3 papers
cs.CL2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks
Charith Peris, Lizhen Tan, Thomas Gueudre +3
Teacher-student knowledge distillation is a popular technique for compressing today's prevailing large language models into manageable sizes that fit low-latency downstream applica…
cs.CL2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases
Rajarshi Das, Manzil Zaheer, Dung Thai +6
It is often challenging to solve a complex problem from scratch, but much easier if we can access other similar problems with their solutions -- a paradigm known as case-based reas…
cs.CL2020
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models
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.…