Learning knowledge-enriched company embeddings for investment management-Reference-Cited by-同舟云学术

Learning knowledge-enriched company embeddings for investment management

Published:2021-11-03 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the Second ACM International Conference on AI in Finance
language:
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Author:

Ang Gary¹,Lim Ee-Peng¹

Affiliation:

1. Singapore Management University, Singapore, Singapore

Funder

National Research Foundation, Singapore

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3490354.3494390

Reference48 articles.

1. Jinyin Chen , Xuanheng Xu , Yangyang Wu , and Haibin Zheng . 2018. GC-LSTM: Graph Convolution Embedded LSTM for Dynamic Link Prediction. CoRR ( 2018 ). Jinyin Chen, Xuanheng Xu, Yangyang Wu, and Haibin Zheng. 2018. GC-LSTM: Graph Convolution Embedded LSTM for Dynamic Link Prediction. CoRR (2018).

2. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL.

3. Xiao Ding Yue Zhang Ting Liu and Junwen Duan. 2015. Deep Learning for Event-Driven Stock Prediction. In IJCAI. Xiao Ding Yue Zhang Ting Liu and Junwen Duan. 2015. Deep Learning for Event-Driven Stock Prediction. In IJCAI.

4. Xin Du and Kumiko Tanaka-Ishii. 2020. Stock Embeddings Acquired from News Articles and Price History and an Application to Portfolio Optimization. In ACL. Xin Du and Kumiko Tanaka-Ishii. 2020. Stock Embeddings Acquired from News Articles and Price History and an Application to Portfolio Optimization. In ACL.

5. Aldo Pareja et al. 2020 . EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. In AAAI Conference on Artificial Intelligence 2020 . Aldo Pareja et al. 2020. EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. In AAAI Conference on Artificial Intelligence 2020.

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