Search Results for author: Aljoša Valentinčič

Found 2 papers, 1 papers with code

Tracking Changes in ESG Representation: Initial Investigations in UK Annual Reports

no code implementations • CSRNLP (LREC) 2022 • Matthew Purver, Matej Martinc, Riste Ichev, Igor Lončarski, Katarina Sitar Šuštar, Aljoša Valentinčič, Senja Pollak

We describe initial work into analysing the language used around environmental, social and governance (ESG) issues in UK company annual reports.

Language Modelling Word Embeddings

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Multi-Task Learning for Features Extraction in Financial Annual Reports

2 code implementations • 8 Apr 2024 • Syrielle Montariol, Matej Martinc, Andraž Pelicon, Senja Pollak, Boshko Koloski, Igor Lončarski, Aljoša Valentinčič

For assessing various performance indicators of companies, the focus is shifting from strictly financial (quantitative) publicly disclosed information to qualitative (textual) information.

Multi-Task Learning Sentence +2

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