BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification

Author:

Yu Linzhu1ORCID,Li Huan1ORCID,Chen Ke1ORCID,Shou Lidan1ORCID

Affiliation:

1. The State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China

Funder

the Fundamental Research Funds for the Central Universities

the Zhejiang Province ?Leading Talent of Technological Innovation Program?

the Pioneer R&D Program of Zhejiang

the Major Research Program of Zhejiang Provincial Natural Science Foundation

Publisher

ACM

Reference96 articles.

1. Himan Abdollahpouri Edward C Malthouse Joseph A Konstan Bamshad Mobasher and Jeremy Gilbert. 2021. Toward the next generation of news recommender systems. In WWW Companion. 402--406.

2. Michael Carbin Abhinav Venigalla Jonathan Frankle. 2022. BioMedLM: a Domain-Specific Large Language Model for Biomedical Text. https://www.mosaicml.com/blog/introducing-pubmed-gpt

3. Emily Alsentzer, John R Murphy, Willie Boag, Wei-Hung Weng, Di Jin, Tristan Naumann, and Matthew McDermott. 2019. Publicly available clinical BERT embeddings. arXiv preprint arXiv:1904.03323 (2019).

4. Dogu Araci. 2019. Finbert: Financial sentiment analysis with pre-trained language models. arXiv preprint arXiv:1908.10063 (2019).

5. Yusuf Arslan Kevin Allix Lisa Veiber Cedric Lothritz Tegawendé F Bissyandé Jacques Klein and Anne Goujon. 2021. A comparison of pre-trained language models for multi-class text classification in the financial domain. In WWW Companion. 260--268.

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