Project Goal: Leverage LLMs For Financial Data Mining
Publications
-
Financial Forecasting from Textual and Tabular Time Series
by Ross Koval, Nicholas Andrews, Xifeng Yan
EMNLP'24 (Proceedings of Findings of EMNLP 2024)
[pdf] -
Learning to Compare Financial Reports for Financial Forecasting
by
R. Koval, N. Andrews and X. Yan
EACL'24 (Findings
of the ACL, the 18th Conference of the European Chapter of the
Association for Computational Linguistics) [pdf] -
Forecasting Earnings Surprises from Conference Call Transcripts
by
R. Koval, N. Andrews and X. Yan
ACL'23 (Proc. of the Annual Meeting of the Association for Computational
Linguistics) [pdf] -
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer
on Time Series Forecasting,
by S. Li, X. Jin, Y. Xuan, X. Zhou, W. Chen, Y.-X. Wang, X. Yan
NeurIPS'19 (The Thirty-third Annual Conference on Neural Information Processing
Systems) [arxiv]