Kaike Ping

A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse

Understanding causal language in informal discourse is a core yet underexplored challenge in NLP. Existing datasets largely focus on explicit causality in structured text, providing limited support for detecting implicit causal expressions, particularly those found in informal, user-generated social