1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CL2026
Reading Between the Frames of Multimodal Drivelology
Yang Wang, Yanan Ma, Yiqi Liu +8
Social media videos often communicate meanings that go beyond their visible actions, captions, or speech. A mundane clip may become humorous, ironic, or satire only through the int…
cs.CL2025
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
Yang Wang, Chenghao Xiao, Chia-Yi Hsiao +4
We introduce Drivelology, a unique linguistic phenomenon characterised as "nonsense with depth" - utterances that are syntactically coherent yet pragmatically paradoxical, emotiona…
cs.MA2025★ 1 cited
Knowing When to Critique: Task-Adaptive Metacognitive Regulation for Reliable LLM Reasoning
Xinmeng Hou, Ziting Chang, Zhouquan Lu +6
Large language models (LLMs) reason fluently but do not regulate their reasoning: they apply uniform scrutiny to every input, which leaves them vulnerable to adversarial and counte…