no code implementations • 1 Jan 2021 • Jinwon An, Misuk Kim, Sungzoon Cho, Junseong Bang
We propose a model for multi-domain dialogue state tracking that effectively models the relationship among domain-slot pairs using a pre-trained language encoder.
no code implementations • 1 Nov 2018 • Jinwon An, Sungwon Lyu, Sungzoon Cho
This paper proposes an attention module augmented relational network called SARN(Sequential Attention Relational Network) that can carry out relational reasoning by extracting reference objects and making efficient pairing between objects.
2 code implementations • Special Lecture on IE, SNU Data Mining Center 2015 • Jinwon An, Sungzoon Cho
We propose an anomaly detection method using the reconstruction probability from the variational autoencoder.