27 citations · 72 across the 11 of their papers we have counts for
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3 papers · 1 filter
cs.CL2020★ 3 cited
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models
Zihan Zhao, Yuncong Liu, Lu Chen +3
Recently, pre-trained language models like BERT have shown promising performance on multiple natural language processing tasks. However, the application of these models has been li…
cs.CL2020★ 4 cited
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
Ruisheng Cao, Su Zhu, Chenyu Yang +5
One daunting problem for semantic parsing is the scarcity of annotation. Aiming to reduce nontrivial human labor, we propose a two-stage semantic parsing framework, where the first…
cs.CL2020★ 12 cited
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding
Su Zhu, Zijian Zhao, Rao Ma +1
Traditional slot filling in natural language understanding (NLU) predicts a one-hot vector for each word. This form of label representation lacks semantic correlation modelling, wh…