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The results from the empirical work show that the new ranking mechanism proposed will be more practical than the previous one in several points. Extensive experiments and ***yses on the lightweight fashions show that our proposed strategies obtain signi***antly greater scores and substantially enhance the robustness of each intent detection and slot filling.

Data-Ef***ient Paraphrase Generation to Bootstrap Intent Cl******ation and Slot Labeling for brand spanking new Features in Task-Oriented Dialog Systems Shailza Jolly author Tobias Falke creator Caglar Tirkaz creator Daniil Sorokin author 2020-dec text Proceedings of the twenty eighth International Conference on Computational Linguistics: Industry Track International Committee on Computational Linguistics Online convention publication Recent progress by advanced neural models pushed the ef***iency of process-oriented dialog programs to virtually excellent accuracy on existing benchmark datasets for intent cl******ation and slot labeling.


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