Ashish Upadhyay — accepted AI-conference papers

2024

News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring

Adil Nygaard, Ashish Upadhyay, Lauren Hinkle, Xenia Skotti, Joe Halliwell, Ian C Brown +1

EMNLP 2024industry

Credit risk monitoring is an essential process for financial institutions to evaluate the creditworthiness of borrowing entities and minimize potential losses. Traditionally, this involves the periodic assessment of news regarding client companies to identify events which can impact their financial…

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2022

Content Type Profiling of Data-to-Text Generation Datasets

Ashish Upadhyay, Stewart Massie

COLING 2022main

Data-to-Text Generation (D2T) problems can be considered as a stream of time-stamped events with a text summary being produced for each. The problem becomes more challenging when event summaries contain complex insights derived from multiple records either within an event, or across several events f…

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