3 papers
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…
nlin.PS2022
A Turing-based bimodal population code can specify Cephalopod chromatic skin displays
Khalil Iskarous, Jennifer Mather, Jean Alupay
The skin of a cephalopod forms a dazzling array of patterns made by chromatophores, elastic sacs of pigment that can be expanded by muscles to reveal their color. Tens of thousands…