Search Results for author: Lizhen Tan

Found 3 papers, 0 papers with code

Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks

no code implementations10 Oct 2022 Charith Peris, Lizhen Tan, Thomas Gueudre, Turan Gojayev, Pan Wei, Gokmen Oz

Yet, the generic corpora used to pretrain the teacher and the corpora associated with the downstream target domain are often significantly different, which raises a natural question: should the student be distilled over the generic corpora, so as to learn from high-quality teacher predictions, or over the downstream task corpora to align with finetuning?

domain classification intent-classification +5

Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models

no code implementations COLING 2020 Lizhen Tan, Olga Golovneva

With the recent explosion in popularity of voice assistant devices, there is a growing interest in making them available to user populations in additional countries and languages.

Cross-Lingual Transfer Natural Language Understanding +1

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