Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data
暂无分享,去创建一个
Wei Zhao | Liang Wang | Ruoyu Jia | Kewei Shen | Jingming Liu | Wei Zhao | Liang Wang | Jingming Liu | Kewei Shen | Ruoyu Jia
[1] Jianfeng Gao,et al. A Nested Attention Neural Hybrid Model for Grammatical Error Correction , 2017, ACL.
[2] Thorsten Brants,et al. One billion word benchmark for measuring progress in statistical language modeling , 2013, INTERSPEECH.
[3] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[4] Quoc V. Le,et al. Unsupervised Pretraining for Sequence to Sequence Learning , 2016, EMNLP.
[5] Hwee Tou Ng,et al. Better Evaluation for Grammatical Error Correction , 2012, NAACL.
[6] Rico Sennrich,et al. Deep architectures for Neural Machine Translation , 2017, WMT.
[7] Ming Zhou,et al. Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study , 2018, ArXiv.
[8] Lukasz Kaiser,et al. Attention is All you Need , 2017, NIPS.
[9] Helen Yannakoudakis,et al. Neural Sequence-Labelling Models for Grammatical Error Correction , 2017, EMNLP.
[10] Ming-Wei Chang,et al. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.
[11] Marcin Junczys-Dowmunt,et al. Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction , 2016, EMNLP.
[12] Helen Yannakoudakis,et al. Grammatical error correction using hybrid systems and type filtering , 2014, CoNLL Shared Task.
[13] Jian Sun,et al. Instance-Aware Semantic Segmentation via Multi-task Network Cascades , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[14] Marcin Junczys-Dowmunt,et al. The AMU System in the CoNLL-2014 Shared Task: Grammatical Error Correction by Data-Intensive and Feature-Rich Statistical Machine Translation , 2014, CoNLL Shared Task.
[15] Yann Dauphin,et al. Convolutional Sequence to Sequence Learning , 2017, ICML.
[16] Y. Nesterov. A method for solving the convex programming problem with convergence rate O(1/k^2) , 1983 .
[17] D Nicholls,et al. The Cambridge Learner Corpus-Error coding and analysis , 1999 .
[18] Hang Li,et al. “ Tony ” DNN Embedding for “ Tony ” Selective Read for “ Tony ” ( a ) Attention-based Encoder-Decoder ( RNNSearch ) ( c ) State Update s 4 SourceVocabulary Softmax Prob , 2016 .
[19] Dan Roth,et al. Grammatical Error Correction: Machine Translation and Classifiers , 2016, ACL.
[20] Marcin Junczys-Dowmunt,et al. Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation , 2018, NAACL.
[21] Yoshua Bengio,et al. Extracting and composing robust features with denoising autoencoders , 2008, ICML '08.
[22] Jason Weston,et al. A unified architecture for natural language processing: deep neural networks with multitask learning , 2008, ICML '08.
[23] Matt Post,et al. Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality , 2016, TACL.
[24] Jeffrey Pennington,et al. GloVe: Global Vectors for Word Representation , 2014, EMNLP.
[25] Luke S. Zettlemoyer,et al. Deep Contextualized Word Representations , 2018, NAACL.
[26] Percy Liang,et al. Data Recombination for Neural Semantic Parsing , 2016, ACL.
[27] Christopher D. Manning,et al. Get To The Point: Summarization with Pointer-Generator Networks , 2017, ACL.
[28] Yuji Matsumoto,et al. Tense and Aspect Error Correction for ESL Learners Using Global Context , 2012, ACL.
[29] Joel R. Tetreault,et al. JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction , 2017, EACL.
[30] Hwee Tou Ng,et al. Building a Large Annotated Corpus of Learner English: The NUS Corpus of Learner English , 2013, BEA@NAACL-HLT.
[31] Xiaoou Tang,et al. Facial Landmark Detection by Deep Multi-task Learning , 2014, ECCV.
[32] Richard Socher,et al. Learned in Translation: Contextualized Word Vectors , 2017, NIPS.
[33] Marcin Junczys-Dowmunt,et al. Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task , 2018, NAACL.
[34] Jörg Tiedemann,et al. An Analysis of Encoder Representations in Transformer-Based Machine Translation , 2018, BlackboxNLP@EMNLP.
[35] Hwee Tou Ng,et al. The CoNLL-2013 Shared Task on Grammatical Error Correction , 2013, CoNLL Shared Task.
[36] Anders Søgaard,et al. Deep multi-task learning with low level tasks supervised at lower layers , 2016, ACL.
[37] H. Ng,et al. A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction , 2018, AAAI.
[38] Helen Yannakoudakis,et al. A New Dataset and Method for Automatically Grading ESOL Texts , 2011, ACL.