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Domain-specific dialogue systems generally determine user intents by relying on sentence level classifiers that mainly focus on single action sentences.
Roberta: A robustly optimized bert pretraining approach
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Presuppositions of compound sentences
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Framewise phoneme classification with bidirectional lstm and other neural network architectures
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Dialoglue: A natural language understanding benchmark for task-oriented dialogue
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Sentiment analysis of conditional sentences
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Extraction of conditional and causal sentences from queries to provide a flexible answer
C. Puente, A. Sobrino, and J. Olivas. 2009 · 2009
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Extraction, analysis and representation of imperfect conditional and causal sentences by means of a semi-automatic process
C. Puente, A. Sobrino, J. A. Olivas, and R. Merlo. 2010 · 2010
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Identifying condition-action sentences using a heuristic-based information extraction method
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Relative clause extraction for syntactic simplification
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Efficient intent detection with dual sentence encoders
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Unsupervised cross-lingual representation learning at scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2020 · 2020
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Exploring the limits of transfer learning with a unified text-to-text transformer
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The classification of conditional sentences
C. D. Chambers. 1895
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Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019b
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ConjNLI: Natural language inference over conjunctive sentences
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Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: Student Research Workshop . Association for Computational Linguistics, Suzhou, China
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Transformers: State-of-the-art natural language processing
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Which linguist invented the lightbulb? presupposition verification for question-answering
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Recognizing and splitting conditional sentences for automation of business processes management
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