Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation

作者: Eric P. Xing , Xiaodan Liang , Zhiting Hu , Xuezhe Ma , Di Wang

DOI:

关键词: Set (abstract data type)ExtensibilitySoftware engineeringDialog boxMachine translationAutomatic summarizationNatural languageComputer scienceInference

摘要: We introduce Texar, an open-source toolkit aiming to support the broad set of text generation tasks that transform any inputs into natural language, such as machine …

参考文章(59)
Tomas Mikolov, Martin Karafiát, Sanjeev Khudanpur, Jan Cernocký, Lukás Burget, Recurrent neural network based language model conference of the international speech communication association. pp. 1045- 1048 ,(2010)
Ilya Sutskever, Wojciech Zaremba, Oriol Vinyals, Recurrent Neural Network Regularization arXiv: Neural and Evolutionary Computing. ,(2014)
Arthur Szlam, Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, End-to-end memory networks neural information processing systems. ,vol. 28, pp. 2440- 2448 ,(2015)
Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan, Show and tell: A neural image caption generator computer vision and pattern recognition. pp. 3156- 3164 ,(2015) , 10.1109/CVPR.2015.7298935
Thang Luong, Hieu Pham, Christopher D. Manning, Effective Approaches to Attention-based Neural Machine Translation empirical methods in natural language processing. pp. 1412- 1421 ,(2015) , 10.18653/V1/D15-1166
Andrej Karpathy, Li Fei-Fei, Deep visual-semantic alignments for generating image descriptions computer vision and pattern recognition. pp. 3128- 3137 ,(2015) , 10.1109/CVPR.2015.7298932
Nitin Madnani, Bonnie J. Dorr, Generating phrasal and sentential paraphrases: A survey of data-driven methods Computational Linguistics. ,vol. 36, pp. 341- 387 ,(2010) , 10.1162/COLI_A_00002
Paul S. Roossin, Vincent J. Della Pietra, John D. Lafferty, John Cocke, Stephen A. Della Pietra, Fredrick Jelinek, Robert L. Mercer, Peter F. Brown, A statistical approach to machine translation Computational Linguistics. ,vol. 16, pp. 79- 85 ,(1990) , 10.5555/92858.92860
, Generative Adversarial Nets neural information processing systems. ,vol. 27, pp. 2672- 2680 ,(2014) , 10.3156/JSOFT.29.5_177_2
Eduard Hovy, Chin-Yew Lin, AUTOMATED TEXT SUMMARIZATION AND THE SUMMARIST SYSTEM Proceedings of the TIPSTER Text Program: Phase III. pp. 197- 214 ,(1998) , 10.3115/1119089.1119121