作者位次 #3/4ICML 2026Oral· Deep Learning / Large Language Models
Modeling Hierarchical Thinking in Large Reasoning Models
G M Shahariar · Erfan Shayegani · Ali Nazari · Nael Abu-Ghazaleh
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G M Shahariar · Erfan Shayegani · Ali Nazari · Nael Abu-Ghazaleh
Ehsaneddin Asgari · Yassine El Kheir · MohammadAli SadraeiJavaheri · Ali Nazari
Tokenization fundamentally shapes NLP performance, affecting both efficiency and linguistic fidelity. While Byte Pair Encoding (BPE) underpins most Large Language Models (LLMs), its frequency-driven merges often disregard morpheme boundaries, yielding inconsistent and semantically opaque segmenta...