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Recent work in cross-lingual semantic parsing has successfully applied machine translation to localize parsers to new languages.
The missing ingredient in zero-shot neural machine translation
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, and Wolfgang Macherey. 2019 · 1903
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Huggingface’s transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R’emi Louf, Morgan Funtowicz, and Jamie Brew. 2019 · 1910
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On the difference between natural language and high level query languages
S. Jerrold Kaplan. 1978 · 1978
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The ATIS spoken language systems pilot corpus
Charles T. Hemphill, John J. Godfrey, and George R. Doddington. 1990 · 1990
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From Discourse to Logic; An Introduction to Modeltheoretic Semantics of Natural Language, Formal Logic and Discourse Representation Theory
Hans Kamp and Uwe Reyle. 1993 · 1993
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Expanding the scope of the ATIS task: The ATIS-3 corpus
Deborah A. Dahl, Madeleine Bates, Michael Brown, William Fisher, Kate Hunicke-Smith, David Pallett, Christine Pao, Alexander Rudnicky, and Elizabeth Shriberg. 1994 · 1994
Earlier work this paper cites.
Xtreme: A massively multilingual multi-task benchmark for evaluating cross-lingual generalization
Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, and Melvin Johnson. 2020 · 2003
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MKQA: A linguistically diverse benchmark for multilingual open domain question answering
Shayne Longpre, Yi Lu, and Joachim Daiber. 2020 · 2007
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Multilingual translation with extensible multilingual pretraining and finetuning
Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, and Angela Fan. 2020 · 2008
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Bootstrapping semantic parsers from conversations
Yoav Artzi and Luke Zettlemoyer. 2011 · 2011
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Lexical generalization in CCG grammar induction for semantic parsing
Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, and Mark Steedman. 2011 · 2011
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A closer look at few-shot crosslingual transfer: Variance, benchmarks and baselines
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, and Hinrich Schütze. 2020a · 2012
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Abstract meaning representation for sembanking
Laura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, and Nathan Schneider. 2013 · 2013
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Semantic parsing on Freebase from question-answer pairs
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013 · 2013
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WALS Online
Matthew S. Dryer and Martin Haspelmath, editors. 2013 · 2013
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Multi-style adaptive training for robust cross-lingual spoken language understanding
Xiaodong He, Li Deng, Dilek Hakkani-Tur, and Gokhan Tur. 2013 · 2013
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SemEval-2014 task 6: Supervised semantic parsing of robotic spatial commands
Kais Dukes. 2014 · 2014
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Multilingual Semantic Parsing : Parsing Multiple Languages into Semantic Representations
Zhanming Jie and Wei Lu. 2014 · 2014
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2014 · 2014
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Semantic parsing with relaxed hybrid trees
Wei Lu. 2014 · 2014
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V Le. 2014 · 2014
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Treebank translation for cross-lingual parser induction
Jörg Tiedemann, Željko Agić, and Joakim Nivre. 2014 · 2014
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An efficient algorithm for calculating the exact hausdorff distance
Abdel Aziz Taha and Allan Hanbury. 2015 · 2015
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Building a semantic parser overnight
Yushi Wang, Jonathan Berant, and Percy Liang. 2015 · 2015
Earlier work this paper cites.
Language to logical form with neural attention
Li Dong and Mirella Lapata. 2016 · 2016
Earlier work this paper cites.
Cross-lingual learning of an open-domain semantic parser
Kilian Evang and Johan Bos. 2016 · 2016
Cited alongside, same era.
A corpus and semantic parser for multilingual natural language querying of OpenStreetMap
Carolin Haas and Stefan Riezler. 2016 · 2016
Cited alongside, same era.
Data recombination for neural semantic parsing
Robin Jia and Percy Liang. 2016 · 2016
Cited alongside, same era.
Learning executable semantic parsers for natural language understanding
Percy Liang. 2016 · 2016
Cited alongside, same era.
Multi-task sequence to sequence learning
Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, and Lukasz Kaiser. 2016 · 2016
Cited alongside, same era.
Google’s neural machine translation system: Bridging the gap between human and machine translation
Cross-lingual alignment of contextual word embeddings, with applications to zero-shot dependency parsing
Tal Schuster, Ori Ram, Regina Barzilay, and Amir Globerson. 2019 · 2019
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Translation artifacts in cross-lingual transfer learning
Mikel Artetxe, Gorka Labaka, and Eneko Agirre. 2020 · 2020
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ParaCrawl: Web-scale acquisition of parallel corpora
Marta Bañón, Pinzhen Chen, Barry Haddow, Kenneth Heafield, Hieu Hoang, Miquel Esplà-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz Rojas, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Elsa Sarrías, Marek Strelec, Brian Thompson, William Waites, Dion Wiggins, and Jaume Zaragoza. 2020 · 2020
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Don’t stop pretraining: Adapt language models to domains and tasks
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, and Noah A. Smith. 2020 · 2020
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Don’t use English dev: On the zero-shot cross-lingual evaluation of contextual embeddings
Phillip Keung, Yichao Lu, Julian Salazar, and Vikas Bhardwaj. 2020 · 2020
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Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Łukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, and Jeffrey Dean. 2016 · 2016
Cited alongside, same era.
Multilingual Semantic Parsing And Code-Switching
Long Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip Cohen, and Mark Johnson. 2017 · 2017
Cited alongside, same era.
Model-agnostic meta-learning for fast adaptation of deep networks
Chelsea Finn, Pieter Abbeel, and Sergey Levine. 2017 · 2017
Cited alongside, same era.
Learning a neural semantic parser from user feedback
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Jayant Krishnamurthy, and Luke Zettlemoyer. 2017 · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
Seq2SQL: Generating structured queries from natural language using reinforcement learning
Victor Zhong, Caiming Xiong, and Richard Socher. 2017 · 2017
Cited alongside, same era.
Cross-lingual Abstract Meaning Representation parsing
Marco Damonte and Shay B. Cohen. 2018 · 2018
Cited alongside, same era.
BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2020 · 2020
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XGLUE: A new benchmark datasetfor cross-lingual pre-training, understanding and generation
Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, and Ming Zhou. 2020 · 2020
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Multilingual denoising pre-training for neural machine translation
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, and Luke Zettlemoyer. 2020 · 2020
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Zero-shot crosslingual sentence simplification
Jonathan Mallinson, Rico Sennrich, and Mirella Lapata. 2020 · 2020
Later among the works it cites.
Localizing open-ontology QA semantic parsers in a day using machine translation
Mehrad Moradshahi, Giovanni Campagna, Sina Semnani, Silei Xu, and Monica Lam. 2020 · 2020
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Zero-shot cross-lingual transfer with meta learning
Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, and Isabelle Augenstein. 2020 · 2020
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Translationese as a language in “multilingual” NMT
Parker Riley, Isaac Caswell, Markus Freitag, and David Grangier. 2020 · 2020
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Multi-level alignment pretraining for multi-lingual semantic parsing
Bo Shao, Yeyun Gong, Weizhen Qi, Nan Duan, and Xiaola Lin. 2020 · 2020
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Bootstrapping a crosslingual semantic parser
Tom Sherborne, Yumo Xu, and Mirella Lapata. 2020 · 2020
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Exploring unexplored generalization challenges for cross-database semantic parsing
Alane Suhr, Ming-Wei Chang, Peter Shaw, and Kenton Lee. 2020 · 2020
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End-to-end slot alignment and recognition for cross-lingual NLU
Weijia Xu, Batool Haider, and Saab Mansour. 2020 · 2020
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Grounded adaptation for zero-shot executable semantic parsing
Victor Zhong, Mike Lewis, Sida I. Wang, and Luke Zettlemoyer. 2020 · 2020
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Don’t parse, insert: Multilingual semantic parsing with insertion based decoding
Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, and Wael Hamza. 2020 · 2020
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El volumen louder por favor: Code-switching in task-oriented semantic parsing
Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda, Anuj Kumar, and Sonal Gupta. 2021 · 2021
Closest in time.
Multilingual code-switching for zero-shot cross-lingual intent prediction and slot filling
Jitin Krishnan, Antonios Anastasopoulos, Hemant Purohit, and H. Rangwala. 2021 · 2021
Closest in time.
MTOP: A comprehensive multilingual task-oriented semantic parsing benchmark
Haoran Li, Abhinav Arora, Shuohui Chen, Anchit Gupta, Sonal Gupta, and Yashar Mehdad. 2021 · 2021
Closest in time.
Translate & Fill: Improving zero-shot multilingual semantic parsing with synthetic data
Massimo Nicosia, Zhongdi Qu, and Yasemin Altun. 2021 · 2021
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From masked language modeling to translation: Non-English auxiliary tasks improve zero-shot spoken language understanding
Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, Ahmet Üstün, Marija Stepanović, Alan Ramponi, Siti Oryza Khairunnisa, Mamoru Komachi, and Barbara Plank. 2021 · 2021
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Domain-adversarial training of neural networks
Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain, Hugo Larochelle, François Laviolette, Mario Marchand, and Victor Lempitsky. 2016 · 2030
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