1.3k citations · 1.5k across the 7 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CL2018★ 9 cited
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification
Zheng Li, Ying Wei, Yu Zhang +3
Aspect-level sentiment classification (ASC) aims at identifying sentiment polarities towards aspects in a sentence, where the aspect can behave as a general Aspect Category (AC) or…
cs.CL2018
Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation
Xiang Zhang, Yann LeCun
This article proposes Adversarially-Trained Normalized Noisy-Feature Auto-Encoder (ATNNFAE) for byte-level text generation. An ATNNFAE consists of an auto-encoder where the interna…
cs.CL2018★ 1 cited
Byte-Level Recursive Convolutional Auto-Encoder for Text
Xiang Zhang, Yann LeCun
This article proposes to auto-encode text at byte-level using convolutional networks with a recursive architecture. The motivation is to explore whether it is possible to have scal…