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cs.CL2023
Finding Stakeholder-Material Information from 10-K Reports using Fine-Tuned BERT and LSTM Models
Victor Zitian Chen
All public companies are required by federal securities law to disclose their business and financial activities in their annual 10-K reports. Each report typically spans hundreds o…
cs.CL2020
Causal Knowledge Extraction from Scholarly Papers in Social Sciences
Victor Zitian Chen, Felipe Montano-Campos, Wlodek Zadrozny
The scale and scope of scholarly articles today are overwhelming human researchers who seek to timely digest and synthesize knowledge. In this paper, we seek to develop natural lan…