Yan Xu

Publication Activity (10 Years)

Years Active: 2011-2016
Publications (10 Years): 8

Top Topics

Recurrent Neural Networks

Long Short Term Memory

Convolution Kernel

Top Venues

Publications

Yunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin
Compressing Neural Language Models by Sparse Word Representations. CoRR (2016)
Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
How Transferable are Neural Networks in NLP Applications? EMNLP (2016)
Lili Mou, Ran Jia, Yan Xu, Ge Li, Lu Zhang, Zhi Jin
Distilling Word Embeddings: An Encoding Approach. CIKM (2016)
Yunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin
Compressing Neural Language Models by Sparse Word Representations. ACL (1) (2016)
Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin
Improved relation classification by deep recurrent neural networks with data augmentation. COLING (2016)
Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
How Transferable are Neural Networks in NLP Applications? CoRR (2016)
Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin
Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation. CoRR (2016)
Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin
Natural Language Inference by Tree-Based Convolution and Heuristic Matching. ACL (2) (2016)
Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
Discriminative Neural Sentence Modeling by Tree-Based Convolution. EMNLP (2015)
Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths. EMNLP (2015)
Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin
Recognizing Entailment and Contradiction by Tree-based Convolution. CoRR (2015)
Lili Mou, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
Distilling Word Embeddings: An Encoding Approach. CoRR (2015)
Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path. CoRR (2015)
Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
Tree-based Convolution: A New Neural Architecture for Sentence Modeling. CoRR (2015)
Yan Xu, Ge Li, Lili Mou, Yangyang Lu
Learning Non-Taxonomic Relations on Demand for Ontology Extension. Int. J. Softw. Eng. Knowl. Eng. 24 (8) (2014)
Lili Mou, Ge Li, Yuxuan Liu, Hao Peng, Zhi Jin, Yan Xu, Lu Zhang
Building Program Vector Representations for Deep Learning. CoRR (2014)
Ge Li, Zhi Jin, Yan Xu, Yangyang Lu
An Engineerable Ontology Based Approach for Requirements Elicitation in Process Centered Problem Domain. KSEM (2011)