Jessica Ficler


2017

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Controlling Linguistic Style Aspects in Neural Language Generation
Jessica Ficler | Yoav Goldberg
Proceedings of the Workshop on Stylistic Variation

Most work on neural natural language generation (NNLG) focus on controlling the content of the generated text. We experiment with controling several stylistic aspects of the generated text, in addition to its content. The method is based on conditioned RNN language model, where the desired content as well as the stylistic parameters serve as conditioning contexts. We demonstrate the approach on the movie reviews domain and show that it is successful in generating coherent sentences corresponding to the required linguistic style and content.

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Improving a Strong Neural Parser with Conjunction-Specific Features
Jessica Ficler | Yoav Goldberg
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers

While dependency parsers reach very high overall accuracy, some dependency relations are much harder than others. In particular, dependency parsers perform poorly in coordination construction (i.e., correctly attaching the conj relation). We extend a state-of-the-art dependency parser with conjunction-specific features, focusing on the similarity between the conjuncts head words. Training the extended parser yields an improvement in conj attachment as well as in overall dependency parsing accuracy on the Stanford dependency conversion of the Penn TreeBank.

2016

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Coordination Annotation Extension in the Penn Tree Bank
Jessica Ficler | Yoav Goldberg
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

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Improved Parsing for Argument-Clusters Coordination
Jessica Ficler | Yoav Goldberg
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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A Neural Network for Coordination Boundary Prediction
Jessica Ficler | Yoav Goldberg
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

2014

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Intermediary Semantic Representation through Proposition Structures
Gabriel Stanovsky | Jessica Ficler | Ido Dagan | Yoav Goldberg
Proceedings of the ACL 2014 Workshop on Semantic Parsing