Final Report of the NTCIR-14 FinNum Task: Challenges and Current Status of Fine-Grained Numeral Understanding in Financial Social Media Data-Reference-Cited by-同舟云学术

Final Report of the NTCIR-14 FinNum Task: Challenges and Current Status of Fine-Grained Numeral Understanding in Financial Social Media Data

Published:2019 Issue: Volume: Page:183-192
ISSN:0302-9743
Container-title:NII Testbeds and Community for Information Access Research
language:
Short-container-title:

Author:

Chen Chung-Chi^ORCID,Huang Hen-Hsen^ORCID,Takamura Hiroya^ORCID,Chen Hsin-Hsi^ORCID

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-030-36805-0_14

Reference15 articles.

1. Ait Azzi, A., Bouamor, H.: Fortia1@ the NTCIR-14 FinNum task: enriched sequence labeling for numeral classification. In: Proceedings of the 14th NTCIR Conference on Evaluation of Information Access Technologies (2019)

2. Chen, C.C., Huang, H.H., Chen, H.H.: Crowd view: converting investors’ opinions into indicators. In: Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI) (2019)

3. Chen, C.C., Huang, H.H., Chen, H.H.: Next cashtag prediction on social trading platforms with auxiliary tasks. In: 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (2019)

4. Chen, C.C., Huang, H.H., Chen, H.H.: Numeral attachment with auxiliary tasks. In: The 42nd International ACM SIGIR Conference on Research & Development in Information Retrieval. ACM (2019)

5. Chen, C.C., Huang, H.H., Shiue, Y.T., Chen, H.H.: Numeral understanding in financial Tweets for fine-grained crowd-based forecasting. In: 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), pp. 136–143. IEEE (2018)

Cited by 5 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. Pre-training and evaluation of numeracy-oriented language model;Proceedings of the Second ACM International Conference on AI in Finance;2021-11-03

2. NumER: A Fine-Grained Numeral Entity Recognition Dataset;Natural Language Processing and Information Systems;2021

3. Numerals in Financial Narratives;From Opinion Mining to Financial Argument Mining;2021

4. Organizing Financial Opinions;From Opinion Mining to Financial Argument Mining;2021

5. Financial Numeral Classification Model Based on BERT;NII Testbeds and Community for Information Access Research;2019