GluonNLP swMATH ID: 26527 Software Authors: DMLC Description: GluonNLP: a Deep Learning Toolkit for Natural Language Processing (NLP). GluonNLP provides implementations of the state-of-the-art (SOTA) deep learning models in NLP, and build blocks for text data pipelines and models. It is designed for engineers, researchers, and students to fast prototype research ideas and products based on these models. This toolkit offers four main features: Training scripts to reproduce SOTA results reported in research papers. Pre-trained models for common NLP tasks. Carefully designed APIs that greatly reduce the implementation complexity. Community support. Homepage: http://gluon-nlp.mxnet.io/ Source Code: https://github.com/dmlc/gluon-nlp Related Software: GluonCV; BERT; Tensor2Tensor; PyTorch; ParlAI; SUMMARIST; OpenNMT; Marian; AllenNLP; SeqGAN; ELF; Nematus; XNMT; Texar; Keras; OpenAI Gym; RandAugment; UCF101; AugMix; MMAction Cited in: 2 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year GluonCV and GluonNLP: deep learning in computer vision and natural language processing Guo, Jian; He, He; He, Tong; Lausen, Leonard; Li, Mu; Lin, Haibin; Shi, Xingjian; Wang, Chenguang; Xie, Junyuan; Zha, Sheng; Zhang, Aston; Zhang, Hang; Zhang, Zhi; Zhang, Zhongyue; Zheng, Shuai; Zhu, Yi 2020 all top 5 Cited by 10 Authors 1 Draelos, Rachel Lea 1 Glavaš, Goran 1 Korhonen, Anna 1 Koyyalagunta, Divya 1 Majewska, Olga 1 Ponti, Edoardo M. 1 Razumovskaia, Evgeniia 1 Rudin, Cynthia 1 Sun, Anna 1 Vulić, Ivan Cited in 1 Serial 2 The Journal of Artificial Intelligence Research (JAIR) Cited in 1 Field 2 Computer science (68-XX) Citations by Year