Publications

Conference Papers

2016

Sparse Word Embeddings Using ℓ1 Regularized Online Learning
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, and Xueqi Cheng
The 25th International Joint Conference on Artificial Intelligence (IJCAI 2016)
{ PDF (error corrected) | Slides | Abstract | BibTeX}

BibTeX


@InProceedings{Sun:Sparse,
	author = {Fei Sun and Jiafeng Guo and Yanyan Lan and Jun Xu and Xueqi Cheng},
	title = {Sparse Word Embeddings Using $\ell_1$ Regularized Online Learning},
	booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence},
	year = {2016},
	pages  = {2915--2921}
}
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Semantic Regularities in Document Representations
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, and Xueqi Cheng

BibTeX

Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, and Xueqi Cheng
The Thirtieth AAAI Conference (AAAI 2016)
{ PDF | Slides | Code | Abstract | BibTeX}

BibTeX


@InProceedings{Sun:Inside,
author = {Fei Sun and Jiafeng Guo and Yanyan Lan and Jun Xu and Xueqi Cheng},
title = {Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations},
booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence},
year = {2016},
pages  = {2821--2827}
}
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2015

Component-Enhanced Chinese Character Embeddings
Yanran Li, Wenjie Li, Fei Sun, and Sujian Li
The 2015 Conference on Empirical Methods in Natural Language Processing
{ PDF | Abstract | BibTeX}

BibTeX


@InProceedings{li-EtAl:2015:EMNLP1,
  author    = {Li, Yanran  and  Li, Wenjie  and  Sun, Fei  and  Li, Sujian},
  title     = {Component-Enhanced Chinese Character Embeddings},
  booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing},
  month     = {September},
  year      = {2015},
  address   = {Lisbon, Portugal},
  publisher = {Association for Computational Linguistics},
  pages     = {829--834},
  url       = {http://aclweb.org/anthology/D15-1098}
}
                              
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Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu and Xueqi Cheng
The 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015)
{ PDF | Code | Slides | Abstract | BibTeX }

BibTeX


@InProceedings{P15-1014,
author="Sun, Fei and Guo, Jiafeng and Lan, Yanyan and Xu, Jun and Cheng, Xueqi",
title="Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations",
booktitle="Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
year="2015",
publisher="Association for Computational Linguistics",
pages="136--145",
location="Beijing, China",
url="http://aclweb.org/anthology/P15-1014"
}
                              
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2011

Fei Sun , Dandan Song and Lejian Liao
International ACM SIGIR conference (SIGIR 2011)
{ PDF | Code | Abstract | BibTeX }

BibTeX


@inproceedings{Sun:2011:DBC:2009916.2009952,
author = {Sun, Fei and Song, Dandan and Liao, Lejian},
title = {DOM based content extraction via text density},
booktitle = {Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval},
series = {SIGIR '11},
year = {2011},
isbn = {978-1-4503-0757-4},
location = {Beijing, China},
pages = {245--254},
numpages = {10},
url = {http://doi.acm.org/10.1145/2009916.2009952},
doi = {10.1145/2009916.2009952},
acmid = {2009952},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {composite text density, content extraction, densitysum, text density},
}
                      
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Journal Papers

2016

A Survey on Distributed Word Representation
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, and Xueqi Cheng
To be appeared in Chinese Journal of Computers (in Chinese)

2015

A hybrid approach for content extraction with text density and visual importance of DOM nodes
Dandan Song, Fei Sun and Lejian Liao
Knowledge and Information Systems
{ PDF | Abstract | BibTeX }

BibTeX


@article{Dan:hybrid2015,
year={2015},
issn={0219-1377},
journal={Knowledge and Information Systems},
volume={42},
number={1},
doi={10.1007/s10115-013-0687-x},
title={A hybrid approach for content extraction with text density and visual importance of DOM nodes},
url={http://dx.doi.org/10.1007/s10115-013-0687-x},
publisher={Springer London},
keywords={Content extraction; Text density; Visual importance},
author={Song, Dandan and Sun, Fei and Liao, Lejian},
pages={75-96},
language={English}
}

                    
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