4 citations · 7 across the 4 of their papers we have counts for
4 papers
Can Open-Weight Models Compete on Financial Text Comprehension?
Jan Spörer
Open-weight language models from Chinese AI labs caught up on benchmarks relative to proprietary frontier models in recent months. Yet their reliability on real-world financial tas…
Efficient Neural Network Training via Subset Pretraining
Jan Spörer, Bernhard Bermeitinger, Tomas Hrycej +2
In training neural networks, it is common practice to use partial gradients computed over batches, mostly very small subsets of the training set. This approach is motivated by the…
The Structure of Financial Equity Research Reports -- Identification of the Most Frequently Asked Questions in Financial Analyst Reports to Automate Equity Research Using Llama 3 and GPT-4
Adria Pop, Jan Spörer
This research dissects financial equity research reports (ERRs) by mapping their content into categories. There is insufficient empirical analysis of the questions answered in ERRs…
Analyzing FOMC Minutes: Accuracy and Constraints of Language Models
Wonseong Kim, Jan Frederic Spörer, Siegfried Handschuh
This research article analyzes the language used in the official statements released by the Federal Open Market Committee (FOMC) after its scheduled meetings to gain insights into…