1.5k citations · 3.5k across the 68 of their papers we have counts for
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cs.CL2018★ 6 cited
Coherence-Aware Neural Topic Modeling
Ran Ding, Ramesh Nallapati, Bing Xiang
Topic models are evaluated based on their ability to describe documents well (i.e. low perplexity) and to produce topics that carry coherent semantic meaning. In topic modeling so…
cs.CL2018★ 3 cited
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering
Rui Zhang, Cicero Nogueira dos Santos, Michihiro Yasunaga +2
Coreference resolution aims to identify in a text all mentions that refer to the same real-world entity. The state-of-the-art end-to-end neural coreference model considers all text…