57 citations · 58 across the 2 of their papers we have counts for
3 papers
cs.CL2020★ 1 cited
Intrinsic Knowledge Evaluation on Chinese Language Models
Zhiruo Wang, Renfen Hu
Recent NLP tasks have benefited a lot from pre-trained language models (LM) since they are able to encode knowledge of various aspects. However, current LM evaluations focus on dow…
cs.CL2020★ 57 cited
FastBERT: a Self-distilling BERT with Adaptive Inference Time
Weijie Liu, Peng Zhou, Zhe Zhao +3
Pre-trained language models like BERT have proven to be highly performant. However, they are often computationally expensive in many practical scenarios, for such heavy models can…
cs.CL2019
K-BERT: Enabling Language Representation with Knowledge Graph
Weijie Liu, Peng Zhou, Zhe Zhao +4
Pre-trained language representation models, such as BERT, capture a general language representation from large-scale corpora, but lack domain-specific knowledge. When reading a dom…