14 citations · 21 across the 4 of their papers we have counts for
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cs.CL2023★ 7 cited
A Survey of Diffusion Models in Natural Language Processing
Hao Zou, Zae Myung Kim, Dongyeop Kang
This survey paper provides a comprehensive review of the use of diffusion models in natural language processing (NLP). Diffusion models are a class of mathematical models that aim…
cs.CL2023★ 14 cited
Diffusion Models in NLP: A Survey
Yuansong Zhu, Yu Zhao
Diffusion models have become a powerful family of deep generative models, with record-breaking performance in many applications. This paper first gives an overview and derivation o…
cs.CL2022
Improving Question Answering with Generation of NQ-like Questions
Saptarashmi Bandyopadhyay, Shraman Pal, Hao Zou +2
Question Answering (QA) systems require a large amount of annotated data which is costly and time-consuming to gather. Converting datasets of existing QA benchmarks are challenging…