作者位次 #4/4NeurIPS 2026Poster
Position Without Positional Embeddings: A Directional Mechanism in NoPE Transformers
Matan Avitan · Ido Nachum · Yanai Elazar · Yoav Goldberg
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Matan Avitan · Ido Nachum · Yanai Elazar · Yoav Goldberg
Matan Avitan · Yoav Goldberg · Yanai Elazar
Hail Hochman · Natalie Shapira · Yoav Goldberg
Large language models (LLMs) store and recall factual knowledge, yet the precise mechanism of how entity representations are transformed to enable specific attribute retrieval remains underexplored. In this work, we investigate this mechanism through the lens of an “attribute-computation path”—a...