Sonal Gupta
3 papers in the PaperMetrix corpus
Papers by this author
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El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing
2021
Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda, Anuj Kumar, Sonal Gupta. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. 2021.
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Muppet: Massive Multi-task Representations with Pre-Finetuning
2021 · arXiv (Cornell University)
We propose pre-finetuning, an additional large-scale learning stage between language model pre-training and fine-tuning. Pre-finetuning is massively multi-task learning (around 50 datasets, over 4.8 million total labeled examples), and is designed to encourage learning of …
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Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog
2019
Sebastian Schuster, Sonal Gupta, Rushin Shah, Mike Lewis. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019.