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

   huggingface.co › docs › transformers

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   RoBERTa has the same architecture as BERT but uses a byte-level BPE as a tokenizer (same as GPT-2) and uses a different pretraining scheme. RoBERTa doesn’t have token_type_ids, so you don’t need to indicate which token belongs to which segment.

   • BART

     BART is particularly effective when fine tuned for text...

   • HerBERT

     HerBERT Overview. The HerBERT model was proposed in KLEJ:...

   • RetriBERT

     Parameters . vocab_size (int, optional, defaults to 30522) —...

   • FSMT

     FSMT Overview. FSMT (FairSeq MachineTranslation) models were...

   • Realm

     Parameters . vocab_size (int, optional, defaults to 30522) —...

   • FacebookAI/roberta-base

     RoBERTa base model Pretrained model on English language...

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

   arxiv.org › abs › 1907

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   Jul 26, 2019 · View a PDF of the paper titled RoBERTa: A Robustly Optimized BERT Pretraining Approach, by Yinhan Liu and 9 other authors. Language model pretraining has led to significant performance gains but careful comparison between different approaches is challenging.

   • 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)

3. 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 (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.

4. ai.meta.com › blog › roberta-an-optimized-method-for-pRoBERTa: An optimized method for pretraining self-supervised NLP...

   ai.meta.com › blog › roberta-an-optimized-method-for-p

   Jul 29, 2019 · Facebook AI’s RoBERTa is a new training recipe that improves on BERT, Google’s self-supervised method for pretraining natural language processing systems. By training longer, on more data, and dropping BERT’s next-sentence prediction RoBERTa topped the GLUE leaderboard.

5. www.marinabaysands.com › restaurants › robertas-pizzaRoberta's Pizza | Restaurant in Singapore | Marina Bay Sands

   www.marinabaysands.com › restaurants › robertas-pizza

   • Cached

   Roberta’s Pizza is known for its wood-fired Neapolitan-style pizzas. From the very beginning, Roberta's Pizza is built on three key principles — good quality ingredients, good value and having a good time.

   • Location: B1-45, The Shoppes, 2 Bayfront Ave, Marina Bay Sands, 018972, Singapore
   • Accept Reservations: No

   • Phone: 6688 8868
   • Cuisine: Western, Italian

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

   huggingface.co › FacebookAI › roberta-base

   • Cached

   RoBERTa base model Pretrained model on English language using a masked language modeling (MLM) objective. It was introduced in this paper and first released in this repository .

7. github.com › brightmart › roberta_zhRoBERTa中文预训练模型: RoBERTa for Chinese - GitHub

   github.com › brightmart › roberta_zh

   • Cached

   What is RoBERTa: A robustly optimized method for pretraining natural language processing (NLP) systems that improves on Bidirectional Encoder Representations from Transformers, or BERT, the self-supervised method released by Google in 2018.