16 citations · 34 across the 14 of their papers we have counts for
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cs.CL2024
Skill Path: Unveiling Language Skills from Circuit Graphs
Hang Chen, Jiaying Zhu, Xinyu Yang +1
Circuit graph discovery has emerged as a fundamental approach to elucidating the skill mechanistic of language models. Despite the output faithfulness of circuit graphs, they suffe…
cs.CL2024
Quantifying Semantic Emergence in Language Models
Hang Chen, Xinyu Yang, Jiaying Zhu +1
Large language models (LLMs) are widely recognized for their exceptional capacity to capture semantics meaning. Yet, there remains no established metric to quantify this capability…