Abe Ittycheriah

Also published as: A. Ittycheriah


2020

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A Generative Approach to Titling and Clustering Wikipedia Sections
Anjalie Field | Sascha Rothe | Simon Baumgartner | Cong Yu | Abe Ittycheriah
Proceedings of the Fourth Workshop on Neural Generation and Translation

We evaluate the performance of transformer encoders with various decoders for information organization through a new task: generation of section headings for Wikipedia articles. Our analysis shows that decoders containing attention mechanisms over the encoder output achieve high-scoring results by generating extractive text. In contrast, a decoder without attention better facilitates semantic encoding and can be used to generate section embeddings. We additionally introduce a new loss function, which further encourages the decoder to generate high-quality embeddings.

2016

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Coverage Embedding Models for Neural Machine Translation
Haitao Mi | Baskaran Sankaran | Zhiguo Wang | Abe Ittycheriah
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

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Supervised Attentions for Neural Machine Translation
Haitao Mi | Zhiguo Wang | Abe Ittycheriah
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

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Vocabulary Manipulation for Neural Machine Translation
Haitao Mi | Zhiguo Wang | Abe Ittycheriah
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

2014

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Hierarchical MT Training using Max-Violation Perceptron
Kai Zhao | Liang Huang | Haitao Mi | Abe Ittycheriah
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

2008

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Multiple Reorderings in Phrase-Based Machine Translation
Niyu Ge | Abe Ittycheriah | Kishore Papineni
Proceedings of the ACL-08: HLT Second Workshop on Syntax and Structure in Statistical Translation (SSST-2)

2004

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A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell Tree
Xiaoqiang Luo | Abe Ittycheriah | Hongyan Jing | Nanda Kambhatla | Salim Roukos
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL-04)

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A Statistical Model for Multilingual Entity Detection and Tracking
R. Florian | H. Hassan | A. Ittycheriah | H. Jing | N. Kambhatla | X. Luo | N. Nicolov | S. Roukos
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics: HLT-NAACL 2004

2003

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tRuEcasIng
Lucian Vlad Lita | Abe Ittycheriah | Salim Roukos | Nanda Kambhatla
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics

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Named Entity Recognition through Classifier Combination
Radu Florian | Abe Ittycheriah | Hongyan Jing | Tong Zhang
Proceedings of the Seventh Conference on Natural Language Learning at HLT-NAACL 2003