基本信息
姓名 張家俊
性別 男
職稱 副研究員
研究領域：機器翻譯、自然語言處理、深度學習
個人簡歷
2002.9-2006.6 吉林大學 計算機科學與技術學院 獲學士學位
2006.9-2011.6 中國科學院自動化研究所 模式識別與智慧型系統專業 獲博士學位
2011.7-2014.9 中國科學院自動化研究所 助理研究員
2013.9-2014.9 微軟亞洲研究院 訪問研究員
2014.10- 中國科學院自動化研究所 副研究員
2015.10- 中國科學院大學 崗位教授
學術任職
中國人工智慧學會青年工作委員會常務委員
中國中文信息學會青年工作委員會委員
學術論文
1. Jiajun Zhang, Yu Zhou and Chengqing Zong. 2016. Abstractive Cross-language Summarization via Translation Model Enhanced Predicate Argument Structure Fusing. IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP)
2. Jiajun Zhang and Chengqing Zong. 2015. Deep Neural Networks in Machine Translation: An Overview. IEEE Intelligent Systems
3. Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong. 2015. Towards Machine Translation in Semantic Vector Space. ACM Transactions on Asian and Low-resource Language Information Processing (TALLIP)
4. Jiajun Zhang, Feifei Zhai and Chengqing Zong. 2013. Syntax-Based Translation With Bilingually Lexicalized Synchronous Tree Substitution Grammars, IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP)
5. Jiajun Zhang and Chengqing Zong. 2013. A unified approach for effectively integrating source-side syntactic reordering rules into phrase-based translation, Journal of Language Rescourse and Evaluation (JLRE)
6. Jiajun Zhang, Feifei Zhai and Chengqing Zong. 2013. A Substitution-Translation-Restoration Framework for Handling Unknown Words in Statistical Machine Translation, Journal of Computer Science and Technology (JCST)
7. Jiajun Zhang and Chengqing Zong. 2016. Exploiting Source-side Monolingual Data in Neural Machine Translation
8. Jiajun Zhang, Dakun Zhang and Jie Hao. 2015. Local Translation Prediction with Global Sentence Representation
9. Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong. 2014. Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space
10. Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong. 2014. Bilingually-constrained Phrase Embeddings for Machine Translation
11. Jiajun Zhang and Chengqing Zong. 2013. Learning a Phrase-based Translation Model from Monolingual Data with Application to Domain Adaptation
12. Jiajun Zhang, Feifei Zhai and Chengqing Zong. 2012. Handling Unknown Words in Statistical Machine Translation from A New Perspective. In Proc
13. Jiajun Zhang, Feifei Zhai and Chengqing Zong. 2011. Augmenting String-to-Tree Models with Fussy Use of Source-side Syntax
14. Jiajun Zhang and Chengqing Zong. 2009. A Framework for Effectively Integrating Hard and Soft Syntactic Rules into Phrase-based Translation
15. Jiajun Zhang, Chengqing Zong and Shoushan Li. 2008. Sentence Type based Reordering Model for Statistical Machine Translation
發明專利
1. 一種基於模糊樹到精確樹的統計機器翻譯方法
2. 一種基於謂詞論元結構的統計機器翻譯方法
在研課題
1. 中國科協“青年人才托舉工程”
2. 基於單語語料的無監督統計機器翻譯模型研究，國家自然科學基金青年基金
3. 基於弱監督的神經網路翻譯模型研究，國家自然科學基金面上項目
4.面向漢語文本理解的語義計算方法，國家自然科學基金重點項目
