Doğan Can

Also published as: Dogan Can


pdf bib
A Multi-task Approach to Learning Multilingual Representations
Karan Singla | Dogan Can | Shrikanth Narayanan
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

We present a novel multi-task modeling approach to learning multilingual distributed representations of text. Our system learns word and sentence embeddings jointly by training a multilingual skip-gram model together with a cross-lingual sentence similarity model. Our architecture can transparently use both monolingual and sentence aligned bilingual corpora to learn multilingual embeddings, thus covering a vocabulary significantly larger than the vocabulary of the bilingual corpora alone. Our model shows competitive performance in a standard cross-lingual document classification task. We also show the effectiveness of our method in a limited resource scenario.


pdf bib
A Dynamic Programming Algorithm for Computing N-gram Posteriors from Lattices
Doğan Can | Shrikanth Narayanan
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing


pdf bib
Which ASR should I choose for my dialogue system?
Fabrizio Morbini | Kartik Audhkhasi | Kenji Sagae | Ron Artstein | Doğan Can | Panayiotis Georgiou | Shri Narayanan | Anton Leuski | David Traum
Proceedings of the SIGDIAL 2013 Conference


pdf bib
A System for Real-time Twitter Sentiment Analysis of 2012 U.S. Presidential Election Cycle
Hao Wang | Dogan Can | Abe Kazemzadeh | François Bar | Shrikanth Narayanan
Proceedings of the ACL 2012 System Demonstrations


pdf bib
Score Distribution Based Term Specific Thresholding for Spoken Term Detection
Doğan Can | Murat Saraçlar
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers