Lili Mou

CoRR, 2020

Unsupervised Text Generation by Learning from Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Progressive Memory Banks for Incremental Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Improving Word Sense Disambiguation with Translations.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Formality Style Transfer with Shared Latent Space.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Adversarial Learning on the Latent Space for Diverse Dialog Generation.

[BibT_eX]

[DOI]

Kashif Khan

Gaurav Sahu

Vikash Balasubramanian

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction.

[BibT_eX]

[DOI]

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

Stylized Text Generation: Approaches and Applications.

[BibT_eX]

[DOI]

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

Unsupervised Paraphrasing by Simulated Annealing.

[BibT_eX]

[DOI]

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

Iterative Edit-Based Unsupervised Sentence Simplification.

[BibT_eX]

[DOI]

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

TreeGen: A Tree-Based Transformer Architecture for Code Generation.

[BibT_eX]

[DOI]

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

2019

Stylized Text Generation Using Wasserstein Autoencoders with a Mixture of Gaussian Prior.

[BibT_eX]

[DOI]

Amirpasha Ghabussi

CoRR, 2019

Conditional Response Generation Using Variational Alignment.

[BibT_eX]

[DOI]

Kashif Khan

Gaurav Sahu

Vikash Balasubramanian

CoRR, 2019

Distilling Task-Specific Knowledge from BERT into Simple Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Discreteness in Neural Natural Language Processing.

[BibT_eX]

[DOI]

Hao Zhou

Lei Li

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

An Imitation Learning Approach to Unsupervised Parsing.

[BibT_eX]

[DOI]

Bowen Li

Frank Keller

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

Disentangled Representation Learning for Non-Parallel Text Style Transfer.

[BibT_eX]

[DOI]

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

Generating Sentences from Disentangled Syntactic and Semantic Spaces.

[BibT_eX]

[DOI]

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

A Grammar-Based Structural CNN Decoder for Code Generation.

[BibT_eX]

[DOI]

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

CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling.

[BibT_eX]

[DOI]

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

2018

Tree-Based Convolutional Neural Networks - Principles and Applications

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-981-13-1869-6, 2018

Modeling Past and Future for Neural Machine Translation.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2018

Disentangled Representation Learning for Text Style Transfer.

[BibT_eX]

[DOI]

CoRR, 2018

JUMPER: Learning When to Make Classification Decisions in Reading.

[BibT_eX]

[DOI]

CoRR, 2018

Probabilistic Natural Language Generation with Wasserstein Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2018

Jumper: Learning When to Make Classification Decision in Reading.

[BibT_eX]

[DOI]

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

Affective Neural Response Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2018

Variational Attention for Sequence-to-Sequence Models.

[BibT_eX]

[DOI]

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

RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Order-Planning Neural Text Generation From Structured Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models.

[BibT_eX]

[DOI]

Zhao Meng

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Coupling Distributed and Symbolic Execution for Natural Language Queries.

[BibT_eX]

[DOI]

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

Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection.

[BibT_eX]

[DOI]

Zhao Meng

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models.

[BibT_eX]

[DOI]

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

2016

Context-Aware Tree-Based Convolutional Neural Networks for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2016

Dialogue Session Segmentation by Embedding-Enhanced TextTiling.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

How Transferable are Neural Networks in NLP Applications?

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Improved relation classification by deep recurrent neural networks with data augmentation.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Distilling Word Embeddings: An Encoding Approach.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Natural Language Inference by Tree-Based Convolution and Heuristic Matching.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Compressing Neural Language Models by Sparse Word Representations.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Convolutional Neural Networks over Tree Structures for Programming Language Processing.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path.

[BibT_eX]

[DOI]

CoRR, 2015

Backbone Language Modeling for Constrained Natural Language Generation.

[BibT_eX]

[DOI]

CoRR, 2015

Tree-based Convolution: A New Neural Architecture for Sentence Modeling.

[BibT_eX]

[DOI]

CoRR, 2015

On End-to-End Program Generation from User Intention by Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Recognizing Entailment and Contradiction by Tree-based Convolution.

[BibT_eX]

[DOI]

CoRR, 2015

Distilling Word Embeddings: An Encoding Approach.

[BibT_eX]

[DOI]

CoRR, 2015

Building Program Vector Representations for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2015

Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Comparative Study on Regularization Strategies for Embedding-based Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Discriminative Neural Sentence Modeling by Tree-Based Convolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Learning Non-Taxonomic Relations on Demand for Ontology Extension.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2014

Building Program Vector Representations for Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2014

TBCNN: A Tree-Based Convolutional Neural Network for Programming Language Processing.

[BibT_eX]

[DOI]

CoRR, 2014

Verification Based on Hyponymy Hierarchical Characteristics for Web-Based Hyponymy Discovery.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2014

2013

MCT: a tool for commenting programs by multimedia comments.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Software Engineering, 2013

Domain Hyponymy Hierarchy Discovery by Iterative Web Searching and Inferable Semantics Based Concept Selecting.

[BibT_eX]

[DOI]

Ge Li