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cs.CL2026
Time Travel Engine: A Shared Latent Chronological Manifold Enables Historical Navigation in Large Language Models
Jingmin An, Wei Liu, Qian Wang +1
Time functions as a fundamental dimension of human cognition, yet the mechanisms by which Large Language Models (LLMs) encode chronological progression remain opaque. We demonstrat…
cs.CL2025
Hierarchical Frequency Tagging Probe (HFTP): A Unified Approach to Investigate Syntactic Structure Representations in Large Language Models and the Human Brain
Jingmin An, Yilong Song, Ruolin Yang +7
Large Language Models (LLMs) demonstrate human-level or even superior language abilities, effectively modeling syntactic structures, yet the specific computational modules responsi…