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cs.CL2026
Single-Nodal Spontaneous Symmetry Breaking in NLP Models
Shalom Rosner, Ronit D. Gross, Ella Koresh +1
Spontaneous symmetry breaking in statistical mechanics primarily occurs during phase transitions at the thermodynamic limit where the Hamiltonian preserves inversion symmetry, yet…
cs.CL2025
Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning
Yarden Tzach, Ronit D. Gross, Ella Koresh +4
Natural language processing (NLP) enables the understanding and generation of meaningful human language, typically using a pre-trained complex architecture on a large dataset to le…
cs.CL2025
Tiny language models
Ronit D. Gross, Yarden Tzach, Tal Halevi +2
A prominent achievement of natural language processing (NLP) is its ability to understand and generate meaningful human language. This capability relies on complex feedforward tran…