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We present the first dataset targeted at end-to-end NLG in Czech in the restaurant domain, along with several strong baseline models using the sequence-to-sequence approach.
Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge
Ondřej Dušek, Jekaterina Novikova, and Verena Rieser. 2019 · 1901
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Few-shot NLG with Pre-trained Language Model
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Enabling technology for multilingual natural language generation: the KPML development environment
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Stochastic language generation for spoken dialogue systems
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Automatic Evaluation of Machine Translation Quality Using N-gram Co-occurrence Statistics
George Doddington. 2002 · 2002
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BLEU: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
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Disambiguation of rich inflection: computational morphology of Czech
Jan Hajič. 2004 · 2004
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Statistical significance tests for machine translation evaluation
Philipp Koehn. 2004 · 2004
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ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
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Czech : an essential grammar
James Naughton. 2005 · 2005
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English-to-Czech factored machine translation
Ondřej Bojar. 2007 · 2007
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Meteor: An Automatic Metric for MT Evaluation with High Levels of Correlation with Human Judgments
Alon Lavie and Abhaya Agarwal. 2007 · 2007
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Applying morphology generation models to machine translation
Kristina Toutanova, Hisami Suzuki, and Achim Ruopp. 2008 · 2008
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TectoMT: highly modular MT system with tectogrammatics used as transfer layer
Z. Žabokrtský, J. Ptáček, and P. Pajas. 2008 · 2008
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Experiments in Morphosyntactic Processing for Translating to and from German
Alexander Fraser. 2009 · 2009
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SimpleNLG: A realisation engine for practical applications
A. Gatt and E. Reiter. 2009 · 2009
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Broad coverage multilingual deep sentence generation with a stochastic multi-level realizer
B. Bohnet, L. Wanner, S. Mille, and A. Burga. 2010 · 2010
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Training a multilingual sportscaster: Using perceptual context to learn language
David L. Chen, Joohyun Kim, and Raymond J. Mooney. 2010 · 2010
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Generative Alignment and Semantic Parsing for Learning from Ambiguous Supervision
Joohyun Kim and Raymond J. Mooney. 2010 · 2010
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Phrase-based statistical language generation using graphical models and active learning
F. Mairesse, M. Gašić, F. Jurčíček, S. Keizer, B. Thomson, K. Yu, and S. Young. 2010 · 2010
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Recurrent neural network based language model
Tomáš Mikolov, Martin Karafiát, Lukáš Burget, Jan Černocký, and Sanjeev Khudanpur. 2010 · 2010
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TectoMT: modular NLP framework
Martin Popel and Zdeněk Žabokrtský. 2010 · 2010
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Adapting SimpleNLG to German
M. Bollmann. 2011 · 2011
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KenLM: Faster and smaller language model queries
Kenneth Heafield. 2011 · 2011
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Linguist’s Assistant: A Multi-Lingual Natural Language Generator based on Linguistic Universals, Typologies, and Primitives
T. Allman, S. Beale, and R. Denton. 2012 · 2012
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Improving neural networks by preventing co-adaptation of feature detectors
Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, and Ruslan R. Salakhutdinov. 2012 · 2012
Imitation learning for language generation from unaligned data
Gerasimos Lampouras and Andreas Vlachos. 2016 · 2016
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SimpleNLG-IT: Adapting SimpleNLG to Italian
Alessandro Mazzei, Cristina Battaglino, and Cristina Bosco. 2016 · 2016
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Chinese Poetry Generation with Planning based Neural Network
Zhe Wang, Wei He, Hua Wu, Haiyang Wu, Wei Li, Haifeng Wang, and Enhong Chen. 2016 · 2016
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Topic Augmented Neural Response Generation with a Joint Attention Mechanism
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, and Wei-Ying Ma. 2016 · 2016
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Predicting Target Language CCG Supertags Improves Neural Machine Translation
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, and Alexandra Birch. 2017 · 2017
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Adapting SimpleNLG for bilingual English-French realisation
Pierre-Luc Vaudry and Guy Lapalme. 2013 · 2013
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Alex: Bootstrapping a Spoken Dialogue System for a New Domain by Real Users
Ondřej Dušek, Ondřej Plátek, Lukáš Žilka, and Filip Jurčíček. 2014 · 2014
Cited alongside, same era.
Adapting SimpleNLG for Brazilian Portuguese realisation
Rodrigo de Oliveira and Somayajulu Sripada. 2014 · 2014
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The language demographics of Amazon Mechanical Turk
Ellie Pavlick, Matt Post, Ann Irvine, Dmitry Kachaev, and Chris Callison-Burch. 2014 · 2014
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Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition
Jana Straková, Milan Straka, and Jan Hajič. 2014 · 2014
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Chinese poetry generation with recurrent neural networks
Xingxing Zhang and Mirella Lapata. 2014 · 2014
Cited alongside, same era.
Why We Need New Evaluation Metrics for NLG
Jekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, and Verena Rieser. 2017 · 2017
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Adapting SimpleNLG to Spanish
Alejandro Ramos-Soto, Julio Janeiro-Gallardo, and Alberto Bugarín Diz. 2017 · 2017
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Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data
Shikhar Sharma, Jing He, Kaheer Suleman, Hannes Schulz, and Philip Bachman. 2017 · 2017
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Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe
Milan Straka and Jana Straková. 2017 · 2017
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Modeling Target-Side Inflection in Neural Machine Translation
Aleš Tamchyna, Marion Weller-Di Marco, and Alexander Fraser. 2017 · 2017
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Topic Aware Neural Response Generation
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, and Wei-Ying Ma. 2017 · 2017
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Generating Chinese Classical Poems with RNN Encoder-Decoder
Xiaoyuan Yi, Ruoyu Li, and Maosong Sun. 2017 · 2017
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Adapting SimpleNLG to Galician language
Andrea Cascallar-Fuentes, Alejandro Ramos-Soto, and Alberto Bugarín Diz. 2018 · 2018
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SimpleNLG-ZH: a Linguistic Realisation Engine for Mandarin
Guanyi Chen, Kees van Deemter, and Chenghua Lin. 2018 · 2018
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Are All Languages Equally Hard to Language-Model?
Ryan Cotterell, Sebastian J. Mielke, Jason Eisner, and Brian Roark. 2018 · 2018
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End-to-End Content and Plan Selection for Data-to-Text Generation
Sebastian Gehrmann, Falcon Z. Dai, Henry Elder, and Alexander M. Rush. 2018 · 2018
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Going Dutch: Creating SimpleNLG-NL
Ruud de Jong and Mariët Theune. 2018 · 2018
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A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation
Juraj Juraska, Panagiotis Karagiannis, Kevin K. Bowden, and Marilyn A. Walker. 2018 · 2018
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The First Multilingual Surface Realisation Shared Task (SR’18): Overview and Evaluation Results
Simon Mille, Anja Belz, Bernd Bohnet, Yvette Graham, Emily Pitler, and Leo Wanner. 2018 · 2018
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RDF2pt: Generating Brazilian Portuguese Texts from RDF Data
Diego Moussallem, Thiago Castro Ferreira, Marcos Zampieri, Maria Claudia Cavalcanti, Geraldo Xexéo, Mariana Neves, and Axel-Cyrille Ngonga Ngomo. 2018 · 2018
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A Structured Review of the Validity of BLEU
Ehud Reiter. 2018 · 2018
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