Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes

Author:

Cavalin Paulo,Alves Ribeiro Victor Henrique,Appel Ana,Pinhanez Claudio

Publisher

Association for Computational Linguistics

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A survey on few-shot class-incremental learning;Neural Networks;2024-01

2. Robustness Attributes to Safeguard Machine Learning Models in Production;2023 IEEE Engineering Informatics;2023-11-22

3. Optimizing Upstream Representations for Out-of-Domain Detection with Supervised Contrastive Learning;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

4. Out-of-Scope Intent Detection with Supervised Deep Metric Learning;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

5. Intent Classification by the Use of Automatically Generated Knowledge Graphs;Information;2023-05-12

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