3 papers
cs.CL2026
PunGraph: Retrieval-Enhanced Phonetic-Semantic Graph Reasoning for Pun Understanding
Yuchen Su, Zijian Huang, Yaotian Shi +6
Puns are a challenging form of figurative language that exploit phonetic similarity and semantic ambiguity to convey multiple meanings. Although large language models (LLMs) demons…
cs.AI2026
Separating Diagnosis from Control: Auditable Policy Adaptation in Agent-Based Simulations with LLM-Based Diagnostics
Shaoxin Zhong, Yuchen Su, Michael Witbrock
Mitigating elderly loneliness requires policy interventions that achieve both adaptability and auditability. Existing methods struggle to reconcile these objectives: traditional ag…
cs.SD2026
Words at Play: Benchmarking Audio Pun Understanding in Large Audio-Language Models
Yuchen Su, Shaoxin Zhong, Yonghua Zhu +6
Puns represent a typical linguistic phenomenon that exploits polysemy and phonetic ambiguity to generate humour, posing unique challenges for natural language understanding. Within…