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cs.CL2026
Holographic Neural PCFG for Unsupervised Parsing
Ryosuke Yamaki, Daichi Mochihashi, Nobutaka Shimada +1
Unsupervised constituency parsing aims to accurately induce latent tree structures from raw text alone. Recent neural parameterizations of PCFGs achieve strong performance in both…
cs.CL2026
SimSiam Naming Game: A Unified Approach for Emergent Communication and Representation Learning
Nguyen Le Hoang, Tadahiro Taniguchi, Tianwei Fang +2
Emergent Communication (EmCom) investigates how agents develop symbolic communication through interaction without predefined language. Recent frameworks, such as the Metropolis--Ha…