and labels from those texts.

   FacebookAI/roberta-base · Hugging Face

   huggingface.co/FacebookAI/roberta-base

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   What is Roberta language model?

   • Overall, RoBERTa is a powerful and effective language model that has made significant contributions to the field of NLP and has helped to drive progress in a wide range of applications. RoBERTa stands for Robustly Optimized BERT Pre-training Approach. It was presented by researchers at Facebook and Washington University.

   Overview of ROBERTa model - GeeksforGeeks

   www.geeksforgeeks.org/overview-of-roberta-model/

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   What is Roberta (robustly optimized Bert approach)?

   • RoBERTa (short for “Robustly Optimized BERT Approach”) is a variant of the BERT (Bidirectional Encoder Representations from Transformers) model, which was developed by researchers at Facebook AI.

   Overview of ROBERTa model - GeeksforGeeks

   www.geeksforgeeks.org/overview-of-roberta-model/

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   What is the difference between Berta and Roberta?

   • One key difference between RoBERTa and BERT is that RoBERTa was trained on a much larger dataset and using a more effective training procedure. In particular, RoBERTa was trained on a dataset of 160GB of text, which is more than 10 times larger than the dataset used to train BERT.

   Overview of ROBERTa model - GeeksforGeeks

   www.geeksforgeeks.org/overview-of-roberta-model/

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9. huggingface.co › FacebookAI › roberta-baseFacebookAI/roberta-base · Hugging Face

   huggingface.co › FacebookAI › roberta-base

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   RoBERTa is a transformers model pretrained on a large corpus of English data in a self-supervised fashion. This means it was pretrained on the raw texts only, with no humans labelling them in any way (which is why it can use lots of publicly available data) with an automatic process to generate inputs and labels from those texts.