18 citations · 21 across the 8 of their papers we have counts for
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cs.CL2026
Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow
Yangyang Zhong, Yanmei Gu, Zhengqing Zang +14
Masked Diffusion Language Models (MDLMs) promise parallel token generation and arbitrary-order decoding, yet it remains unclear to what extent current models truly realize these ca…
cs.CL2023
Improving User Controlled Table-To-Text Generation Robustness
Hanxu Hu, Yunqing Liu, Zhongyi Yu +1
In this work we study user controlled table-to-text generation where users explore the content in a table by selecting cells and reading a natural language description thereof auto…
cs.CL2021★ 2 cited
LenAtten: An Effective Length Controlling Unit For Text Summarization
Zhongyi Yu, Zhenghao Wu, Hao Zheng +3
Fixed length summarization aims at generating summaries with a preset number of words or characters. Most recent researches incorporate length information with word embeddings as t…