Browsing by Author "Kedas, Satishwar"

Now showing items 1-2 of 2

    • Buy, sell or hold: entity-aware classification of business news 

      Sinha, Ankur; Kedas, Satishwar; Kumar, Rishu; Malo, Pekka (2019-04-30)
      Financial sector is expected to be at the forefront of the adoption of machine learning methods, driven by the superior performance of the data-driven approaches over traditional modelling approaches. There has been a ...

    • SEntFiN 1.0: entity-aware sentiment analysis for financial news 

      Sinha, Ankur; Kedas, Satishwar; Kumar, Rishu; Malo, Pekka (Wiley-Blackwell, 2022-03-08)
      Fine-grained financial sentiment analysis on news headlines is a challenging task requiring human-annotated datasets to achieve high performance. Limited studies have tried to address the sentiment extraction task in a ...