Search Results for author: Jiali Lin

Found 2 papers, 1 papers with code

Enhancing Out-Of-Domain Utterance Detection with Data Augmentation Based on Word Embeddings

no code implementations24 Nov 2019 Yueqi Feng, Jiali Lin

For most intelligent assistant systems, it is essential to have a mechanism that detects out-of-domain (OOD) utterances automatically to handle noisy input properly.

Data Augmentation Word Embeddings

ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning

1 code implementation10 Apr 2019 Xudong Sun, Jiali Lin, Bernd Bischl

Machine learning pipeline potentially consists of several stages of operations like data preprocessing, feature engineering and machine learning model training.

Bayesian Optimization BIG-bench Machine Learning +3

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