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Yulin Kang

2 accepted papers

2022

Incorporating Causal Analysis into Diversified and Logical Response Generation

COLING 2022main

Although the Conditional Variational Auto-Encoder (CVAE) model can generate more diversified responses than the traditional Seq2Seq model, the responses often have low relevance with the input words or are illogical with the question. A causal analysis is carried out to study the reasons behind, and…

Cited by 7SourcePDFScholar
2022

Memory Augmented State Space Model for Time Series Forecasting

IJCAI 2022poster

State space model (SSM) provides a general and flexible forecasting framework for time series. Conventional SSM with fixed-order Markovian assumption often falls short in handling the long-range temporal dependencies and/or highly non-linear correlation in time-series data, which is crucial for accu…

Cited by 2SourcePDFScholar