Label Hierarchical Structure-Aware Multi-Label Few-Shot Intent Detection via Prompt Tuning

Author:

Zhang Xiaotong1ORCID,Li Xinyi1ORCID,Liu Han1ORCID,Liu Xinyue1ORCID,Zhang Xianchao1ORCID

Affiliation:

1. Dalian University of Technology, Dalian, China

Funder

Chunhui Project Foundation of the Education Department of China

National Natural Science Foundation of China

Publisher

ACM

Reference39 articles.

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2. Kevin Clark, Minh-Thang Luong, Quoc V. Le, and Christopher D. Manning. 2020. ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators. In Proceedings of the 8th International Conference on Learning Representations.

3. Boosting for transfer learning

4. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019. 4171--4186.

5. Mihail Eric, Lakshmi Krishnan, Francc ois Charette, and Christopher D. Manning. 2017. Key-Value Retrieval Networks for Task-Oriented Dialogue. In Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue. 37--49.

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