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cs.CL2026
Representation of syntax in LLMs through the lens of linear distance and similarity-aware entropy
Juan Pablo Vigneaux, Mary Kennedy, Khalil Iskarous +2
Structural probes were introduced by Hewitt and Manning to reconstruct syntactic trees from a neural language model's latent representations. They are evaluated by calculating the…
cs.CL2024
LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages
Jared Coleman, Bhaskar Krishnamachari, Khalil Iskarous +1
We propose a new paradigm for machine translation that is particularly useful for no-resource languages (those without any publicly available bilingual or monolingual corpora): LLM…