Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Retrieve and Refine: Exemplar-based Neural Comment Generation.

[BibT_eX]

[DOI]

Bolin Wei

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Multi-task Learning based Pre-trained Language Model for Code Completion.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the ICPC '20: 28th International Conference on Program Comprehension, 2020

NLocalSAT: Boosting Local Search with Solution Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Generating Adversarial Examples for Holding Robustness of Source Code Processing Models.

[BibT_eX]

[DOI]

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

2019

Code Generation as a Dual Task of Code Summarization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural detection of semantic code clones via tree-based convolution.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Program Comprehension, 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

Deep-AutoCoder: Learning to Complete Code Precisely with Induced Code Tokens.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

A Grammar-Based Structural CNN Decoder for Code Generation.

[BibT_eX]

[DOI]

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

2018

Preface.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2018

Deep Learning in Software Engineering.

[BibT_eX]

[DOI]

CoRR, 2018

Unsupervised deep bug report summarization.

[BibT_eX]

[DOI]

Proceedings of the 26th Conference on Program Comprehension, 2018

Deep code comment generation.

[BibT_eX]

[DOI]

Proceedings of the 26th Conference on Program Comprehension, 2018

Summarizing Source Code with Transferred API Knowledge.

[BibT_eX]

[DOI]

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

2017

Learning to Infer API Mappings from API Documents.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2017

Improved Knowledge Base Completion by the Path-Augmented TransR Model.

[BibT_eX]

[DOI]

Wenhao Huang

Ge Li

Zhi Jin

Proceedings of the Knowledge Science, Engineering and Management, 2017

Learning Sparse Overcomplete Word Vectors Without Intermediate Dense Representations.

[BibT_eX]

[DOI]

Yunchuan Chen

Ge Li

Zhi Jin

Proceedings of the Knowledge Science, Engineering and Management, 2017

2016

Lightweight semantic service modelling for IoT: an environment-based approach.

[BibT_eX]

[DOI]

Int. J. Embed. Syst., 2016

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

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2016

Learning Embeddings of API Tokens to Facilitate Deep Learning Based Program Processing.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 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

A Knowware Based Infrastructure for Rule Based Control Systems in Smart Spaces.

[BibT_eX]

[DOI]

Proceedings of the Safe and Secure Software Reuse, 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]

Lili Mou

Ge Li

Zhi Jin

Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

2012

Modeling and Analyzing the Reliability and Cost of Service Composition in the IoT: A Probabilistic Approach.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Discovering Domain Concepts and Hyponymy Relations by Text Relevance Classifying Based Iterative Web Searching.

[BibT_eX]

[DOI]

Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

2011

A process algebra for environment-based specification of web services.

[BibT_eX]

[DOI]

Lixing Li

Zhi Jin

Ge Li

Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

An Ontology based Method for Building Understandable Hierarchical Classification Structure for Software Assets Browsing.

[BibT_eX]

Ge Li

Zhi Jin

Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

An Engineerable Ontology Based Approach for Requirements Elicitation in Process Centered Problem Domain.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2011

APIExample: An effective web search based usage example recommendation system for java APIs.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

2010

Enriching Descriptions for Public Web Services Using Information Captured from Related Web Pages on the Internet.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

Assisting Developers to Read Code Help-Documents Efficiently through Discovering Document-section Relationships.

[BibT_eX]

Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

2009

Assisting Trustworthiness Based Web Services Selection Using the Fidelity of Websites.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing, 7th International Joint Conference, 2009

2008