263 citations · 1.9k across the 99 of their papers we have counts for
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cs.CL2026
Hierarchical Continuous Diffusion Language Models
Hui Ren, Zihan Li, Chang Liu +2
Discrete diffusion language models offer a compelling alternative to autoregressive generation for tasks demanding bidirectional reasoning and global constraint satisfaction. Yet t…
cs.CL2021★ 1 cited
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding
Revanth Gangi Reddy, Xilin Rui, Manling Li +9
Recently, there has been an increasing interest in building question answering (QA) models that reason across multiple modalities, such as text and images. However, QA using images…