286 citations · 823 across the 37 of their papers we have counts for
Showing cs.CLShow all
2 papers · 1 filter
cs.CL2021★ 5 cited
Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors
Zeyu Yun, Yubei Chen, Bruno A Olshausen +1
Transformer networks have revolutionized NLP representation learning since they were introduced. Though a great effort has been made to explain the representation in transformers,…
cs.CL2019★ 9 cited
Word Embedding Visualization Via Dictionary Learning
Juexiao Zhang, Yubei Chen, Brian Cheung +1
Co-occurrence statistics based word embedding techniques have proved to be very useful in extracting the semantic and syntactic representation of words as low dimensional continuou…