Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?

[BibT_eX]

[DOI]

Weijia Xu

Shuming Ma

Dongdong Zhang

Marine Carpuat

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders.

[BibT_eX]

[DOI]

CoRR, 2020

Multimodal Matching Transformer for Live Commenting.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Improving Neural Machine Translation with Soft Template Prediction.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Simple and Effective Unified Encoder for Document-Level Machine Translation.

[BibT_eX]

[DOI]

Shuming Ma

Dongdong Zhang

Ming Zhou

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Alternating Language Modeling for Cross-Lingual Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO).

[BibT_eX]

[DOI]

Inf. Sci., 2019

Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction.

[BibT_eX]

[DOI]

CoRR, 2019

Recursive Graphical Neural Networks for Text Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Predicting Popular News Comments Based on Multi-Target Text Matching Model.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Unsupervised Machine Commenting with Neural Variational Topic Model.

[BibT_eX]

[DOI]

CoRR, 2018

A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model.

[BibT_eX]

[DOI]

CoRR, 2018

Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2018

Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Phrase-level Self-Attention Networks for Universal Sentence Encoding.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

SGM: Sequence Generation Model for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

A Neural Question Answering Model Based on Semi-Structured Tables.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Deconvolution-Based Global Decoding for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Bag-of-Words as Target for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Global Encoding for Abstractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, 2017

Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method.

[BibT_eX]

[DOI]

CoRR, 2017

Stochastic Strictly Contractive Peaceman-Rachford Splitting Method.

[BibT_eX]

[DOI]

CoRR, 2017

Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2017

A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification.

[BibT_eX]

[DOI]

Shuming Ma

Xu Sun

CoRR, 2017

Lock-Free Parallel Perceptron for Graph-based Dependency Parsing.

[BibT_eX]

[DOI]

Xu Sun

Shuming Ma

CoRR, 2017

A Generic Online Parallel Learning Framework for Large Margin Models.

[BibT_eX]

[DOI]

Shuming Ma

Xu Sun

CoRR, 2017

Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2017

meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

A New Recurrent Neural CRF for Learning Non-linear Edge Features.

[BibT_eX]

[DOI]

Shuming Ma

Xu Sun

CoRR, 2016

2010

The Application of Leader-Member Exchange Theory on Improving Team Performance.

[BibT_eX]

[DOI]

Shuming Ma

Yang Ke

Proceedings of the International Conference on E-Business and E-Government, 2010

Shuming Ma

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