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cs.CL2021
Roof-Transformer: Divided and Joined Understanding with Knowledge Enhancement
Wei-Lin Liao, Cheng-En Su, Wei-Yun Ma
Recent work on enhancing BERT-based language representation models with knowledge graphs (KGs) and knowledge bases (KBs) has yielded promising results on multiple NLP tasks. State-…
cs.CL2021
DCT: Dynamic Compressive Transformer for Modeling Unbounded Sequence
Kai-Po Chang, Wei-Yun Ma
In this paper, we propose Dynamic Compressive Transformer (DCT), a transformer-based framework for modeling the unbounded sequence. In contrast to the previous baselines which appe…