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cs.LG2023
Structure-Aware Path Inference for Neural Finite State Transducers
Weiting Tan, Chu-cheng Lin, Jason Eisner
Neural finite-state transducers (NFSTs) form an expressive family of neurosymbolic sequence transduction models. An NFST models each string pair as having been generated by a laten…
cs.LG2016★ 165 cited
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process
Hongyuan Mei, Jason Eisner
Many events occur in the world. Some event types are stochastically excited or inhibited---in the sense of having their probabilities elevated or decreased---by patterns in the seq…