Papers, ranked by score

Ordered by a blend of empirical rigor (60%) and math complexity (40%).

An Algorithmic Framework for Systematic Literature Reviews: A Case Study for Financial Narratives

This paper introduces an algorithmic framework for conducting systematic literature reviews (SLRs), designed to improve efficiency, reproducibility, and selection quality assessment in the literature review process. The proposed method integrates Natural Language Processing (NLP) techniques, cluster

Street Traders Math 2.5 Rigor 6 ·  January 7, 2026

The Great Deception: A Comprehensive Study of Execution Strategies in Corporate Share Buy-Backs

We delve into the intricate world of share buy-backs, a strategic corporate capital allocation tool that has gained significant prominence over the past few decades. Despite being the subject of extensive research and debate, the execution phase of these transactions remains an underexplored area. T

Philosophers Math 2.5 Rigor 3.5 ·  July 18, 2023

A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods

Machine learning and deep learning have become increasingly prevalent in financial prediction and forecasting tasks, offering advantages such as enhanced customer experience, democratising financial services, improving consumer protection, and enhancing risk management. However, these complex models

Philosophers Math 2.5 Rigor 3 ·  November 13, 2023

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