142 citations · 200 across the 6 of their papers we have counts for
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eess.SP2021★ 142 cited
Rethinking Modern Communication from Semantic Coding to Semantic Communication
Kun Lu, Qingyang Zhou, Rongpeng Li +4
Modern communications are usually designed to pursue a higher bit-level precision and fewer bits while transmitting a message. This article rethinks these two major features and in…
cs.CL2021★ 2 cited
Augmented Abstractive Summarization With Document-LevelSemantic Graph
Qiwei Bi, Haoyuan Li, Kun Lu +1
Previous abstractive methods apply sequence-to-sequence structures to generate summary without a module to assist the system to detect vital mentions and relationships within a doc…
cs.LG2021★ 44 cited
Reinforcement Learning-powered Semantic Communication via Semantic Similarity
Kun Lu, Rongpeng Li, Xianfu Chen +2
We introduce a new semantic communication mechanism - SemanticRL, whose key idea is to preserve the semantic information instead of strictly securing the bit-level precision. Unlik…