Transformers

Huggingface’s transformers: Transformers (formerly known as pytorch-transformers and pytorch-pretrained-bert) provides state-of-the-art general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet, CTRL...) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in 100+ languages and deep interoperability between TensorFlow 2.0 and PyTorch.


References in zbMATH (referenced in 21 articles , 1 standard article )

Showing results 1 to 20 of 21.
Sorted by year (citations)

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  1. Hettiarachchi, Hansi; Adedoyin-Olowe, Mariam; Bhogal, Jagdev; Gaber, Mohamed Medhat: Embed2detect: temporally clustered embedded words for event detection in social media (2022)
  2. Jagtap, N. V.; Mudunuru, M. K.; Nakshatrala, K. B.: A deep learning modeling framework to capture mixing patterns in reactive-transport systems (2022)
  3. Loureiro, Daniel; Mário Jorge, Alípio; Camacho-Collados, Jose: LMMS reloaded: transformer-based sense embeddings for disambiguation and beyond (2022)
  4. Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park, Nidhi Rastogi: CyNER: A Python Library for Cybersecurity Named Entity Recognition (2022) arXiv
  5. Ye, Jong Chul: Geometry of deep learning. A signal processing perspective (2022)
  6. Arun S. Maiya: CausalNLP: A Practical Toolkit for Causal Inference with Text (2021) arXiv
  7. Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast: Small-text: Active Learning for Text Classification in Python (2021) arXiv
  8. Janizek, Joseph D.; Sturmfels, Pascal; Lee, Su-In: Explaining explanations: axiomatic feature interactions for deep networks (2021)
  9. Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira: Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations (2021) arXiv
  10. Juan Manuel Pérez, Juan Carlos Giudici, Franco Luque: pysentimiento: A Python Toolkit for Sentiment Analysis and SocialNLP tasks (2021) arXiv
  11. Mehdi Bahrami, N.C. Shrikanth, Shade Ruangwan, Lei Liu, Yuji Mizobuchi, Masahiro Fukuyori, Wei-Peng Chen, Kazuki Munakata, Tim Menzies: PyTorrent: A Python Library Corpus for Large-scale Language Models (2021) arXiv
  12. Mirco Ravanelli; Titouan Parcollet; et al: SpeechBrain: A General-Purpose Speech Toolkit (2021) arXiv
  13. Nelson Tavares de Sousa, Wilhelm Hasselbring: JavaBERT: Training a transformer-based model for the Java programming language (2021) arXiv
  14. Sai Muralidhar Jayanthi, Kavya Nerella, Khyathi Raghavi Chandu, Alan W Black: CodemixedNLP: An Extensible and Open NLP Toolkit for Code-Mixing (2021) arXiv
  15. Škrlj, Blaž; Martinc, Matej; Lavrač, Nada; Pollak, Senja: autoBOT: evolving neuro-symbolic representations for explainable low resource text classification (2021)
  16. Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang: TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing (2021) arXiv
  17. Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni: Avalanche: an End-to-End Library for Continual Learning (2021) arXiv
  18. Pengcheng Guo, Florian Boyer, Xuankai Chang, Tomoki Hayashi, Yosuke Higuchi, Hirofumi Inaguma, Naoyuki Kamo, Chenda Li, Daniel Garcia-Romero, Jiatong Shi, Jing Shi, Shinji Watanabe, Kun Wei, Wangyou Zhang, Yuekai Zhang: Recent Developments on ESPnet Toolkit Boosted by Conformer (2020) arXiv
  19. Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li: LightSeq: A High Performance Inference Library for Sequence Processing and Generation (2020) arXiv
  20. Kaiyang Zhou, Tao Xiang: Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch (2019) arXiv

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