8 citations · 11 across the 3 of their papers we have counts for
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cs.CL2021
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
Zongyi Li, Jianhan Xu, Jiehang Zeng +5
Recent studies have shown that deep neural networks are vulnerable to intentionally crafted adversarial examples, and various methods have been proposed to defend against adversari…
cs.CL2021★ 8 cited
Unsupervised Word Segmentation with Bi-directional Neural Language Model
Lihao Wang, Zongyi Li, Xiaoqing Zheng
We present an unsupervised word segmentation model, in which the learning objective is to maximize the generation probability of a sentence given its all possible segmentation. Suc…
cs.CL2020★ 3 cited
Unsupervised Summarization by Jointly Extracting Sentences and Keywords
Zongyi Li, Xiaoqing Zheng, Jun He
We present RepRank, an unsupervised graph-based ranking model for extractive multi-document summarization in which the similarity between words, sentences, and word-to-sentence can…