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Task-oriented dialogue research has mainly focused on a few popular languages like English and Chinese, due to the high dataset creation cost for a new language.
The curious case of neural text degeneration
Ari Holtzman, Jan Buys, Li Du, Maxwell Forbes, and Yejin Choi. 2019 · 1904
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Multiwoz 2.1: Multi-domain dialogue state corrections and state tracking baselines
Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyag Gao, and Dilek Hakkani-Tur. 2019a · 1907
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Multiwoz 2.1: Multi-domain dialogue state corrections and state tracking baselines
Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyag Gao, and Dilek Hakkani-Tur. 2019b · 1907
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Paws-x: A cross-lingual adversarial dataset for paraphrase identification
Yinfei Yang, Yuan Zhang, Chris Tar, and Jason Baldridge. 2019 · 1908
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Nemo: a toolkit for building ai applications using neural modules
Oleksii Kuchaiev, Jason Li, Huyen Nguyen, Oleksii Hrinchuk, Ryan Leary, Boris Ginsburg, Samuel Kriman, Stanislav Beliaev, Vitaly Lavrukhin, Jack Cook, et al. 2019 · 1909
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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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Sometimes i’ll start a sentence in spanish y termino en espaÑol: toward a typology of code-switching 1
Shana Poplack. 1980 · 1980
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Duelling languages : grammatical structure in codeswitching
Carol Scotton. 1993 · 1993
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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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Beyond english-centric multilingual machine translation. arxiv e-prints, page
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, et al. 2020 · 2010
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Tac 2011 multiling pilot overview
George Giannakopoulos, Mahmoud El-Haj, Benoit Favre, Marina Litvak, Josef Steinberger, and Vasudeva Varma. 2011 · 2011
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba. 2014 · 2014
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Semantically conditioned lstm-based natural language generation for spoken dialogue systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, and Steve Young. 2015 · 2015
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The united nations parallel corpus v1. 0
Michał Ziemski, Marcin Junczys-Dowmunt, and Bruno Pouliquen. 2016 · 2016
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Controlling linguistic style aspects in neural language generation
Jessica Ficler and Yoav Goldberg. 2017 · 2017
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Beam search strategies for neural machine translation
Markus Freitag and Yaser Al-Onaizan. 2017 · 2017
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Parlai: A dialog research software platform
A. H. Miller, W. Feng, A. Fisch, J. Lu, D. Batra, A. Bordes, D. Parikh, and J. Weston. 2017 · 2017
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Multiwoz - a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling
Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Ultes Stefan, Ramadan Osman, and Milica Gašić. 2018 · 2018
Cited alongside, same era.
Xnli: Evaluating cross-lingual sentence representations
Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 2018
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
Cited alongside, same era.
Taku Kudo and John Richardson. 2018 · 2018
Cited alongside, same era.
Large-scale multi-domain belief tracking with knowledge sharing
Task-oriented dialog systems that consider multiple appropriate responses under the same context
Yichi Zhang, Zhijian Ou, and Zhou Yu. 2020 · 2020
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Evaluating commonsense in pre-trained language models
Xuhui Zhou, Yue Zhang, Leyang Cui, and Dandan Huang. 2020 · 2020
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Word alignment by fine-tuning embeddings on parallel corpora
Zi-Yi Dou and Graham Neubig. 2021 · 2021
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Multi-domain task-oriented dialog challenge ii at dstc9
Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Ryuichi Takanobu, Minlie Huang, and Jianfeng Gao. 2021b · 2021
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BiToD: A bilingual multi-domain dataset for task-oriented dialogue modeling
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, and Pascale Fung. 2021 · 2021
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Osman Ramadan, Paweł Budzianowski, and Milica Gasic. 2018 · 2018
Cited alongside, same era.
Bleu is not suitable for the evaluation of text simplification
Elior Sulem, Omri Abend, and Ari Rappoport. 2018 · 2018
Cited alongside, same era.
Taskmaster-1: Toward a realistic and diverse dialog dataset
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, and Andy Cedilnik. 2019 · 2019
Cited alongside, same era.
Genie: A generator of natural language semantic parsers for virtual assistant commands
Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, and Monica S. Lam. 2019 · 2019
Cited alongside, same era.
Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al. 2019 · 2019
Cited alongside, same era.
Allwoz: Towards multilingual task-oriented dialog systems for all
Lei Zuo, Kun Qian, Bowen Yang, and Zhou Yu. 2021 · 2019
Cited alongside, same era.
XHate-999: Analyzing and detecting abusive language across domains and languages
Goran Glavaš, Mladen Karan, and Ivan Vulić. 2020 · 2020
Cited alongside, same era.
Overview of the ninth dialog system technology challenge: Dstc9
Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D’Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi, Ahmad Beirami, Eunjoon, Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, and Rajen Subba. 2020 · 2020
Cited alongside, same era.
Cross-lingual intermediate fine-tuning improves dialogue state tracking
Nikita Moghe, Mark Steedman, and Alexandra Birch. 2021 · 2021
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Contextual semantic parsing for multilingual task-oriented dialogues
Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, and Monica S Lam. 2021 · 2021
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Translate & fill: Improving zero-shot multilingual semantic parsing with synthetic data
Massimo Nicosia, Zhongdi Qu, and Yasemin Altun. 2021 · 2021
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GCM: A toolkit for generating synthetic code-mixed text
Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, and Sunayana Sitaram. 2021 · 2021
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Translate, then parse! a strong baseline for cross-lingual AMR parsing
Sarah Uhrig, Yoalli Garcia, Juri Opitz, and Anette Frank. 2021 · 2021
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Machine translationese: Effects of algorithmic bias on linguistic complexity in machine translation
Eva Vanmassenhove, Dimitar Shterionov, and Matthew Gwilliam. 2021 · 2021
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mt5: A massively multilingual pre-trained text-to-text transformer
Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, and Colin Raffel. 2021 · 2021
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GlobalWoZ: Globalizing MultiWoZ to develop multilingual task-oriented dialogue systems
Bosheng Ding, Junjie Hu, Lidong Bing, Mahani Aljunied, Shafiq Joty, Luo Si, and Chunyan Miao. 2022 · 2022
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Multi2WOZ: A robust multilingual dataset and conversational pretraining for task-oriented dialog
Chia-Chien Hung, Anne Lauscher, Ivan Vulić, Simone Ponzetto, and Goran Glavaš. 2022a · 2022
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Convlab-3: A flexible dialogue system toolkit based on a unified data format
Qi Zhu, Christian Geishauser, Hsien chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gašić, and Minlie Huang. 2022 · 2022
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Zero and few-shot localization of task-oriented dialogue agents with a distilled representation
Mehrad Moradshahi, Sina Semnani, and Monica Lam. 2023 · 2023
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