Search Results for author: Stefan Pasch

Found 3 papers, 1 papers with code

Ahead of the Text: Leveraging Entity Preposition for Financial Relation Extraction

no code implementations8 Aug 2023 Stefan Pasch, Dimitrios Petridis

In the context of the ACM KDF-SIGIR 2023 competition, we undertook an entity relation task on a dataset of financial entity relations called REFind.

Financial Relation Extraction Language Modelling +4

CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models

1 code implementation1 Dec 2022 Sebastian Koch, Stefan Pasch

This paper introduces transformer-based language models to the literature measuring corporate culture from text documents.

Cultural Vocal Bursts Intensity Prediction text-classification +1

StonkBERT: Can Language Models Predict Medium-Run Stock Price Movements?

no code implementations4 Feb 2022 Stefan Pasch, Daniel Ehnes

To answer this question, we fine-tune transformer-based language models, including BERT, on different sources of company-related text data for a classification task to predict the one-year stock price performance.

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