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cs.CL2026
You Really Didn't Get That? Benchmarking Social Pragmatic Inference for Indirect and Playful Chinese Online Comments
Shiwei Hong, Junjie Ma, Emma Jiren Wang +5
Chinese online comments often convey social meaning through indirect and playful language that is hard to interpret without context. Existing evaluations largely organize items aro…
cs.CL2026
The Anatomy of Conversational Scams: A Topic-Based Red Teaming Analysis of Multi-Turn Interactions in LLMs
Xiangzhe Yuan, Zhenhao Zhang, Haoming Tang +1
As LLMs gain persuasive capabilities through extended dialogues, they create new opportunities for studying adversarial conversational behavior in extended interaction settings tha…