Papers by Arun Dhondiyal
A Graph-Based Method for Unsupervised Knowledge Discovery from Financial Texts (2022.lrec-1)
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| Challenge: | A financial analyst's work involves manually reviewing lengthy filings and financial news articles in order to extract relevant pieces of information. |
| Approach: | They propose an end-to-end, fully unsupervised method for knowledge discovery from financial texts that integrates existing resources to construct a knowledge graph of companies and related entities. |
| Outcome: | The proposed method calculates the environmental rating for companies in the S&P 500 based on company filings with the SEC and provides an independent assessment of its outputs with an independent MSCI source. |