no code implementations • COLING 2020 • Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah
Parliamentary debates present a valuable language resource for analyzing comprehensive options in electing representatives under a functional, free society.
no code implementations • EACL 2021 • Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah
Designing profitable trading strategies is complex as stock movements are highly stochastic; the market is influenced by large volumes of noisy data across diverse information sources like news and social media.
no code implementations • NAACL 2021 • Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah
It is challenging to design profitable and practical trading strategies, as stock price movements are highly stochastic, and the market is heavily influenced by chaotic data across sources like news and social media.
1 code implementation • EMNLP 2020 • Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah
In the financial domain, risk modeling and profit generation heavily rely on the sophisticated and intricate stock movement prediction task.
Ranked #1 on Stock Market Prediction on stocknet (using extra training data)