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cs.CL2025
TokenShapley: Token Level Context Attribution with Shapley Value
Yingtai Xiao, Yuqing Zhu, Sirat Samyoun +3
Large language models (LLMs) demonstrate strong capabilities in in-context learning, but verifying the correctness of their generated responses remains a challenge. Prior work has…
cs.CL2025
Consistency of Responses and Continuations Generated by Large Language Models on Social Media
Wentao Xu, Wenlu Fan, Yuqi Zhu +1
Large Language Models (LLMs) demonstrate remarkable capabilities in text generation, yet their emotional consistency and semantic coherence in social media contexts remain insuffic…