Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures
2022
Citations Over Time
Anne Lauscher, Leonardo F. R. Ribeiro, Linzi Xing, Maria Becker, Simone Paolo Ponzetto, Chinmay Choudhary, Colm O’Riordan, Seongmin Mun, Guillaume Desagulier, Sukmin Cho, Soyeong Jeong, Wonsuk Yang, Jong Cheol Park, Ankur Padia, Francis Ferraro, Tim Finin, Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Ryutaro Ichise, Yerram Varun, Aayush Sharma, Vivek Gupta, Carin Lawrence, Valentina De Giorgis, Aldo Gangemi, Ryutaro Ichise, Erik Kruus, Kai Li, Oliver Riordan, Varun Yerram, Cho, Choudhary, Corneil, Dane, De Giorgis, Desagulier, Guillaume, Dolan, Aldo Gangemi, Gupta, Ichise Ryutaro, Jeong, Soyeong, Kertkeidkachorn, Erik Kruus, Li Kai, Liu, Malon, Christopher, Marinucci, Ludovica, Mongiovi, Mun, Nararatwong, Rungsiman, O Riordan, Padia, Ankur, Shen, Varun Yerram, Wiatrak, Yang, Zhang, Jangseong Bae, Changki Lee, Soojong Lim, Jangseong Bae, Changki Lee, Soojong Lim, Hyunki Kim, Jangseong Bae, Junho Oh, Hyunsun Hwang, Changki Lee, Jeong-Mi Cho, Gil-Cheng Kim, Guillaume Desagulier, Kawin Ethayarajh, Philip Gage, 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Contractor, Vineet Kumar, Sachindra Joshi, Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu, Xuezhi Ankur P Parikh, Sebastian Wang, Manaal Gehrmann, Bhuwan Faruqui, Diyi Dhingra, Dipanjan Yang, Das, Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, Ilya Sutskever, Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher Manning, Andrew Ng, Christopher Potts, Eiichiro Sumita, Hitoshi, Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan Gomez, ukasz Kaiser, Illia Polosukhin, Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang, Zhoujun Li, Ming Zhou, Rui Yan, Yiping Song, Hua Wu, Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Russ Salakhutdinov, Quoc V Le
Abstract
Cross-lingual Transfer Learning typically involves training a model on a high-resource source language and applying it to a lowresource target language. In this work we introduce a lexical database called Valency Patterns Leipzig (ValPal) which provides the argument pattern information about various verb-forms in multiple languages including low-resource languages. We also provide a framework to integrate the ValPal database knowledge into the state-of-the-art LSTM based model for cross-lingual semantic role labelling. Experimental results show that integrating such knowledge resulted in am improvement in performance of the model on all the target languages on which it is evaluated.
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